BTS/meta.json

{
    "name": "BTS",
    "source": "https://github.com/cruiseresearchgroup/DIEF_BTS",
    "desp": "The Building TimeSeries (BTS) dataset covers three buildings over a three-year period, comprising more than ten thousand timeseries data points with hundreds of unique ontologies. Moreover, the metadata is standardized using the Brick schema.",
    "domain": "Industry",
    "license": "CC BY 4.0",
    "targets": [
        "Voltage_Sensor_3205",
        "Air_Temperature_Sensor_523",
        "Electrical_Power_Sensor_3679",
        "Electrical_Power_Sensor_702",
        "Valve_Position_Sensor_4659",
        "Active_Power_Sensor_2596",
        "Voltage_Sensor_4332",
        "Voltage_Sensor_6987",
        "Energy_Usage_Sensor_6006",
        "Duration_Sensor_2835",
        "Return_Water_Temperature_Sensor_512",
        "Air_Flow_Sensor_6728",
        "Valve_Position_Sensor_1117",
        "Valve_Position_Sensor_1501",
        "Electrical_Power_Sensor_713",
        "Peak_Power_Demand_Sensor_4396",
        "Active_Power_Sensor_1733",
        "Electrical_Power_Sensor_5086",
        "Zone_Air_Temperature_Sensor_7693",
        "Duration_Sensor_5742",
        "Duration_Sensor_872",
        "Air_Flow_Sensor_6761",
        "Air_Flow_Sensor_4296",
        "Electrical_Power_Sensor_614",
        "Outside_Air_Temperature_Sensor_264",
        "Position_Sensor_101",
        "Electrical_Power_Sensor_1964",
        "Electrical_Power_Sensor_634",
        "Voltage_Sensor_618",
        "Electrical_Power_Sensor_7975",
        "Electrical_Power_Sensor_2953",
        "Chilled_Water_Return_Temperature_Sensor_7956",
        "Demand_Sensor_3543",
        "Valve_Position_Sensor_151",
        "Electrical_Power_Sensor_3128",
        "Valve_Position_Sensor_6268",
        "Valve_Position_Sensor_7484",
        "Duration_Sensor_2402",
        "Demand_Sensor_5059",
        "Air_Flow_Sensor_3105",
        "Supply_Air_Temperature_Sensor_5908",
        "Damper_Position_Sensor_8179",
        "Thermal_Power_Sensor_1143",
        "Electrical_Power_Sensor_7489",
        "Air_Flow_Sensor_8047",
        "Active_Power_Sensor_5936",
        "Zone_Air_Temperature_Sensor_2447",
        "Static_Pressure_Sensor_6551",
        "Water_Temperature_Sensor_2575",
        "Return_Water_Temperature_Sensor_3739",
        "Duration_Sensor_2907",
        "Zone_Air_Dewpoint_Sensor_3400",
        "Damper_Position_Sensor_3411",
        "Valve_Position_Sensor_6035",
        "Valve_Position_Sensor_7438",
        "Frequency_Sensor_5412",
        "Duration_Sensor_884",
        "Supply_Air_Temperature_Sensor_1266",
        "Air_Temperature_Sensor_42",
        "Peak_Power_Demand_Sensor_7996",
        "Electrical_Power_Sensor_8012",
        "Current_Sensor_2798",
        "Voltage_Sensor_1785",
        "Return_Water_Temperature_Sensor_5052",
        "Zone_Air_Temperature_Sensor_1685",
        "Air_Flow_Sensor_4741",
        "Current_Sensor_692",
        "Reactive_Power_Sensor_5031",
        "Thermal_Power_Sensor_3908",
        "Duration_Sensor_1072",
        "Valve_Position_Sensor_6936",
        "Electrical_Power_Sensor_3200",
        "Frequency_Sensor_8053",
        "Demand_Sensor_227",
        "Current_Sensor_6658",
        "Supply_Air_Static_Pressure_Sensor_3726",
        "Demand_Sensor_4270",
        "Average_Zone_Air_Temperature_Sensor_2284",
        "Demand_Sensor_1728",
        "Damper_Position_Sensor_1680",
        "Damper_Position_Sensor_327",
        "Current_Sensor_3365",
        "Electrical_Power_Sensor_655",
        "Electrical_Power_Sensor_2483",
        "Demand_Sensor_2454",
        "Valve_Position_Sensor_7823",
        "Active_Power_Sensor_2364",
        "Energy_Usage_Sensor_1901",
        "Air_Flow_Sensor_454",
        "Active_Power_Sensor_1012",
        "Electrical_Power_Sensor_4277",
        "Current_Sensor_5885",
        "Static_Pressure_Sensor_1537",
        "Current_Sensor_6389",
        "Zone_Air_Temperature_Sensor_789",
        "Peak_Power_Demand_Sensor_661",
        "Position_Sensor_167",
        "Current_Sensor_626",
        "Supply_Air_Temperature_Sensor_1360",
        "Chilled_Water_Differential_Temperature_Sensor_6137",
        "Zone_Air_Humidity_Sensor_3912",
        "Valve_Position_Sensor_5798",
        "Duration_Sensor_251",
        "Zone_Air_Temperature_Sensor_5420",
        "Voltage_Sensor_4428",
        "Duration_Sensor_2340",
        "Demand_Sensor_757",
        "Electrical_Power_Sensor_3647",
        "Damper_Position_Sensor_7153",
        "Electrical_Power_Sensor_3139",
        "Zone_Air_Temperature_Sensor_867",
        "Active_Power_Sensor_4599",
        "Electrical_Power_Sensor_6758",
        "Air_Flow_Sensor_3877",
        "Valve_Position_Sensor_8344",
        "Electrical_Power_Sensor_5054",
        "Active_Power_Sensor_3233",
        "Filter_Differential_Pressure_Sensor_247",
        "Voltage_Sensor_604",
        "Duration_Sensor_2812",
        "Damper_Position_Sensor_702",
        "Demand_Sensor_4600",
        "Demand_Sensor_7639",
        "Voltage_Sensor_706",
        "Supply_Air_Temperature_Sensor_5034",
        "Frequency_Sensor_6158",
        "Duration_Sensor_1860",
        "Voltage_Sensor_688",
        "Air_Flow_Sensor_4438",
        "Air_Flow_Sensor_3279",
        "Zone_Air_Temperature_Sensor_6674",
        "Voltage_Sensor_4523",
        "Active_Power_Sensor_554",
        "Temperature_Sensor_1328",
        "Electrical_Power_Sensor_1275",
        "Electrical_Power_Sensor_10",
        "Electrical_Power_Sensor_1767",
        "Valve_Position_Sensor_4305",
        "Peak_Power_Demand_Sensor_8197",
        "Electrical_Power_Sensor_3520",
        "Zone_Air_Temperature_Sensor_4141",
        "Frequency_Sensor_6196",
        "Flow_Sensor_7581",
        "Air_Temperature_Sensor_376",
        "Differential_Pressure_Sensor_2996",
        "Thermal_Power_Sensor_5172",
        "Electrical_Power_Sensor_1227",
        "Energy_Usage_Sensor_263",
        "Hot_Water_Supply_Temperature_Sensor_5313",
        "Electrical_Power_Sensor_8167",
        "Demand_Sensor_4227",
        "Duration_Sensor_2428",
        "Sensor_672",
        "Zone_Air_Temperature_Sensor_1244",
        "Air_Temperature_Sensor_384",
        "Duration_Sensor_965",
        "Valve_Position_Sensor_5042",
        "Zone_Air_Dewpoint_Sensor_4594",
        "Chilled_Water_Differential_Temperature_Sensor_8088",
        "Electrical_Power_Sensor_5842",
        "Active_Power_Sensor_4301",
        "Duration_Sensor_4452",
        "Electrical_Power_Sensor_7803",
        "Reactive_Power_Sensor_2024",
        "Pressure_Sensor_1605",
        "Zone_Air_Humidity_Sensor_2738",
        "Active_Power_Sensor_7026",
        "Zone_Air_Temperature_Sensor_4217",
        "Air_Flow_Sensor_2701",
        "Duration_Sensor_4670",
        "Duration_Sensor_3806",
        "Duration_Sensor_6923",
        "Duration_Sensor_3994",
        "Zone_Air_Temperature_Sensor_6983",
        "Voltage_Sensor_7000",
        "Thermal_Power_Sensor_5646",
        "Frequency_Sensor_2846",
        "Electrical_Power_Sensor_7701",
        "Duration_Sensor_5983",
        "Electrical_Power_Sensor_5501",
        "Voltage_Sensor_3086",
        "Zone_Air_Temperature_Sensor_7828",
        "Air_Flow_Sensor_814",
        "Duration_Sensor_6271",
        "Valve_Position_Sensor_7528",
        "Supply_Air_Humidity_Sensor_653",
        "Demand_Sensor_7189",
        "Duration_Sensor_4000",
        "Current_Sensor_646",
        "Electrical_Power_Sensor_7890",
        "Reactive_Power_Sensor_1440",
        "Air_Flow_Sensor_8007",
        "Frequency_Sensor_4920",
        "Electrical_Power_Sensor_8278",
        "Valve_Position_Sensor_1760",
        "Electrical_Power_Sensor_1929",
        "Air_Flow_Sensor_4134",
        "Valve_Position_Sensor_3017",
        "Valve_Position_Sensor_1277",
        "Valve_Position_Sensor_2585",
        "Energy_Usage_Sensor_7111",
        "Peak_Power_Demand_Sensor_4725",
        "Zone_Air_Temperature_Sensor_2668",
        "Electrical_Power_Sensor_5315",
        "Duration_Sensor_1845",
        "Voltage_Sensor_3988",
        "Air_Flow_Sensor_7079",
        "Valve_Position_Sensor_8002",
        "Air_Flow_Sensor_3693",
        "Duration_Sensor_4745",
        "Duration_Sensor_4487",
        "Differential_Supply_Return_Water_Temperature_Sensor_2286",
        "Current_Sensor_2836",
        "Active_Power_Sensor_6263",
        "Duration_Sensor_2292",
        "Electrical_Power_Sensor_6986",
        "Sensor_694",
        "Current_Sensor_1748",
        "Electrical_Power_Sensor_611",
        "Duration_Sensor_4205",
        "Peak_Power_Demand_Sensor_3494",
        "Demand_Sensor_4394",
        "Voltage_Sensor_2753",
        "Chilled_Water_Supply_Temperature_Sensor_8297",
        "Frequency_Sensor_2383",
        "Air_Flow_Sensor_1743",
        "Supply_Air_Temperature_Sensor_4395",
        "Frequency_Sensor_6620",
        "Supply_Air_Temperature_Sensor_3517",
        "Voltage_Sensor_5209",
        "Valve_Position_Sensor_8222",
        "Electrical_Power_Sensor_616",
        "Voltage_Sensor_7530",
