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Datasets:
Jainam03
/
RESCAST-100k-HEAPO

Tasks:
Time Series Forecasting
Modalities:
Tabular
Formats:
parquet
Size:
10M - 100M
Tags:
time-series
tabular
building-energy
residential-buildings
heat-pumps
parquet
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
xet
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Time
timestamp[ns, tz=UTC]date
2019-05-20 00:00:00
2024-02-27 23:45:00
Total Load
float64
0
67
⌀
Outdoor Temp
float64
0.5
98.8
Relative Humidity
float64
11.9
100
2022-05-26T00:00:00
0.07
57.56
71.6
2022-05-26T00:15:00
0.078
57.065
72.775
2022-05-26T00:30:00
1.514
56.57
73.95
2022-05-26T00:45:00
1.539
56.075
75.125
2022-05-26T01:00:00
1.54
55.58
76.3
2022-05-26T01:15:00
1.548
55.22
77.525
2022-05-26T01:30:00
0.25
54.86
78.75
2022-05-26T01:45:00
0.09
54.5
79.975
2022-05-26T02:00:00
0.438
54.14
81.2
2022-05-26T02:15:00
0.698
53.555
82.275
2022-05-26T02:30:00
0.397
52.97
83.35
2022-05-26T02:45:00
0.426
52.385
84.425
2022-05-26T03:00:00
0.661
51.8
85.5
2022-05-26T03:15:00
0.98
52.115
85.775
2022-05-26T03:30:00
0.16
52.43
86.05
2022-05-26T03:45:00
0.082
52.745
86.325
2022-05-26T04:00:00
0.07
53.06
86.6
2022-05-26T04:15:00
0.57
53.51
86.25
2022-05-26T04:30:00
0.203
53.96
85.9
2022-05-26T04:45:00
0.118
54.41
85.55
2022-05-26T05:00:00
0.104
54.86
85.2
2022-05-26T05:15:00
0.078
55.67
81.7
2022-05-26T05:30:00
0.089
56.48
78.2
2022-05-26T05:45:00
0.085
57.29
74.7
2022-05-26T06:00:00
0.099
58.1
71.2
2022-05-26T06:15:00
0.144
58.64
68.625
2022-05-26T06:30:00
0.104
59.18
66.05
2022-05-26T06:45:00
0.108
59.72
63.475
2022-05-26T07:00:00
0.167
60.26
60.9
2022-05-26T07:15:00
0.089
60.485
60.775
2022-05-26T07:30:00
0.09
60.71
60.65
2022-05-26T07:45:00
0.408
60.935
60.525
2022-05-26T08:00:00
0.335
61.16
60.4
2022-05-26T08:15:00
0.238
61.655
58.825
2022-05-26T08:30:00
0.191
62.15
57.25
2022-05-26T08:45:00
0.105
62.645
55.675
2022-05-26T09:00:00
0.072
63.14
54.1
2022-05-26T09:15:00
0.067
63.725
53.45
2022-05-26T09:30:00
0.064
64.31
52.8
2022-05-26T09:45:00
0.067
64.895
52.15
2022-05-26T10:00:00
0.074
65.48
51.5
2022-05-26T10:15:00
0.07
65.75
50.675
2022-05-26T10:30:00
0.062
66.02
49.85
2022-05-26T10:45:00
0.059
66.29
49.025
2022-05-26T11:00:00
0.079
66.56
48.2
2022-05-26T11:15:00
0.061
66.83
47.95
2022-05-26T11:30:00
0.064
67.1
47.7
2022-05-26T11:45:00
0.086
67.37
47.45
2022-05-26T12:00:00
0.071
67.64
47.2
2022-05-26T12:15:00
0.07
68.135
47.15
2022-05-26T12:30:00
0.086
68.63
47.1
2022-05-26T12:45:00
0.071
69.125
47.05
2022-05-26T13:00:00
0.068
69.62
47
2022-05-26T13:15:00
0.07
69.71
46.725
2022-05-26T13:30:00
0.068
69.8
46.45
2022-05-26T13:45:00
0.078
69.89
46.175
2022-05-26T14:00:00
0.077
69.98
45.9
2022-05-26T14:15:00
0.087
70.025
45.725
2022-05-26T14:30:00
0.069
70.07
45.55
2022-05-26T14:45:00
