Datasets:

Jainam03
/

RESCAST-100k-ECOBEE

Time timestamp[ns]date 2017-01-01 00:00:00 2017-12-31 23:45:00	State stringclasses 5 values	Indoor Temp float64 0 100 ⌀	Cooling Setpoint float64 -5,280 10.2k ⌀	Heating Setpoint float64 -23,621 11.5k ⌀	Outdoor Temp float64 -17 190	Relative Humidity float64 -26.93 100
2017-01-01T00:00:00	CA	70	76	71	45	75
2017-01-01T00:15:00	CA	70	76	71	45	75
2017-01-01T00:30:00	CA	70.666667	76	71	46	77
2017-01-01T00:45:00	CA	71	76	71	46	77
2017-01-01T01:00:00	CA	71	76	71	45	77
2017-01-01T01:15:00	CA	70.333333	76	71	45	77
2017-01-01T01:30:00	CA	71	76	71	46	78
2017-01-01T01:45:00	CA	70.666667	76	71	46	78
2017-01-01T02:00:00	CA	70.666667	76	71	46	78
2017-01-01T02:15:00	CA	71	76	71	46	78
2017-01-01T02:30:00	CA	71	76	71	48	75
2017-01-01T02:45:00	CA	70.666667	76	71	48	75
2017-01-01T03:00:00	CA	71	76	71	48	75
2017-01-01T03:15:00	CA	70.666667	76	71	48	75
2017-01-01T03:30:00	CA	71	76	71	49	71
2017-01-01T03:45:00	CA	71	76	71	49	71
2017-01-01T04:00:00	CA	71	76	71	49	71
2017-01-01T04:15:00	CA	70.333333	76	71	49	71
2017-01-01T04:30:00	CA	71	76	71	48	72
2017-01-01T04:45:00	CA	71	76	71	48	72
2017-01-01T05:00:00	CA	71	76	71	48	72
2017-01-01T05:15:00	CA	71	76	71	48	72
2017-01-01T05:30:00	CA	71	76	71	47	73
2017-01-01T05:45:00	CA	70.333333	76	71	47	73
2017-01-01T06:00:00	CA	71	76	71	47	72
2017-01-01T06:15:00	CA	71	76	71	47	72
2017-01-01T06:30:00	CA	71	76	71	48	73
2017-01-01T06:45:00	CA	71	76	71	48	73
2017-01-01T07:00:00	CA	70.666667	76	71	48	73
2017-01-01T07:15:00	CA	71	77	72	48	73
2017-01-01T07:30:00	CA	72	77	72	48	74
2017-01-01T07:45:00	CA	71.666667	77	72	48	74
2017-01-01T08:00:00	CA	72	77	72	48	74
2017-01-01T08:15:00	CA	71.666667	77	72	48	74
2017-01-01T08:30:00	CA	72	77	72	49	72
2017-01-01T08:45:00	CA	72	77	72	49	72
2017-01-01T09:00:00	CA	71.666667	77	72	49	71
2017-01-01T09:15:00	CA	72	80	67	49	71
2017-01-01T09:30:00	CA	71.333333	82	64	50	68
2017-01-01T09:45:00	CA	71	82	64	50	68
2017-01-01T10:00:00	CA	70	82	64	50	68
2017-01-01T10:15:00	CA	70	82	64	50	68
2017-01-01T10:30:00	CA	70	82	64	50	61
2017-01-01T10:45:00	CA	69	82	64	50	61
2017-01-01T11:00:00	CA	69	82	64	51	61
2017-01-01T11:15:00	CA	69	82	64	51	61
2017-01-01T11:30:00	CA	69	82	64	50	60
2017-01-01T11:45:00	CA	68	82	64	50	60
2017-01-01T12:00:00	CA	68	82	64	51	60
2017-01-01T12:15:00	CA	68	82	64	51	60
2017-01-01T12:30:00	CA	68	82	64	52	53
2017-01-01T12:45:00	CA	68	82	64	52	53
2017-01-01T13:00:00	CA	68	76.333333	68.333333	51	53
2017-01-01T13:15:00	CA	69.333333	75	70	51	53
2017-01-01T13:30:00	CA	69.666667	75	70	52	50
2017-01-01T13:45:00	CA	69	75	70	52	50
2017-01-01T14:00:00	CA	69.666667	75	70	51	50
2017-01-01T14:15:00	CA	69.666667	75.666667	70.666667	51	50
2017-01-01T14:30:00	CA	70	77	72	54	43
2017-01-01T14:45:00	CA	70.666667	77	72	54	43
2017-01-01T15:00:00	CA	71	77	72	54	43