        "Valve_Position_Sensor_626",
        "Voltage_Sensor_687",
        "Current_Sensor_4803",
        "Energy_Usage_Sensor_7551",
        "Supply_Air_Temperature_Sensor_1810",
        "Voltage_Sensor_7580",
        "Supply_Air_Temperature_Sensor_7083",
        "Electrical_Power_Sensor_703",
        "Frequency_Sensor_201",
        "Current_Sensor_7972",
        "Supply_Air_Temperature_Sensor_2499",
        "Electrical_Power_Sensor_5132",
        "Damper_Position_Sensor_5734",
        "Reactive_Power_Sensor_6917",
        "Electrical_Power_Sensor_1573",
        "Valve_Position_Sensor_4700",
        "Demand_Sensor_8175",
        "Damper_Position_Sensor_3945",
        "Electrical_Power_Sensor_2917",
        "Demand_Sensor_6498",
        "Valve_Position_Sensor_2201",
        "Filter_Differential_Pressure_Sensor_541",
        "Supply_Air_Temperature_Sensor_1867",
        "Demand_Sensor_72",
        "Air_Flow_Sensor_4761",
        "Zone_Air_Temperature_Sensor_3846",
        "Current_Sensor_1560",
        "Valve_Position_Sensor_7054",
        "Voltage_Sensor_2269",
        "Air_Flow_Sensor_6996",
        "Demand_Sensor_1558",
        "Frequency_Sensor_1688",
        "Outside_Air_Humidity_Sensor_714",
        "Valve_Position_Sensor_3975",
        "Electrical_Power_Sensor_5818",
        "Supply_Air_Temperature_Sensor_7300",
        "Voltage_Sensor_738",
        "Valve_Position_Sensor_8157",
        "Position_Sensor_13",
        "Demand_Sensor_2713",
        "Current_Sensor_5504",
        "Current_Sensor_3231",
        "Air_Flow_Sensor_3230",
        "Duration_Sensor_5872",
        "Differential_Pressure_Sensor_5018",
        "Voltage_Sensor_3818",
        "Electrical_Power_Sensor_4474",
        "Frequency_Sensor_874",
        "Electrical_Power_Sensor_4030",
        "Electrical_Power_Sensor_7073",
        "Zone_Air_Temperature_Sensor_1781",
        "Zone_Air_Humidity_Sensor_2820",
        "Electrical_Power_Sensor_742",
        "Average_Zone_Air_Temperature_Sensor_7470",
        "Electrical_Power_Sensor_6599",
        "Air_Flow_Sensor_577",
        "Air_Flow_Sensor_3165",
        "Demand_Sensor_6330",
        "Zone_Air_Temperature_Sensor_7165",
        "Active_Power_Sensor_7240",
        "Chilled_Water_Supply_Flow_Sensor_409",
        "Duration_Sensor_951",
        "Supply_Air_Humidity_Sensor_5106",
        "Demand_Sensor_6264",
        "Air_Flow_Sensor_2875",
        "Damper_Position_Sensor_3496",
        "Average_Zone_Air_Temperature_Sensor_7080",
        "Reactive_Power_Sensor_7387",
        "Energy_Usage_Sensor_2628",
        "Air_Flow_Sensor_1499",
        "Filter_Differential_Pressure_Sensor_366",
        "Duration_Sensor_5134",
        "Valve_Position_Sensor_4212",
        "Duration_Sensor_7471",
        "Electrical_Power_Sensor_2933",
        "Thermal_Power_Sensor_7326",
        "Zone_Air_Temperature_Sensor_1851",
        "Duration_Sensor_7585",
        "Zone_Air_Temperature_Sensor_3051",
        "Valve_Position_Sensor_2210",
        "Air_Flow_Sensor_5756",
        "Return_Water_Temperature_Sensor_425",
        "Frequency_Sensor_7217",
        "Static_Pressure_Sensor_689",
        "Zone_Air_Temperature_Sensor_2375",
        "Duration_Sensor_6764",
        "Differential_Pressure_Sensor_5519",
        "Valve_Position_Sensor_4965",
        "Peak_Power_Demand_Sensor_1030",
        "Duration_Sensor_7133",
        "Zone_Air_Temperature_Sensor_4371",
        "Frequency_Sensor_7977",
        "Demand_Sensor_2792",
        "Rain_Sensor_3822",
        "Voltage_Sensor_452",
        "Demand_Sensor_6051",
        "Thermal_Power_Sensor_8326",
        "Chilled_Water_Return_Temperature_Sensor_5145",
        "Return_Air_Temperature_Sensor_6534",
        "Electrical_Power_Sensor_2898",
        "Valve_Position_Sensor_7444",
        "Frequency_Sensor_7210",
        "Electrical_Power_Sensor_3372",
        "Zone_Air_Temperature_Sensor_4727",
        "Valve_Position_Sensor_6345",
        "Voltage_Sensor_2385",
        "Electrical_Power_Sensor_5300",
        "Zone_Air_Temperature_Sensor_6536",
        "Zone_Air_Temperature_Sensor_6729",
        "Electrical_Power_Sensor_8036",
        "Water_Temperature_Sensor_1160",
        "Duration_Sensor_6262",
        "Duration_Sensor_1008",
        "Valve_Position_Sensor_4509",
        "Water_Flow_Sensor_6916",
        "Electrical_Power_Sensor_1193",
        "Differential_Pressure_Sensor_3378",
        "Active_Power_Sensor_6031",
        "Active_Power_Sensor_7700",
        "Supply_Air_Temperature_Sensor_5677",
        "Energy_Usage_Sensor_2828",
        "Electrical_Power_Sensor_3690",
        "Differential_Pressure_Sensor_5762",
        "Active_Power_Sensor_4498",
        "Zone_Air_Temperature_Sensor_6666",
        "Demand_Sensor_6342",
        "Duration_Sensor_4737",
        "Duration_Sensor_7727",
        "Duration_Sensor_961",
        "Valve_Position_Sensor_995",
        "Frequency_Sensor_2936",
        "Zone_Air_Humidity_Sensor_1946",
        "Valve_Position_Sensor_2373",
        "Valve_Position_Sensor_5045",
        "Current_Sensor_4313",
        "Thermal_Power_Sensor_5726",
        "Zone_Air_Humidity_Sensor_7241",
        "Air_Temperature_Sensor_228",
        "Return_Water_Temperature_Sensor_3830",
        "Valve_Position_Sensor_7967",
        "Electrical_Power_Sensor_5480",
        "Differential_Supply_Return_Water_Temperature_Sensor_6025",
        "Electrical_Power_Sensor_1389",
        "Demand_Sensor_7099",
        "Active_Power_Sensor_4652",
        "Duration_Sensor_672",
        "Supply_Air_Temperature_Sensor_6667",
        "Current_Sensor_399",
        "Demand_Sensor_6289",
        "Demand_Sensor_5743",
        "Zone_Air_Temperature_Sensor_6811",
        "Position_Sensor_213",
        "Demand_Sensor_2645",
        "Valve_Position_Sensor_77",
        "Valve_Position_Sensor_2660",
        "Energy_Usage_Sensor_2865",
        "Current_Sensor_8061",
        "Voltage_Sensor_1154",
        "Duration_Sensor_3161",
        "Pressure_Sensor_3277",
        "Electrical_Power_Sensor_5406",
        "Valve_Position_Sensor_7435",
        "Energy_Usage_Sensor_5775",
        "Air_Flow_Sensor_7478",
        "Duration_Sensor_3263",
        "Air_Temperature_Sensor_292",
        "Damper_Position_Sensor_4704",
        "Supply_Air_Static_Pressure_Sensor_1032",
        "Electrical_Power_Sensor_3554",
        "Demand_Sensor_836",
        "Active_Power_Sensor_2458",
        "Static_Pressure_Sensor_4246",
        "Reactive_Power_Sensor_1583",
        "Valve_Position_Sensor_8122",
        "Zone_Air_Temperature_Sensor_1037",
        "Differential_Supply_Return_Water_Temperature_Sensor_3965",
        "Air_Temperature_Sensor_385",
        "Return_Water_Temperature_Sensor_970",
        "Active_Power_Sensor_5104",
        "Peak_Power_Demand_Sensor_5699",
        "Voltage_Sensor_6086",
        "Air_Flow_Sensor_6339",
        "Valve_Position_Sensor_2248",
        "Voltage_Sensor_705",
        "Water_Flow_Sensor_3030",
        "Damper_Position_Sensor_873",
        "Electrical_Power_Sensor_2644",
        "Valve_Position_Sensor_5165",
        "Electrical_Power_Sensor_1427",
        "Duration_Sensor_4491",
        "Duration_Sensor_5777",
        "Damper_Position_Sensor_7228",
        "Voltage_Sensor_663",
        "Electrical_Power_Sensor_677",
        "Duration_Sensor_4238",
        "Valve_Position_Sensor_49",
        "Voltage_Sensor_539",
        "Electrical_Power_Sensor_7237",
        "Frequency_Sensor_2308",
        "Electrical_Power_Sensor_5173",
        "Electrical_Power_Sensor_2442",
        "Zone_Air_Temperature_Sensor_319",
        "Zone_Air_Humidity_Sensor_2036",
        "Supply_Air_Temperature_Sensor_5740",
        "Discharge_Air_Temperature_Sensor_578",
        "Duration_Sensor_608",
        "Electrical_Power_Sensor_631",
        "Thermal_Power_Sensor_2102",
        "Active_Power_Sensor_4100",
        "Voltage_Sensor_3403",
        "Valve_Position_Sensor_3751",
        "Discharge_Air_Temperature_Sensor_261",
        "Differential_Pressure_Sensor_1611",
        "Demand_Sensor_6637",
        "Demand_Sensor_4793",
        "Differential_Pressure_Sensor_6511",
        "Electrical_Power_Sensor_615",
        "Supply_Air_Temperature_Sensor_4703",
        "Hot_Water_Supply_Temperature_Sensor_7859",
        "Demand_Sensor_3069",
        "Static_Pressure_Sensor_5432",
        "Electrical_Power_Sensor_3057",
        "Valve_Position_Sensor_1622",
        "Chilled_Water_Supply_Flow_Sensor_3183",
        "Zone_Air_Temperature_Sensor_4871",
        "Zone_Air_Temperature_Sensor_2185",
        "Hot_Water_Return_Temperature_Sensor_7709",
        "Static_Pressure_Sensor_6578",
        "Position_Sensor_1690",
        "Frequency_Sensor_4176",
        "Demand_Sensor_6663",
        "Voltage_Sensor_1431",
        "Pressure_Sensor_5422",
        "Valve_Position_Sensor_5776",
        "Differential_Pressure_Sensor_7740",
        "Reactive_Power_Sensor_5678",
        "Electrical_Power_Sensor_4925",
        "Air_Flow_Sensor_8095",
        "Supply_Air_Temperature_Sensor_6817",
        "Air_Flow_Sensor_2429",
