battery_id stringlengths 8 8 | household_id stringlengths 7 7 | usable_kwh float64 10 20 | power_kw float64 4.8 10.8 | chemistry stringclasses 2
values | reserve_setting_pct float64 0.15 0.42 | vpp_enabled_flag bool 2
classes | install_date stringdate 2024-07-04 00:00:00 2025-01-28 00:00:00 | replacement_due_year int64 2.03k 2.04k |
|---|---|---|---|---|---|---|---|---|
B-000001 | H000001 | 15 | 8 | lithium_nmc | 0.26 | false | 2024-07-13 | 2,035 |
B-000002 | H000002 | 15 | 7.7 | lithium_iron_phosphate | 0.22 | true | 2024-09-26 | 2,034 |
B-000003 | H000003 | 10 | 4.8 | lithium_nmc | 0.27 | false | 2024-08-18 | 2,034 |
B-000004 | H000004 | 13.5 | 4.8 | lithium_nmc | 0.29 | true | 2024-07-13 | 2,038 |
B-000006 | H000006 | 20 | 10.5 | lithium_nmc | 0.41 | true | 2024-09-07 | 2,037 |
B-000007 | H000007 | 10 | 4.8 | lithium_iron_phosphate | 0.21 | true | 2025-01-10 | 2,040 |
B-000008 | H000008 | 20 | 6.7 | lithium_iron_phosphate | 0.23 | true | 2024-11-25 | 2,037 |
B-000009 | H000009 | 20 | 8.9 | lithium_iron_phosphate | 0.15 | true | 2024-09-08 | 2,038 |
B-000011 | H000011 | 13.5 | 6.3 | lithium_iron_phosphate | 0.19 | true | 2024-11-10 | 2,036 |
B-000012 | H000012 | 10 | 4.8 | lithium_iron_phosphate | 0.23 | true | 2024-12-14 | 2,040 |
B-000013 | H000013 | 10 | 4.8 | lithium_nmc | 0.24 | true | 2024-10-13 | 2,035 |
B-000014 | H000014 | 13.5 | 5.3 | lithium_nmc | 0.2 | true | 2024-10-05 | 2,039 |
B-000016 | H000016 | 13.5 | 4.8 | lithium_iron_phosphate | 0.34 | true | 2024-09-24 | 2,038 |
B-000017 | H000017 | 20 | 8.9 | lithium_nmc | 0.37 | false | 2024-12-24 | 2,035 |
B-000018 | H000018 | 10 | 4.8 | lithium_nmc | 0.29 | true | 2024-10-25 | 2,036 |
B-000019 | H000019 | 15 | 5.6 | lithium_nmc | 0.35 | true | 2024-08-24 | 2,038 |
B-000020 | H000020 | 10 | 4.8 | lithium_nmc | 0.3 | false | 2024-11-24 | 2,039 |
B-000022 | H000022 | 13.5 | 5.1 | lithium_nmc | 0.22 | false | 2024-07-15 | 2,037 |
B-000023 | H000023 | 10 | 4.8 | lithium_nmc | 0.32 | true | 2024-07-24 | 2,039 |
B-000024 | H000024 | 13.5 | 5.5 | lithium_iron_phosphate | 0.27 | false | 2024-11-23 | 2,038 |
B-000028 | H000028 | 13.5 | 5.9 | lithium_iron_phosphate | 0.35 | false | 2024-12-03 | 2,038 |
B-000029 | H000029 | 20 | 7.5 | lithium_iron_phosphate | 0.32 | true | 2024-08-17 | 2,037 |
B-000031 | H000031 | 20 | 8 | lithium_nmc | 0.41 | false | 2024-11-10 | 2,036 |
B-000032 | H000032 | 15 | 5.1 | lithium_nmc | 0.38 | false | 2024-09-12 | 2,039 |
B-000035 | H000035 | 10 | 4.8 | lithium_iron_phosphate | 0.22 | true | 2024-12-05 | 2,038 |
B-000036 | H000036 | 13.5 | 4.8 | lithium_nmc | 0.4 | true | 2024-11-23 | 2,036 |