2017-01-01T15:15:00	CA	71	77	72	54	43
2017-01-01T15:30:00	CA	71.333333	77	72	54	43
2017-01-01T15:45:00	CA	71	77	72	54	43
2017-01-01T16:00:00	CA	71	77	72	53	45
2017-01-01T16:15:00	CA	71	77	72	53	45
2017-01-01T16:30:00	CA	71.333333	77	72	52	47
2017-01-01T16:45:00	CA	72	77	72	52	47
2017-01-01T17:00:00	CA	71.666667	77	72	52	47
2017-01-01T17:15:00	CA	72	77	72	52	47
2017-01-01T17:30:00	CA	71.333333	77	72	49	54
2017-01-01T17:45:00	CA	72	77	72	49	54
2017-01-01T18:00:00	CA	72	78	73	49	54
2017-01-01T18:15:00	CA	74	78	73	49	54
2017-01-01T18:30:00	CA	75	78.333333	73.333333	48	57
2017-01-01T18:45:00	CA	74.666667	80	75	48	57
2017-01-01T19:00:00	CA	74.333333	80	75	47	57
2017-01-01T19:15:00	CA	74.333333	80	75	47	57
2017-01-01T19:30:00	CA	75	80	75	48	60
2017-01-01T19:45:00	CA	74.666667	80	75	48	60
2017-01-01T20:00:00	CA	74.333333	80	75	48	60
2017-01-01T20:15:00	CA	74.666667	80	75	48	60
2017-01-01T20:30:00	CA	74	80	75	48	62
2017-01-01T20:45:00	CA	74	80	75	48	62
2017-01-01T21:00:00	CA	74.333333	80	73	48	62
2017-01-01T21:15:00	CA	73.666667	80	73	48	62
2017-01-01T21:30:00	CA	73.333333	80.666667	74.333333	47	67
2017-01-01T21:45:00	CA	74.666667	81	75	47	67
2017-01-01T22:00:00	CA	74	81	75	47	67
2017-01-01T22:15:00	CA	75	81	75	47	67
2017-01-01T22:30:00	CA	74	81	74.666667	46	69
2017-01-01T22:45:00	CA	74.666667	81	74	46	69
2017-01-01T23:00:00	CA	74	81	74	46	69
2017-01-01T23:15:00	CA	73.666667	81	74	46	69
2017-01-01T23:30:00	CA	73.666667	81	74	46	70
2017-01-01T23:45:00	CA	73	81	74	46	70
2017-01-02T00:00:00	CA	74	81	74	46	70
2017-01-02T00:15:00	CA	73	81	74	46	70
2017-01-02T00:30:00	CA	73	81	74	45	69
2017-01-02T00:45:00	CA	73	81	74	45	69

End of preview. Expand in Data Studio

ECOBEE

Processed real residential time-series subset used with RESCAST-100k.

Download

hf download Jainam03/RESCAST-100k-ECOBEE --repo-type dataset --local-dir ECOBEE

License

This processed release is distributed under CC BY 4.0. Original source terms should be checked in the DOE Data Explorer record before redistribution or use.

Files

timseries_data/*.parquet
ecobee_processed_metadata.csv
house_features_ecobee.parquet
ecobee_processing_notes.txt

Time-Series Schema

Schema observed from timseries_data/ecobee_home_1.parquet.

Column	Type	Description
`Time`	datetime64[ns]	Timestamp.
`State`	string	Thermostat or HVAC operating state.
`Indoor Temp`	float64	Indoor temperature, degrees F.
`Cooling Setpoint`	float64	Cooling setpoint, degrees F.
`Heating Setpoint`	float64	Heating setpoint, degrees F.
`Outdoor Temp`	float64	Outdoor temperature, degrees F.
`Relative Humidity`	float64	Relative humidity, percent.

Original Dataset Citation

Luo, N.; Hong, T. (2022). Ecobee Donate Your Data 1,000 homes in 2017. DOE Data Explorer. https://doi.org/10.25584/ecobee/1854924

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