        "Demand_Sensor_7492",
        "Reactive_Power_Sensor_2302",
        "Return_Water_Temperature_Sensor_2887",
        "Reactive_Power_Sensor_2733",
        "Air_Flow_Sensor_5492",
        "Thermal_Power_Sensor_8174",
        "Peak_Power_Demand_Sensor_3911",
        "Reactive_Power_Sensor_4282",
        "Zone_Air_Temperature_Sensor_1405",
        "Valve_Position_Sensor_6490",
        "Reactive_Power_Sensor_4156",
        "Filter_Differential_Pressure_Sensor_569",
        "Zone_Air_Temperature_Sensor_8040",
        "Air_Flow_Sensor_4658",
        "Current_Sensor_7785",
        "Hot_Water_Return_Temperature_Sensor_4189",
        "Duration_Sensor_1638",
        "Zone_Air_Temperature_Sensor_6143",
        "Demand_Sensor_8221",
        "Damper_Position_Sensor_1320",
        "Valve_Position_Sensor_1703",
        "Duration_Sensor_2172",
        "Water_Flow_Sensor_6484",
        "Frequency_Sensor_5063",
        "Zone_Air_Temperature_Sensor_7205",
        "Electrical_Power_Sensor_601",
        "Demand_Sensor_1129",
        "Duration_Sensor_4389",
        "Energy_Usage_Sensor_557",
        "Load_Current_Sensor_4292",
        "Supply_Air_Temperature_Sensor_1707",
        "Duration_Sensor_4576",
        "Usage_Sensor_7578",
        "Voltage_Sensor_620",
        "Current_Sensor_1662",
        "Energy_Usage_Sensor_547",
        "Duration_Sensor_5478",
        "Return_Air_Temperature_Sensor_7912",
        "Valve_Position_Sensor_5180",
        "Position_Sensor_457",
        "Valve_Position_Sensor_4437",
        "Air_Flow_Sensor_6660",
        "Duration_Sensor_7086",
        "Damper_Position_Sensor_35",
        "Damper_Position_Sensor_2558",
        "Air_Flow_Sensor_2281",
        "Valve_Position_Sensor_2124",
        "Air_Temperature_Sensor_338",
        "Electrical_Power_Sensor_954",
        "Demand_Sensor_4112",
        "Frequency_Sensor_765",
        "Zone_Air_Temperature_Sensor_5218",
        "Electrical_Power_Sensor_2278",
        "Duration_Sensor_727",
        "Duration_Sensor_4082",
        "Current_Sensor_3529",
        "Current_Sensor_4198",
        "Demand_Sensor_7068",
        "Zone_Air_Humidity_Sensor_6093",
        "Duration_Sensor_5286",
        "Position_Sensor_248",
        "Demand_Sensor_191",
        "Peak_Power_Demand_Sensor_4330",
        "Demand_Sensor_2188",
        "Air_Flow_Sensor_5712",
        "Demand_Sensor_7994",
        "Zone_Air_Humidity_Sensor_1934",
        "Demand_Sensor_2167",
        "Air_Flow_Sensor_6206",
        "Demand_Sensor_2592",
        "Valve_Position_Sensor_3432",
        "Active_Power_Sensor_8298",
        "Active_Power_Sensor_3590",
        "Electrical_Power_Sensor_7536",
        "Demand_Sensor_4390",
        "Peak_Power_Demand_Sensor_7921",
        "Zone_Air_Temperature_Sensor_8280",
        "Frequency_Sensor_5247",
        "Demand_Sensor_4541",
        "Valve_Position_Sensor_4477",
        "Zone_Air_Temperature_Sensor_6074",
        "Zone_Air_Humidity_Sensor_2107",
        "Valve_Position_Sensor_1397",
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        "Valve_Position_Sensor_3727",
        "Duration_Sensor_1763",
        "Zone_Air_Humidity_Sensor_1347",
        "Pressure_Sensor_8181",
        "Air_Flow_Sensor_5030",
        "Air_Flow_Sensor_6301",
        "Zone_Air_Temperature_Sensor_3711",
        "Pressure_Sensor_6780",
        "Electrical_Power_Sensor_4150",
        "Zone_Air_Temperature_Sensor_2690",
        "Zone_Air_Temperature_Sensor_540",
        "Reactive_Power_Sensor_6349",
        "Static_Pressure_Sensor_360",
        "Chilled_Water_Supply_Temperature_Sensor_2716",
        "Duration_Sensor_2219",
        "Active_Power_Sensor_4722",
        "Duration_Sensor_229",
        "Differential_Pressure_Sensor_3415",
        "Differential_Pressure_Sensor_2484",
        "Zone_Air_Temperature_Sensor_6109",
        "Position_Sensor_8111",
        "Valve_Position_Sensor_1018",
        "Zone_Air_Temperature_Sensor_4995",
        "Valve_Position_Sensor_3608",
        "Supply_Air_Temperature_Sensor_6930",
        "Air_Temperature_Sensor_256",
        "Demand_Sensor_2692",
        "Hot_Water_Supply_Temperature_Sensor_5963",
        "Air_Flow_Sensor_5297",
        "Zone_Air_Temperature_Sensor_7293",
        "Duration_Sensor_7850",
        "Voltage_Sensor_1395",
        "Air_Flow_Sensor_869",
        "Duration_Sensor_286",
        "Current_Sensor_7575",
        "Valve_Position_Sensor_3814",
        "Duration_Sensor_3881",
        "Zone_Air_Humidity_Sensor_7880",
        "Electrical_Power_Sensor_5577",
        "Demand_Sensor_4774",
        "Duration_Sensor_6443",
        "Valve_Position_Sensor_419",
        "Demand_Sensor_3322",
        "Duration_Sensor_4971",
        "Electrical_Power_Sensor_1241",
        "Active_Power_Sensor_7247",
        "Demand_Sensor_3397",
        "Zone_Air_Temperature_Sensor_4515",
        "Duration_Sensor_121",
        "Air_Flow_Sensor_1822",
        "Demand_Sensor_3854",
        "Air_Temperature_Sensor_518",
        "Current_Sensor_605",
        "Voltage_Sensor_7197",
        "Chilled_Water_Return_Temperature_Sensor_8049",
        "Demand_Sensor_687",
        "Duration_Sensor_1304",
        "Air_Flow_Sensor_3459",
        "Zone_Air_Temperature_Sensor_5922",
        "Peak_Power_Demand_Sensor_3141",
        "Energy_Usage_Sensor_307",
        "Electrical_Power_Sensor_8173",
        "Electrical_Power_Sensor_7501",
        "Demand_Sensor_4095",
        "Valve_Position_Sensor_5564",
        "Frequency_Sensor_5879",
        "Duration_Sensor_1157",
        "Demand_Sensor_4887",
        "Air_Flow_Sensor_4443",
        "Supply_Air_Temperature_Sensor_3968",
        "Duration_Sensor_7131",
        "Thermal_Power_Sensor_7291",
        "Duration_Sensor_3555",
        "Air_Flow_Sensor_2039",
        "Air_Flow_Sensor_7",
        "Electrical_Power_Sensor_3504",
        "Duration_Sensor_5591",
        "Electrical_Power_Sensor_7684",
        "Valve_Position_Sensor_3192",
        "Duration_Sensor_3582",
        "Air_Flow_Sensor_4695",
        "Energy_Usage_Sensor_4928",
        "Demand_Sensor_3991",
        "Voltage_Sensor_5377",
        "Average_Zone_Air_Temperature_Sensor_3761",
        "Air_Flow_Sensor_7452",
        "Reactive_Power_Sensor_2083",
        "Duration_Sensor_2344",
        "Zone_Air_Humidity_Sensor_5754",
        "Duration_Sensor_7628",
        "Reactive_Power_Sensor_6545",
        "Reactive_Power_Sensor_2332",
        "Valve_Position_Sensor_5292",
        "Frequency_Sensor_3186",
        "Voltage_Sensor_5011",
        "Air_Flow_Sensor_7497",
        "Electrical_Power_Sensor_176",
        "Valve_Position_Sensor_4403",
        "Valve_Position_Sensor_4759",
        "Zone_Air_Humidity_Sensor_7130",
        "Average_Zone_Air_Temperature_Sensor_2530",
        "Return_Air_Temperature_Sensor_1740",
        "Air_Flow_Sensor_5260",
        "Reactive_Power_Sensor_914",
        "Electrical_Power_Sensor_6673",
        "Peak_Power_Demand_Sensor_4579",
        "Active_Power_Sensor_4071",
        "Differential_Pressure_Sensor_4563",
        "Wind_Direction_Sensor_2337",
        "Zone_Air_Dewpoint_Sensor_3702",
        "Active_Power_Sensor_4119",
        "Supply_Air_Temperature_Sensor_2006",
        "Duration_Sensor_663",
        "Electrical_Power_Sensor_7118",
        "Duration_Sensor_6106",
        "Current_Sensor_5195",
        "Duration_Sensor_1490",
        "Electrical_Power_Sensor_39",
        "Reactive_Power_Sensor_475",
        "Reactive_Power_Sensor_3418",
        "Electrical_Power_Sensor_689",
        "Outside_Air_Enthalpy_Sensor_1782",
        "Damper_Position_Sensor_3158",
        "Electrical_Power_Sensor_3581",
        "Static_Pressure_Sensor_3108",
        "Duration_Sensor_2967",
        "Electrical_Power_Sensor_7347",
        "Supply_Air_Temperature_Sensor_4912",
        "Peak_Power_Demand_Sensor_7545",
        "Frequency_Sensor_4633",
        "Zone_Air_Temperature_Sensor_6232",
        "Static_Pressure_Sensor_7428",
        "Zone_Air_Temperature_Sensor_3819",
        "Supply_Air_Temperature_Sensor_192",
        "Average_Zone_Air_Temperature_Sensor_361",
        "Valve_Position_Sensor_2329",
        "Demand_Sensor_5296",
        "Electrical_Power_Sensor_5960",
        "Electrical_Power_Sensor_6812",
        "Duration_Sensor_6627",
        "Voltage_Sensor_949",
        "Duration_Sensor_7320",
        "Frequency_Sensor_1660",
        "Air_Flow_Sensor_3922",
        "Active_Power_Sensor_1540",
        "Electrical_Power_Sensor_4603",
        "Zone_Air_Temperature_Sensor_7475",
        "Zone_Air_Humidity_Sensor_339",
        "Valve_Position_Sensor_6937",
        "Zone_Air_Temperature_Sensor_2254",
        "Voltage_Sensor_6087",
        "Reactive_Power_Sensor_5991",
        "Energy_Usage_Sensor_4427",
        "Demand_Sensor_377",
        "Electrical_Power_Sensor_5535",
        "Water_Temperature_Sensor_5278",
        "Valve_Position_Sensor_2815",
        "Damper_Position_Sensor_5673",
        "Voltage_Sensor_5681",
        "Reactive_Power_Sensor_6648",
        "Demand_Sensor_4104",
        "Duration_Sensor_4460",