B-000037 | H000037 | 13.5 | 4.8 | lithium_nmc | 0.28 | false | 2024-08-22 | 2,036 |
B-000038 | H000038 | 20 | 7.2 | lithium_nmc | 0.37 | true | 2024-10-19 | 2,034 |
B-000041 | H000041 | 15 | 6.7 | lithium_nmc | 0.33 | true | 2025-01-10 | 2,035 |
B-000043 | H000043 | 10 | 5.3 | lithium_iron_phosphate | 0.39 | true | 2024-08-16 | 2,036 |
B-000044 | H000044 | 10 | 4.8 | lithium_iron_phosphate | 0.26 | true | 2024-10-23 | 2,035 |
B-000046 | H000046 | 10 | 5.2 | lithium_iron_phosphate | 0.21 | true | 2024-08-10 | 2,034 |
B-000047 | H000047 | 13.5 | 5.8 | lithium_iron_phosphate | 0.23 | true | 2024-10-15 | 2,037 |
B-000048 | H000048 | 20 | 7.6 | lithium_nmc | 0.34 | true | 2024-09-04 | 2,039 |
B-000049 | H000049 | 20 | 7.6 | lithium_nmc | 0.2 | false | 2024-12-31 | 2,036 |
B-000050 | H000050 | 10 | 4.8 | lithium_nmc | 0.41 | true | 2024-10-22 | 2,039 |
B-000051 | H000051 | 13.5 | 6.2 | lithium_iron_phosphate | 0.28 | true | 2025-01-03 | 2,039 |
B-000053 | H000053 | 10 | 4.8 | lithium_iron_phosphate | 0.34 | true | 2024-11-05 | 2,037 |
B-000054 | H000054 | 10 | 4.8 | lithium_iron_phosphate | 0.15 | false | 2024-09-29 | 2,039 |
B-000055 | H000055 | 10 | 4.8 | lithium_nmc | 0.26 | true | 2024-08-28 | 2,036 |
B-000057 | H000057 | 20 | 6.9 | lithium_iron_phosphate | 0.15 | false | 2024-08-19 | 2,036 |
B-000062 | H000062 | 15 | 7.6 | lithium_nmc | 0.21 | false | 2024-08-02 | 2,034 |
B-000063 | H000063 | 13.5 | 6.7 | lithium_iron_phosphate | 0.32 | true | 2024-12-24 | 2,040 |
B-000064 | H000064 | 13.5 | 6.7 | lithium_iron_phosphate | 0.39 | false | 2024-11-18 | 2,037 |
B-000065 | H000065 | 13.5 | 5.8 | lithium_iron_phosphate | 0.4 | true | 2024-09-17 | 2,035 |
B-000067 | H000067 | 15 | 5.8 | lithium_iron_phosphate | 0.39 | false | 2024-09-25 | 2,034 |
B-000068 | H000068 | 15 | 5.7 | lithium_iron_phosphate | 0.22 | true | 2024-09-20 | 2,035 |
B-000069 | H000069 | 10 | 4.8 | lithium_nmc | 0.28 | true | 2024-11-14 | 2,036 |
B-000070 | H000070 | 10 | 4.8 | lithium_iron_phosphate | 0.24 | false | 2024-12-05 | 2,037 |
B-000071 | H000071 | 20 | 9.6 | lithium_nmc | 0.18 | true | 2024-11-22 | 2,034 |
B-000072 | H000072 | 10 | 4.8 | lithium_nmc | 0.18 | false | 2024-10-07 | 2,038 |
B-000073 | H000073 | 10 | 4.8 | lithium_iron_phosphate | 0.4 | true | 2024-11-28 | 2,038 |
B-000074 | H000074 | 10 | 4.8 | lithium_nmc | 0.33 | true | 2024-09-05 | 2,037 |
B-000076 | H000076 | 15 | 8.2 | lithium_nmc | 0.41 | true | 2024-12-06 | 2,039 |
B-000077 | H000077 | 13.5 | 6.2 | lithium_nmc | 0.3 | false | 2024-10-08 | 2,038 |
B-000078 | H000078 | 20 | 10.5 | lithium_iron_phosphate | 0.21 | true | 2024-10-03 | 2,038 |