0.074
70.115
45.375
2022-05-26T15:00:00
0.083
70.16
45.2
2022-05-26T15:15:00
0.068
70.115
45.325
2022-05-26T15:30:00
0.075
70.07
45.45
2022-05-26T15:45:00
0.086
70.025
45.575
2022-05-26T16:00:00
0.066
69.98
45.7
2022-05-26T16:15:00
0.074
69.71
46.05
2022-05-26T16:30:00
0.083
69.44
46.4
2022-05-26T16:45:00
0.069
69.17
46.75
2022-05-26T17:00:00
0.067
68.9
47.1
2022-05-26T17:15:00
0.067
68.495
47.85
2022-05-26T17:30:00
0.068
68.09
48.6
2022-05-26T17:45:00
0.082
67.685
49.35
2022-05-26T18:00:00
0.078
67.28
50.1
2022-05-26T18:15:00
0.082
66.38
52.175
2022-05-26T18:30:00
0.067
65.48
54.25
2022-05-26T18:45:00
0.076
64.58
56.325
2022-05-26T19:00:00
0.085
63.68
58.4
2022-05-26T19:15:00
0.071
62.78
61.125
2022-05-26T19:30:00
0.068
61.88
63.85
2022-05-26T19:45:00
0.077
60.98
66.575
2022-05-26T20:00:00
0.063
60.08
69.3
2022-05-26T20:15:00
0.071
59.405
70.5
2022-05-26T20:30:00
0.074
58.73
71.7
2022-05-26T20:45:00
0.062
58.055
72.9
2022-05-26T21:00:00
0.064
57.38
74.1
2022-05-26T21:15:00
0.064
57.065
74.6
2022-05-26T21:30:00
0.061
56.75
75.1
2022-05-26T21:45:00
0.074
56.435
75.6
2022-05-26T22:00:00
0.07
56.12
76.1
2022-05-26T22:15:00
0.075
55.355
78.125
2022-05-26T22:30:00
0.059
54.59
80.15
2022-05-26T22:45:00
0.063
53.825
82.175
2022-05-26T23:00:00
0.081
53.06
84.2
2022-05-26T23:15:00
0.069
52.835
84.85
2022-05-26T23:30:00
0.074
52.61
85.5
2022-05-26T23:45:00
0.083
52.385
86.15
2022-05-27T00:00:00
0.067
52.16
86.8
2022-05-27T00:15:00
0.076
51.845
87.05
2022-05-27T00:30:00
1.531
51.53
87.3
2022-05-27T00:45:00
1.775
51.215
87.55
End of preview. Expand in Data Studio

HEAPO

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

Download 

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

License

This processed release is distributed under CC BY 4.0. The original Zenodo dataset is distributed under CC BY 4.0.

Files

  • timeseries_data/*.parquet
  • heapo_processed_metadata.csv
  • house_features_heapo.parquet
  • heapo_processing_notes.txt

Time-Series Schema

Schema observed from timeseries_data/heapo_home_1.parquet.

Column Type Description
Time datetime64[ns, UTC] Timestamp.
Total Load float64 Total electricity load, kWh.
Outdoor Temp float64 Outdoor temperature, degrees F.
Relative Humidity float64 Relative humidity, percent.

Original Dataset Citation

Brudermueller, T.; Fleisch, E.; Gonzalez Vaya, M.; Staake, T. (2025). HEAPO -- An Open Dataset for Heat Pump Optimization with Smart Electricity Meter Data and On-Site Inspection Protocols. ACM e-Energy 2025, 699-711. https://doi.org/10.1145/3679240.3734637

Dataset: https://doi.org/10.5281/zenodo.15056919
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Number of rows:
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Total file size:
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