        "Electrical_Power_Sensor_7161",
        "Duration_Sensor_428",
        "Usage_Sensor_711",
        "Duration_Sensor_721",
        "Electrical_Power_Sensor_6398",
        "Air_Flow_Sensor_4901",
        "Static_Pressure_Sensor_1333",
        "Active_Power_Sensor_1112",
        "Electrical_Power_Sensor_6181",
        "Electrical_Power_Sensor_4124",
        "Active_Power_Sensor_7630",
        "Frequency_Sensor_1669",
        "Valve_Position_Sensor_3244",
        "Active_Power_Sensor_1126",
        "Position_Sensor_77",
        "Static_Pressure_Sensor_3592",
        "Energy_Usage_Sensor_5120",
        "Electrical_Power_Sensor_6480",
        "Demand_Sensor_4896",
        "Energy_Usage_Sensor_7568",
        "Electrical_Power_Sensor_3725",
        "Valve_Position_Sensor_4321",
        "Electrical_Power_Sensor_792",
        "Voltage_Sensor_666",
        "Chilled_Water_Return_Temperature_Sensor_6252",
        "Electrical_Power_Sensor_188",
        "Filter_Differential_Pressure_Sensor_1761",
        "Duration_Sensor_4263",
        "Electrical_Power_Sensor_6304",
        "Valve_Position_Sensor_4873",
        "Voltage_Sensor_6636",
        "Zone_Air_Temperature_Sensor_2833",
        "Demand_Sensor_5665",
        "Duration_Sensor_6614",
        "Air_Flow_Sensor_3044",
        "Electrical_Power_Sensor_635",
        "Duration_Sensor_2813",
        "Return_Water_Temperature_Sensor_6056",
        "Duration_Sensor_6805",
        "Reactive_Power_Sensor_7455",
        "Zone_Air_Temperature_Sensor_708",
        "Damper_Position_Sensor_5253",
        "Position_Sensor_318",
        "Air_Flow_Sensor_3293",
        "Current_Sensor_6574",
        "Duration_Sensor_834",
        "Duration_Sensor_1708",
        "Valve_Position_Sensor_1805",
        "Electrical_Power_Sensor_7152",
        "Average_Zone_Air_Temperature_Sensor_7349",
        "Voltage_Sensor_1713",
        "Duration_Sensor_7672",
        "Voltage_Sensor_707",
        "Valve_Position_Sensor_1928",
        "Zone_Air_Temperature_Sensor_4956",
        "Zone_Air_Temperature_Sensor_5243",
        "Electrical_Power_Sensor_6492",
        "Frequency_Sensor_2750",
        "Duration_Sensor_639",
        "Zone_Air_Dewpoint_Sensor_226",
        "Duration_Sensor_7660",
        "Electrical_Power_Sensor_795",
        "Duration_Sensor_2631",
        "Zone_Air_Temperature_Sensor_5725",
        "Electrical_Power_Sensor_4573",
        "Electrical_Power_Sensor_5959",
        "Frequency_Sensor_570",
        "Water_Flow_Sensor_91",
        "Duration_Sensor_1263",
        "Energy_Usage_Sensor_8247",
        "Zone_Air_Temperature_Sensor_1642",
        "Duration_Sensor_5178",
        "Valve_Position_Sensor_5956",
        "Duration_Sensor_6602",
        "Voltage_Sensor_662",
        "Duration_Sensor_4961",
        "Duration_Sensor_7510",
        "Zone_Air_Temperature_Sensor_3523",
        "Air_Flow_Sensor_2616",
        "Demand_Sensor_194",
        "Water_Flow_Sensor_2134",
        "Reactive_Power_Sensor_5293",
        "Electrical_Power_Sensor_1497",
        "Hot_Water_Supply_Temperature_Sensor_180",
        "Electrical_Power_Sensor_4155",
        "Air_Flow_Sensor_1778",
        "Demand_Sensor_660",
        "Electrical_Power_Sensor_4991",
        "Electrical_Power_Sensor_5204",
        "Demand_Sensor_4484",
        "Zone_Air_Temperature_Sensor_1980",
        "Air_Flow_Sensor_4235",
        "Duration_Sensor_1285",
        "Duration_Sensor_2205",
        "Electrical_Power_Sensor_2683",
        "Zone_Air_Temperature_Sensor_3890",
        "Current_Sensor_2649",
        "Electrical_Power_Sensor_301",
        "Air_Flow_Sensor_5773",
        "Zone_Air_Humidity_Sensor_2270",
        "Discharge_Air_Temperature_Sensor_550",
        "Average_Zone_Air_Temperature_Sensor_830",
        "Current_Sensor_3234",
        "Valve_Position_Sensor_4249",
        "Zone_Air_Temperature_Sensor_78",
        "Air_Temperature_Sensor_387",
        "Duration_Sensor_7328",
        "Valve_Position_Sensor_1752",
        "Duration_Sensor_4689",
        "Electrical_Power_Sensor_34",
        "Valve_Position_Sensor_1077",
        "Position_Sensor_538",
        "Discharge_Air_Temperature_Sensor_336",
        "Static_Pressure_Sensor_6213",
        "Air_Flow_Sensor_6281",
        "Active_Power_Sensor_4647",
        "Electrical_Power_Sensor_525",
        "Electrical_Power_Sensor_5845",
        "Voltage_Sensor_6129",
        "Air_Temperature_Sensor_130",
        "Voltage_Sensor_71",
        "Zone_Air_Temperature_Sensor_230",
        "Static_Pressure_Sensor_695",
        "Reactive_Power_Sensor_2793",
        "Duration_Sensor_4544",
        "Position_Sensor_4760",
        "Active_Power_Sensor_2244",
        "Active_Power_Sensor_6776",
        "Current_Sensor_6775",
        "Differential_Pressure_Sensor_994",
        "Peak_Power_Demand_Sensor_1061",
        "Demand_Sensor_5321",
        "Demand_Sensor_3593",
        "Supply_Air_Temperature_Sensor_460",
        "Peak_Power_Demand_Sensor_5687",
        "Peak_Power_Demand_Sensor_4470",
        "Air_Flow_Sensor_6846",
        "Discharge_Air_Temperature_Sensor_297",
        "Demand_Sensor_2370",
        "Duration_Sensor_8069",
        "Duration_Sensor_7413",
        "Demand_Sensor_744",
        "Reactive_Power_Sensor_7787",
        "Valve_Position_Sensor_3197",
        "Static_Pressure_Sensor_4144",
        "Duration_Sensor_3816",
        "Voltage_Sensor_708",
        "Voltage_Sensor_1403",
        "Outside_Air_Humidity_Sensor_1730",
        "Electrical_Power_Sensor_637",
        "Zone_Air_Humidity_Sensor_6048",
        "Voltage_Sensor_5107",
        "Position_Sensor_513",
        "Frequency_Sensor_6681",
        "Electrical_Power_Sensor_5025",
        "Duration_Sensor_1736",
        "Electrical_Power_Sensor_4054",
        "Voltage_Sensor_5900",
        "Energy_Usage_Sensor_1530",
        "Duration_Sensor_2189",
        "Average_Zone_Air_Temperature_Sensor_4948",
        "Air_Flow_Sensor_2003",
        "Static_Pressure_Sensor_7522",
        "Air_Flow_Sensor_7870",
        "Supply_Air_Temperature_Sensor_4073",
        "Voltage_Sensor_3855",
        "Electrical_Power_Sensor_320",
        "Demand_Sensor_4767",
        "Duration_Sensor_6489",
        "Current_Sensor_7552",
        "Duration_Sensor_3437",
        "Differential_Supply_Return_Water_Temperature_Sensor_6965",
        "Valve_Position_Sensor_3671",
        "Reactive_Power_Sensor_6760",
        "Voltage_Sensor_3689",
        "Zone_Air_Temperature_Sensor_4812",
        "Duration_Sensor_1428",
        "Damper_Position_Sensor_1956",
        "Electrical_Power_Sensor_4781",
        "Electrical_Power_Sensor_7258",
        "Current_Sensor_7796",
        "Duration_Sensor_499",
        "Electrical_Power_Sensor_7638",
        "Duration_Sensor_3498",
        "Electrical_Power_Sensor_722",
        "Valve_Position_Sensor_2513",
        "Reactive_Power_Sensor_466",
        "Duration_Sensor_5852",
        "Demand_Sensor_6165",
        "Duration_Sensor_6371",
        "Zone_Air_Temperature_Sensor_4595",
        "Demand_Sensor_1684",
        "Hot_Water_Return_Temperature_Sensor_1559",
        "Electrical_Power_Sensor_2165",
        "Demand_Sensor_3284",
        "Zone_Air_Temperature_Sensor_745",
        "Energy_Usage_Sensor_3955",
        "Zone_Air_Temperature_Sensor_2975",
        "Average_Zone_Air_Temperature_Sensor_2455",
        "Duration_Sensor_590",
        "Valve_Position_Sensor_6474",
        "Air_Flow_Sensor_973",
        "Current_Sensor_5498",
        "Supply_Air_Temperature_Sensor_3999",
        "Frequency_Sensor_1902",
        "Zone_Air_Temperature_Sensor_203",
        "Valve_Position_Sensor_2892",
        "Voltage_Sensor_8127",
        "Zone_Air_Temperature_Sensor_8329",
        "Usage_Sensor_5850",
        "Zone_Air_Temperature_Sensor_5509",
        "Energy_Usage_Sensor_1895",
        "Electrical_Power_Sensor_4481",
        "Reactive_Power_Sensor_7868",
        "Voltage_Sensor_7385",
        "Air_Flow_Sensor_4839",
        "Damper_Position_Sensor_3137",
        "Damper_Position_Sensor_486",
        "Demand_Sensor_7046",
        "Valve_Position_Sensor_607",
        "Zone_Air_Dewpoint_Sensor_3549",
        "Zone_Air_Dewpoint_Sensor_1439",
        "Frequency_Sensor_6023",
        "Current_Sensor_122",
        "Demand_Sensor_3532",
        "Electrical_Power_Sensor_1200",
        "Damper_Position_Sensor_252",
        "Filter_Differential_Pressure_Sensor_212",
        "Demand_Sensor_2577",
        "Voltage_Sensor_8273",
        "Current_Sensor_5887",
        "Valve_Position_Sensor_4314",
        "Current_Sensor_879",
        "Position_Sensor_143",
        "Energy_Usage_Sensor_6821",
        "Reactive_Power_Sensor_1969",
        "Air_Flow_Sensor_7721",
        "Reactive_Power_Sensor_7802",
        "Supply_Air_Temperature_Sensor_5975",
        "Static_Pressure_Sensor_155",
        "Valve_Position_Sensor_3665",
        "Zone_Air_Temperature_Sensor_2856",
        "Duration_Sensor_1009",
        "Voltage_Sensor_46",
        "Demand_Sensor_3886",
        "Duration_Sensor_6945",
        "Average_Zone_Air_Temperature_Sensor_6115",
        "Duration_Sensor_3978",
        "Valve_Position_Sensor_6770",
        "Demand_Sensor_3892",
        "Active_Power_Sensor_7181",
        "Demand_Sensor_6610",
        "Demand_Sensor_446",
        "Frequency_Sensor_2266",
        "Electrical_Power_Sensor_3578",
        "Air_Flow_Sensor_312",
        "Electrical_Power_Sensor_6711",
        "Load_Current_Sensor_530",
        "Air_Flow_Sensor_478",
        "Demand_Sensor_1581",
        "Valve_Position_Sensor_2794"
    ],
    "covariates": [
        "Dew_Point_Setpoint_7159",
        "Speed_Setpoint_2825",
        "Operating_Mode_Status_7854",
        "Humidification_Start_Stop_Status_3706",
        "Differential_Pressure_Setpoint_483",
        "Room_Air_Temperature_Setpoint_4602",
        "Room_Air_Temperature_Setpoint_594",
        "Outside_Air_Lockout_Temperature_Setpoint_2047",
        "Air_Flow_Setpoint_2209",
        "Status_797",
        "Operating_Mode_Status_1425",
        "Fan_Status_2726",
        "Cooling_Temperature_Setpoint_6201",
        "Fan_Status_3524",
        "Air_Flow_Setpoint_2564",
        "Fan_Status_6906",
        "Proportional_Gain_Parameter_3619",
        "Heating_Temperature_Setpoint_149",
        "Speed_Setpoint_5642",
        "Fault_Status_224",
        "Speed_Setpoint_5404",
        "Operating_Mode_Status_6798",
        "Max_Temperature_Setpoint_Limit_354",
        "Mode_Status_6856",
        "Speed_Setpoint_2257",
        "Speed_Setpoint_326",
        "Fan_Status_7479",
        "Mode_Status_7042",
        "Operating_Mode_Status_1153",
        "System_Status_347",
        "Cooling_Temperature_Setpoint_291",
        "Enable_Status_4538",
        "System_Status_3152",
        "Room_Air_Temperature_Setpoint_4014",
        "Mode_Status_7244",
        "Speed_Setpoint_3629",
        "Enable_Status_4892",
        "Status_4752",
        "Water_Temperature_Setpoint_6141",
        "Room_Air_Temperature_Setpoint_1230",
        "Off_Command_5780",
        "Room_Air_Temperature_Setpoint_3817",
        "Status_7663",
        "Air_Flow_Setpoint_3016",
        "Min_Temperature_Setpoint_Limit_7",
        "System_Shutdown_Status_1878",
        "Enable_Status_5993",
        "Air_Flow_Setpoint_4909",
        "Mode_Status_8262",
        "Fan_Status_1264",
        "Mode_Status_7340",
        "Mode_Status_5808",
        "Fan_Status_5767",
        "Heating_Supply_Air_Temperature_Deadband_Setpoint_3515",
        "Air_Flow_Setpoint_1647",
        "Mode_Status_3481",
        "Temperature_Setpoint_468",
        "Status_2037",
        "Integral_Gain_Parameter_5545",
        "Supply_Air_Static_Pressure_Setpoint_3705",
        "Mode_Status_6367",
        "Heating_Command_598",
        "Enable_Status_3478",
        "Speed_Setpoint_4408",
        "Speed_Setpoint_4154",
        "Off_Command_8228",
        "Fan_Status_236",
        "Maintenance_Required_Alarm_7845",
        "Room_Air_Temperature_Setpoint_7613",
        "Differential_Pressure_Setpoint_7108",
        "Enable_Status_6998",
        "System_Status_5164",
        "Mode_Status_7932",
        "Room_Air_Temperature_Setpoint_5795",
        "Pressure_Alarm_2536",
        "On_Command_1695",
        "Mode_Status_956",
        "Damper_Position_Setpoint_7352",
        "Room_Air_Temperature_Setpoint_6803",
        "Operating_Mode_Status_325",
        "Fan_Status_6692",
        "Speed_Setpoint_4867",
        "Status_7591",
        "Room_Air_Temperature_Setpoint_1382",
        "Pressure_Alarm_6395",
        "Cooling_Temperature_Setpoint_255",
        "Fan_Status_467",
        "Speed_Setpoint_7088",
        "Speed_Setpoint_4895",
        "Operating_Mode_Status_4196",
        "Mode_Status_2685",
        "Temperature_Setpoint_0",
        "Enable_Status_4002",
        "Room_Air_Temperature_Setpoint_3950",
        "Min_Temperature_Setpoint_Limit_477",
        "Mode_Status_7311",
        "Mode_Status_2651",
        "Pressure_Alarm_715",
        "Speed_Setpoint_1168",
        "Air_Flow_Setpoint_3215",
        "Room_Air_Temperature_Setpoint_1648",
        "Fan_Status_6351",
        "Room_Air_Temperature_Setpoint_7157",
        "Status_8182",
        "Fan_Status_323",
        "Speed_Setpoint_6234",
        "Maintenance_Mode_Command_4461",
        "Fan_Status_4029",
        "Mode_Status_5593",
        "Status_5621",
        "Operating_Mode_Status_7408",
        "Mode_Status_4110",
        "Mode_Status_5897",
        "Mode_Status_5834",
        "Fan_Status_1226",
        "Mode_Command_1212",
        "Min_Temperature_Setpoint_Limit_355",
        "System_Status_7743",
        "Speed_Setpoint_4831",
        "Off_Command_783",
        "Room_Air_Temperature_Setpoint_7366",
        "Enable_Status_539",
        "Room_Air_Temperature_Setpoint_7675",
        "Fan_Status_6410",
        "Mode_Status_3604",
        "System_Shutdown_Status_1305",
        "Air_Flow_Setpoint_1251",
        "Min_Position_Setpoint_Limit_258",
        "EconCycle_Start_Stop_Status_7313",
        "Max_Air_Temperature_Setpoint_212",
        "System_Shutdown_Status_1950",
        "Fan_Status_1854",
        "Room_Air_Temperature_Setpoint_6174",
        "System_Status_193",
        "System_Shutdown_Status_4875",
        "Operating_Mode_Status_2925",
        "Room_Air_Temperature_Setpoint_6149",
        "Status_8308",
        "Proportional_Gain_Parameter_5002",
        "Cooling_Temperature_Setpoint_15",
        "Status_45",
        "Air_Flow_Setpoint_3666",
        "Static_Pressure_Setpoint_7382",
        "Mode_Status_4987",
        "Speed_Setpoint_1319",
        "Mode_Status_3094",
        "System_Status_173",
        "Max_Temperature_Setpoint_Limit_139",
        "Speed_Setpoint_6853",
        "On_Off_Status_2443",
        "Air_Flow_Setpoint_6059",
        "Air_Flow_Setpoint_7169",
        "Supply_Air_Temperature_Setpoint_4471",
        "Off_Command_2599",
        "Status_7829",
        "System_Status_494",
        "Air_Flow_Setpoint_2456",
        "Temperature_Setpoint_440",
        "Operating_Mode_Status_6424",
        "Mode_Command_207",
        "Operating_Mode_Status_4084",
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        "System_Shutdown_Status_6640",
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        "On_Off_Status_3062",
        "Enable_Status_130",
        "Air_Flow_Setpoint_1461",
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        "Dehumidification_Start_Stop_Status_7695",
        "Room_Air_Temperature_Setpoint_1808",
        "Cooling_Temperature_Setpoint_7946",
        "Fan_On_Off_Status_2921",
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        "Integral_Gain_Parameter_4630",
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        "Room_Air_Temperature_Setpoint_1984",
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        "Flow_Setpoint_8042",
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        "Maintenance_Required_Alarm_1468",
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        "Operating_Mode_Status_6148",
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        "Heating_Temperature_Setpoint_83",
        "Mode_Status_2669",
        "Air_Flow_Setpoint_8323",
        "Fan_Status_6290",
        "System_Enable_Command_196",
        "Off_Command_4037",
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        "Temperature_Setpoint_265",
        "On_Off_Status_258",
        "System_Status_247",
        "Fan_Status_6575",
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        "Differential_Pressure_Setpoint_511",
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        "Mode_Status_1262",
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        "Max_Discharge_Air_Temperature_Setpoint_Limit_368",
        "Air_Flow_Setpoint_3857",
        "Mode_Status_7389",
        "Speed_Setpoint_2264",
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        "Supply_Air_Temperature_Setpoint_3455",
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        "System_Status_2876",
        "Speed_Setpoint_2111",
        "Fan_Status_6568",
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        "Speed_Setpoint_3035",
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        "Room_Air_Temperature_Setpoint_5966",
        "Supply_Air_Static_Pressure_Setpoint_5554",
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        "Max_Limit_2523",
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        "Enable_Status_4306",
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        "Cooling_Supply_Air_Temperature_Deadband_Setpoint_2844",
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        "Enable_Status_5170",
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        "Min_Temperature_Setpoint_Limit_474",
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        "Max_Temperature_Setpoint_Limit_269",
        "Room_Air_Temperature_Setpoint_260",
        "Operating_Mode_Status_7199",
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        "Room_Air_Temperature_Setpoint_5423",
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        "Failure_Alarm_6796",
        "System_Shutdown_Status_4333",
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        "Speed_Setpoint_605",
        "Speed_Setpoint_2768",
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        "Mode_Status_3514",
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        "Fan_Status_7604",
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        "Speed_Setpoint_6874",
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        "Fault_Status_6488",
        "Min_Speed_Setpoint_Limit_3388",
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        "System_Status_1058",
        "Differential_Pressure_Setpoint_2817",
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        "Min_Temperature_Setpoint_Limit_311",
        "Alarm_1140",
        "Proportional_Gain_Parameter_2619",
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        "Speed_Setpoint_3449",
        "Mode_Status_3242",
        "Low_Outside_Air_Temperature_Enable_Setpoint_254",
        "On_Command_5560",
        "System_Shutdown_Status_2304",
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        "Mode_Status_7662",
        "Max_Speed_Setpoint_Limit_3989",
        "Dew_Point_Setpoint_7117",
        "Cooling_Temperature_Setpoint_461",
        "Operating_Mode_Status_5592",
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        "Mode_Command_183",
        "Heating_Command_595",
        "Status_3634",
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        "On_Off_Status_8292",
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        "Proportional_Gain_Parameter_5289",
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        "Operating_Mode_Status_5825",
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        "Alarm_8016",
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        "System_Enable_Command_306",
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        "Pressure_Alarm_2088",
        "System_Status_2986",
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        "Static_Pressure_Setpoint_950",
        "Enable_Status_1637",
        "Operating_Mode_Status_3227",
        "Max_Temperature_Setpoint_Limit_70",
        "Speed_Setpoint_2964",
        "System_Status_7590",
        "Speed_Setpoint_3326",
        "Enable_Status_3557",
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        "System_Status_7179",
        "Air_Temperature_Setpoint_2149",
        "Speed_Setpoint_5009",
        "Speed_Setpoint_1509",
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        "Speed_Setpoint_7119",
        "Status_3337",
        "Proportional_Gain_Parameter_650",
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        "Room_Air_Temperature_Setpoint_5873",
        "Room_Air_Temperature_Setpoint_2309",
        "Time_Setpoint_1122",
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        "Room_Air_Temperature_Setpoint_1973",
        "Fan_Status_2355",
        "Operating_Mode_Status_1392",
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        "Integral_Gain_Parameter_5302",
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        "Air_Flow_Setpoint_5118",
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        "Fan_Status_5324",
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        "Proportional_Gain_Parameter_498",
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        "Operating_Mode_Status_8284",
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        "Room_Air_Temperature_Setpoint_2600",
        "Speed_Setpoint_2842",
        "Off_Command_813",
        "Dew_Point_Setpoint_935",
        "Speed_Setpoint_5502",
        "System_Enable_Command_88",
        "Enable_Status_8083",
        "Min_Discharge_Air_Temperature_Setpoint_Limit_516",
        "Enable_Status_3784",
        "Integral_Gain_Parameter_6633",
        "Max_Temperature_Setpoint_Limit_500",
        "Mode_Command_508",
        "Room_Air_Temperature_Setpoint_2709",
        "Cooling_Command_419",
        "Enable_Status_5918",
        "Enable_Status_6332",
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        "Speed_Setpoint_4709",
        "On_Off_Status_4813",
        "Differential_Pressure_Setpoint_281",
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        "Off_Command_7262",
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        "Status_2714",
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        "Status_8001",
        "Enable_Status_7286",
        "Operating_Mode_Status_6132",
        "Operating_Mode_Status_3563",
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        "Room_Air_Temperature_Setpoint_6288",
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        "System_Status_19",
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        "Speed_Setpoint_5036",
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        "Speed_Setpoint_52",
        "Speed_Setpoint_5288",
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        "Cooling_Supply_Air_Temperature_Deadband_Setpoint_782",
        "Status_2462",
        "Off_Command_7948",
        "Mode_Status_5454",
        "Mode_Status_1774",
        "Enable_Status_5784",
        "Mode_Status_7920",
        "Max_Discharge_Air_Temperature_Setpoint_Limit_324",
        "Unit_Failure_Alarm_2343",
        "Fault_Status_4701",
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        "Fan_Status_3055",
        "Enable_Status_5058",
        "Zone_Air_Humidity_Setpoint_7397",
        "System_Shutdown_Status_5559",
        "Min_Speed_Setpoint_Limit_2743",
        "Speed_Setpoint_1419",
        "System_Shutdown_Status_7521",
        "Max_Discharge_Air_Temperature_Setpoint_Limit_284",
        "Speed_Setpoint_5636",
        "Mode_Status_7448",
        "Alarm_2885",
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        "System_Status_4146",
        "Operating_Mode_Status_36",
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        "Speed_Setpoint_223",
        "System_Status_4830",
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        "System_Shutdown_Status_5214",
        "Room_Air_Temperature_Setpoint_5337",
        "Max_Limit_2359",
        "Fan_Status_4626",
        "Mode_Status_1368",
        "System_Shutdown_Status_2212",
        "System_Status_466",
        "Speed_Setpoint_7928",
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        "Mode_Status_8135",
        "Enable_Status_6113",
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        "Fan_Status_1487",
        "Air_Flow_Setpoint_2299",
        "Min_Air_Temperature_Setpoint_5473",
        "Speed_Setpoint_6343",
        "Speed_Setpoint_5089",
        "Max_Discharge_Air_Temperature_Setpoint_Limit_458",
        "Speed_Setpoint_7196",
        "Room_Air_Temperature_Setpoint_1162",
        "Fan_Status_2630",
        "On_Off_Status_1977",
        "Humidification_Start_Stop_Status_3235",
        "System_Shutdown_Status_7092",
        "Fan_Status_2363",
        "Air_Flow_Setpoint_5229",
        "System_Status_3103",
        "Room_Air_Temperature_Setpoint_8279",
        "Room_Air_Temperature_Setpoint_6765",
        "Speed_Setpoint_1106",
        "Speed_Setpoint_448",
        "System_Status_7243",
        "Operating_Mode_Status_2214",
        "Cooling_Temperature_Setpoint_330",
        "Air_Flow_Setpoint_654",
        "Mode_Status_7185",
        "Mode_Status_4981",
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        "Mode_Status_5069",
        "Speed_Setpoint_7105",
        "Fan_Status_4827",
        "Mode_Status_4398",
        "Min_Speed_Setpoint_Limit_6651",
        "System_Status_3580",
        "System_Shutdown_Status_6294",
        "Fan_Status_4549",
        "Min_Temperature_Setpoint_Limit_52",
        "Damper_Position_Setpoint_7260",
        "Speed_Setpoint_5380",
        "Operating_Mode_Status_7476",
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        "Enable_Status_5835",
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        "Static_Pressure_Setpoint_7891",
        "Speed_Setpoint_2796",
        "Speed_Setpoint_7138",
        "Operating_Mode_Status_14",
        "Max_Speed_Setpoint_Limit_6919",
        "Status_5433",
        "Time_Setpoint_1151",
        "Speed_Setpoint_387",
        "Off_Command_7991",
        "Alarm_3966",
        "Speed_Setpoint_7857",
        "Speed_Setpoint_6150",
        "Differential_Pressure_Setpoint_231",
        "Mode_Status_2432",
        "Integral_Gain_Parameter_2775",
        "System_Status_7395",
        "Fan_Status_96",
        "Supply_Air_Temperature_Setpoint_3442",
        "Alarm_4775",
        "Enable_Status_4480",
        "Status_643",
        "System_Shutdown_Status_6021",
        "On_Off_Status_5955",
        "Fan_Status_3172",
        "Fan_Status_850",
        "Operating_Mode_Status_4791",
        "Speed_Setpoint_2984",
        "Enable_Status_7351",
        "Operating_Mode_Status_7474",
        "Differential_Pressure_Setpoint_5343",
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        "Enable_Status_7832",
        "Enable_Status_7762",
        "Cooling_Temperature_Setpoint_517",
        "On_Off_Status_2227",
        "Enable_Status_7505",
        "System_Shutdown_Status_1794",
        "Room_Air_Temperature_Setpoint_6969",
        "Failure_Alarm_206",
        "Temperature_Setpoint_553",
        "Fan_Status_1342",
        "Air_Flow_Setpoint_6719",
        "Enable_Status_1443",
        "Fan_Status_2748",
        "Min_Air_Temperature_Setpoint_6500",
        "Heating_Demand_Setpoint_597",
        "Alarm_299",
        "Max_Speed_Setpoint_Limit_6135",
        "System_Shutdown_Status_7833",
        "Room_Air_Temperature_Setpoint_549",
        "Speed_Setpoint_3253",
        "Fan_Status_7657",
        "Mode_Status_1078",
        "Integral_Gain_Parameter_4906",
        "Mode_Status_2826",
        "Status_5142",
        "Speed_Setpoint_7685",
        "Fan_Status_1641",
        "Max_Discharge_Air_Temperature_Setpoint_Limit_249",
        "Fan_Status_6801",
        "Max_Temperature_Setpoint_Limit_472",
        "Mode_Command_142",
        "Enable_Status_5015",
        "Operating_Mode_Status_6891",
        "Enable_Status_1074",
        "Heating_Temperature_Setpoint_2940",
        "Operating_Mode_Status_2166",
        "Zone_Air_Humidity_Setpoint_4197",
        "Fan_Status_5398",
        "System_Shutdown_Status_6754",
        "Fan_On_Off_Status_4411",
        "Heating_Temperature_Setpoint_17",
        "Heating_Temperature_Setpoint_332",
        "Mode_Status_2851",
        "Speed_Setpoint_5985",
        "Max_Temperature_Setpoint_Limit_557",
        "System_Status_3637",
        "Max_Discharge_Air_Temperature_Setpoint_Limit_571",
        "Heating_Temperature_Setpoint_105",
        "System_Status_593",
        "Enable_Status_7095",
        "Enable_Status_895",
        "Fan_Status_8059",
        "Status_261",
        "Enable_Status_185",
        "Room_Air_Temperature_Setpoint_7690",
        "Damper_Position_Setpoint_6552",
        "System_Status_3250",
        "Room_Air_Temperature_Setpoint_380",
        "Water_Temperature_Setpoint_7855",
        "Operating_Mode_Status_5933",
        "Speed_Setpoint_6539",
        "Emergency_Alarm_8079",
        "Speed_Setpoint_5312",
        "Status_6558",
        "System_Shutdown_Status_7524",
        "On_Command_3748",
        "Air_Flow_Setpoint_1041",
        "Mode_Status_1801",
        "Min_Temperature_Setpoint_Limit_115",
        "On_Command_839",
        "Air_Flow_Setpoint_4814",
        "Stages_Status_410",
        "Static_Pressure_Setpoint_2073",
        "Room_Air_Temperature_Setpoint_3620",
        "On_Command_7863",
        "System_Shutdown_Status_2700",
        "Max_Temperature_Setpoint_Limit_5",
        "On_Off_Status_6836",
        "Fan_Status_4864",
        "System_Status_7445",
        "Status_701",
        "Fan_Status_5508",
        "Dew_Point_Setpoint_2493",
        "Supply_Air_Temperature_Setpoint_7715",
        "Fault_Status_5815",
        "Enable_Status_144",
        "Operating_Mode_Status_3694",
        "Speed_Setpoint_5029",
        "Air_Temperature_Setpoint_3434",
        "Mode_Status_536",
        "Cooling_Temperature_Setpoint_59",
        "Room_Air_Temperature_Setpoint_4377",
        "Speed_Setpoint_3871",
        "Speed_Setpoint_1848",
        "Min_Temperature_Setpoint_Limit_71",
        "Speed_Setpoint_7306",
        "Time_Setpoint_173",
        "Mode_Status_2697",
        "Air_Flow_Setpoint_332",
        "Mode_Status_1043",
        "Heating_Temperature_Setpoint_576",
        "Operating_Mode_Status_4045",
        "Max_Temperature_Setpoint_Limit_353",
        "Emergency_Alarm_4696",
        "System_Status_4743",
        "Mode_Status_8224",
        "Room_Air_Temperature_Setpoint_6529",
        "Room_Air_Temperature_Setpoint_3487",
        "Min_Temperature_Setpoint_Limit_532",
        "Speed_Setpoint_6450",
        "Status_3075",
        "System_Status_6525",
        "Room_Air_Temperature_Setpoint_422",
        "System_Enable_Command_231",
        "Room_Air_Temperature_Setpoint_225",
        "Temperature_Setpoint_43",
        "Air_Flow_Setpoint_1700",
        "Operating_Mode_Status_3708",
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        "System_Status_2591",
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        "Operating_Mode_Status_7888",
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        "Speed_Setpoint_7704",
        "Speed_Setpoint_1204",
        "Overload_Alarm_7254",
        "Operating_Mode_Status_487",
        "Time_Setpoint_5779",
        "Humidity_Setpoint_20",
        "Status_4649",
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        "Outside_Air_Temperature_Setpoint_428",
        "System_Status_7348",
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        "Speed_Setpoint_851",
        "Fan_Status_6624",
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        "Fan_On_Off_Status_1474",
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        "Room_Air_Temperature_Setpoint_1938",
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        "Fan_Status_5683",
        "Cooling_Temperature_Setpoint_3759",
        "Operating_Mode_Status_1273",
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        "Room_Air_Temperature_Setpoint_6989",
        "Status_3962",
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        "Enable_Status_482",
        "Proportional_Gain_Parameter_2702",
        "Operating_Mode_Status_369",
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        "Max_Temperature_Setpoint_Limit_533",
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        "Mode_Status_108",
        "Mode_Status_2916",
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        "Operating_Mode_Status_2502",
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        "Status_253",
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        "Operating_Mode_Status_5791",
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        "Off_Command_6317",
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        "Enable_Status_1877",
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        "System_Shutdown_Status_5359",
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        "Status_5203",
        "System_Status_298",
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        "Min_Temperature_Setpoint_Limit_50",
        "System_Status_7705",
        "Time_Setpoint_4606",
        "Fan_Status_6437",
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        "Max_Temperature_Setpoint_Limit_476",
        "Speed_Setpoint_27",
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        "Temperature_Setpoint_8029",
        "Mode_Status_4204",
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        "Damper_Position_Setpoint_1484",
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        "Outside_Air_Lockout_Temperature_Setpoint_4478",
        "Speed_Setpoint_585",
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        "Pressure_Alarm_7334",
        "System_Enable_Command_154",
        "Mode_Status_24",
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        "Status_474",
        "Max_Temperature_Setpoint_Limit_4",
        "Status_2452",
        "Room_Air_Temperature_Setpoint_128",
        "Unit_Failure_Alarm_5846",
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        "Operating_Mode_Status_2858",
        "System_Status_579",
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        "System_Status_2618",
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        "Mode_Status_1997",
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        "Proportional_Gain_Parameter_8311",
        "Mode_Status_7053",
        "Fan_Status_7168",
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        "Room_Air_Temperature_Setpoint_1899",
        "Cooling_Temperature_Setpoint_125",
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        "Enable_Status_1922",
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        "Max_Temperature_Setpoint_Limit_158",
        "Mode_Status_6466",
        "Mode_Status_2260",
        "Operating_Mode_Status_5481",
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        "Status_5290",
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        "Discharge_Air_Temperature_Setpoint_3140",
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        "Differential_Pressure_Setpoint_246",
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        "Damper_Position_Setpoint_5766",
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        "Max_Speed_Setpoint_Limit_6747",
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        "EconCycle_Start_Stop_Status_7187",
        "Proportional_Gain_Parameter_351",
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        "Proportional_Gain_Parameter_45",
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        "Cooling_Temperature_Setpoint_147",
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        "Fault_Status_4127",
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        "Mode_Status_4690",
        "Min_Temperature_Setpoint_Limit_505",
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        "Operating_Mode_Status_6562",
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        "Mode_Status_8340",
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        "Air_Flow_Setpoint_2742",
        "Status_1960",
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        "Speed_Setpoint_2032",
        "Speed_Setpoint_7045",
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        "Room_Air_Temperature_Setpoint_6655",
        "Status_6375",
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        "Speed_Setpoint_3984",
        "Room_Air_Temperature_Setpoint_3349",
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        "Outside_Air_Lockout_Temperature_Setpoint_40",
        "System_Shutdown_Status_7362",
        "Operating_Mode_Status_1469",
        "Proportional_Gain_Parameter_8064",
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        "Fan_Status_1942",
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        "Min_Speed_Setpoint_Limit_6591",
        "Fan_Status_7753",
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        "Status_2698",
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        "Outside_Air_Lockout_Temperature_Setpoint_253",
        "Room_Air_Temperature_Setpoint_1441",
        "Mode_Status_7176",
        "Fan_Status_2195",
        "Time_Setpoint_6980",
        "Mode_Status_3210",
        "Operating_Mode_Status_457",
        "Fan_Status_3610",
        "Dew_Point_Setpoint_7431",
        "Speed_Setpoint_7115",
        "Operating_Mode_Status_0",
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        "Mode_Status_2854",
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        "Damper_Position_Setpoint_1318",
        "On_Off_Status_4550",
        "Mode_Status_7779",
        "Proportional_Gain_Parameter_163",
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        "Max_Speed_Setpoint_Limit_1435",
        "Min_Temperature_Setpoint_Limit_236",
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        "Room_Air_Temperature_Setpoint_2435",
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        "Room_Air_Temperature_Setpoint_634",
        "Enable_Status_683",
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        "Fan_Status_1663",
        "Time_Setpoint_5524",
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        "Fan_Status_627",
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        "Proportional_Gain_Parameter_1436",
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        "Fan_Status_2314",
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        "Room_Air_Temperature_Setpoint_4375",
        "Room_Air_Temperature_Setpoint_4098",
        "Speed_Setpoint_658",
        "Differential_Pressure_Setpoint_8063",
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        "Min_Limit_2566",
        "Fan_Status_3071",
        "Mode_Status_3656",
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        "Room_Air_Temperature_Setpoint_8270",
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        "System_Status_455",
        "Alarm_3736",
        "Cooling_Supply_Air_Temperature_Deadband_Setpoint_6717",
        "Mode_Status_8231",
        "Mode_Status_2371",
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        "Speed_Setpoint_6293",
        "Max_Limit_5821",
        "Mode_Status_817",
        "Mode_Status_6016",
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        "Fan_Status_398",
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        "Room_Air_Temperature_Setpoint_28",
        "Differential_Pressure_Setpoint_540",
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        "Speed_Setpoint_3083",
        "Integral_Gain_Parameter_6328",
        "Mode_Status_4264",
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        "Speed_Setpoint_2834",
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        "Speed_Setpoint_1594",
        "Mode_Status_2540",
        "Mode_Status_2629",
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        "Mode_Status_4750",
        "Speed_Setpoint_5121",
        "Low_Outside_Air_Temperature_Enable_Setpoint_219",
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        "Mode_Status_5240",
        "Cooling_Supply_Air_Temperature_Deadband_Setpoint_275",
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        "Enable_Status_7539",
        "Max_Speed_Setpoint_Limit_7004",
        "Speed_Setpoint_1034",
        "Fan_Status_4328",
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        "Pressure_Alarm_3252",
        "Failure_Alarm_5027",
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        "Humidification_Start_Stop_Status_1092",
        "Mode_Status_1990",
        "Integral_Gain_Parameter_2126",
        "Speed_Setpoint_4638",
        "Damper_Position_Setpoint_7160",
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        "Min_Discharge_Air_Temperature_Setpoint_Limit_326",
        "Enable_Status_1329",
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        "Enable_Status_567",
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        "Fan_Status_4642",
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        "Operating_Mode_Status_5434",
        "System_Enable_Command_22",
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        "Status_1199",
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        "Supply_Air_Static_Pressure_Setpoint_7801",
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        "Fan_Status_1503",
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        "Mode_Status_3435",
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        "Differential_Pressure_Setpoint_455",
        "Min_Temperature_Setpoint_Limit_94",
        "Status_7942",
        "Speed_Setpoint_1159",
        "Mode_Status_383",
        "Static_Pressure_Setpoint_7116",
        "Damper_Position_Setpoint_3384",
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        "Max_Speed_Setpoint_Limit_7173",
        "Speed_Setpoint_731",
        "Mode_Status_4430",
        "Dehumidification_Start_Stop_Status_1910",
        "On_Off_Status_4298",
        "Dehumidification_Start_Stop_Status_7826",
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        "Max_Temperature_Setpoint_Limit_504",
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        "System_Shutdown_Status_2427",
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        "Status_5855",
        "Room_Air_Temperature_Setpoint_7274",
        "Room_Air_Temperature_Setpoint_2778",
        "Room_Air_Temperature_Setpoint_7856",
        "Cooling_Temperature_Setpoint_3306",
        "EconCycle_Start_Stop_Status_3961",
        "Alarm_5587",
        "Proportional_Gain_Parameter_2217",
        "Mode_Status_8332",
        "Mode_Status_3329",
        "Speed_Setpoint_8321",
        "On_Command_6638",
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        "Min_Temperature_Setpoint_Limit_96",
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        "Status_272",
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        "Mode_Status_1075",
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        "Integral_Gain_Parameter_1541",
        "Mode_Status_5927",
        "Damper_Position_Setpoint_7251",
        "Speed_Setpoint_4886",
        "Room_Air_Temperature_Setpoint_6400",
        "Speed_Setpoint_5206",
        "Max_Speed_Setpoint_Limit_3216",
        "Speed_Setpoint_7676",
        "Operating_Mode_Status_5998",
        "Mode_Status_74",
        "Speed_Setpoint_3746",
        "Speed_Setpoint_2777",
        "Water_Temperature_Setpoint_6156",
        "Fan_Status_628",
        "Mode_Status_2720",
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        "Cooling_Temperature_Setpoint_220",
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        "Enable_Status_3878",
        "Speed_Setpoint_424",
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        "Mode_Status_4859",
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        "Water_Temperature_Setpoint_4801",
        "Status_3169",
        "Enable_Status_5689",
        "Cooling_Supply_Air_Temperature_Deadband_Setpoint_6691",
        "Speed_Setpoint_7735",
        "Status_3723",
        "Fan_Status_8268",
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        "Integral_Gain_Parameter_535",
        "System_Shutdown_Status_5804",
        "Operating_Mode_Status_178",
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        "System_Status_2544",
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        "Humidity_Setpoint_6258",
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    "num_timesteps": 64146,
    "num_datapoints": 95868939,
    "split": "train",
    "quality": "medium",
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}