B-000079 | H000079 | 15 | 6.3 | lithium_nmc | 0.25 | true | 2024-12-02 | 2,038 |
B-000081 | H000081 | 15 | 8.3 | lithium_nmc | 0.35 | true | 2024-09-22 | 2,039 |
B-000082 | H000082 | 10 | 5.3 | lithium_iron_phosphate | 0.31 | false | 2024-08-15 | 2,036 |
B-000083 | H000083 | 15 | 6.8 | lithium_iron_phosphate | 0.17 | true | 2024-07-25 | 2,038 |
B-000085 | H000085 | 15 | 6.3 | lithium_iron_phosphate | 0.25 | false | 2024-11-14 | 2,038 |
B-000086 | H000086 | 13.5 | 5.6 | lithium_nmc | 0.29 | true | 2024-12-27 | 2,039 |
B-000088 | H000088 | 20 | 7.1 | lithium_nmc | 0.24 | true | 2024-09-05 | 2,039 |
B-000089 | H000089 | 13.5 | 5.5 | lithium_nmc | 0.22 | true | 2024-12-13 | 2,034 |
B-000093 | H000093 | 10 | 4.8 | lithium_iron_phosphate | 0.15 | true | 2024-07-14 | 2,034 |
B-000095 | H000095 | 20 | 8.3 | lithium_nmc | 0.15 | true | 2024-11-08 | 2,039 |
B-000099 | H000099 | 10 | 4.8 | lithium_iron_phosphate | 0.21 | false | 2024-09-03 | 2,035 |
B-000100 | H000100 | 20 | 7.2 | lithium_nmc | 0.41 | true | 2024-11-29 | 2,036 |
B-000101 | H000101 | 15 | 6 | lithium_iron_phosphate | 0.27 | true | 2024-11-20 | 2,038 |
B-000103 | H000103 | 20 | 10.1 | lithium_iron_phosphate | 0.25 | true | 2024-10-03 | 2,036 |
B-000105 | H000105 | 20 | 8.4 | lithium_iron_phosphate | 0.32 | true | 2024-10-11 | 2,036 |
B-000107 | H000107 | 10 | 4.8 | lithium_nmc | 0.32 | false | 2024-09-01 | 2,035 |
B-000108 | H000108 | 20 | 9.8 | lithium_iron_phosphate | 0.42 | false | 2025-01-13 | 2,037 |
B-000109 | H000109 | 15 | 6.1 | lithium_nmc | 0.38 | true | 2024-11-19 | 2,037 |
B-000110 | H000110 | 10 | 4.8 | lithium_iron_phosphate | 0.28 | true | 2024-09-15 | 2,037 |
B-000112 | H000112 | 10 | 4.8 | lithium_nmc | 0.21 | true | 2024-08-18 | 2,038 |
B-000113 | H000113 | 20 | 7.1 | lithium_iron_phosphate | 0.42 | true | 2024-07-28 | 2,036 |
B-000115 | H000115 | 10 | 4.8 | lithium_nmc | 0.37 | true | 2024-10-29 | 2,036 |
B-000116 | H000116 | 15 | 5.8 | lithium_iron_phosphate | 0.27 | false | 2024-11-29 | 2,038 |
B-000117 | H000117 | 20 | 7.1 | lithium_iron_phosphate | 0.32 | true | 2025-01-03 | 2,039 |
B-000119 | H000119 | 20 | 9.6 | lithium_iron_phosphate | 0.24 | true | 2024-10-03 | 2,036 |
B-000122 | H000122 | 15 | 5.5 | lithium_nmc | 0.33 | false | 2024-11-17 | 2,035 |
B-000123 | H000123 | 20 | 7.9 | lithium_nmc | 0.22 | false | 2024-08-19 | 2,034 |
B-000124 | H000124 | 13.5 | 5.7 | lithium_iron_phosphate | 0.21 | true | 2024-11-30 | 2,034 |
B-000125 | H000125 | 15 | 7.3 | lithium_iron_phosphate | 0.2 | true | 2024-11-29 | 2,034 |
B-000126 | H000126 | 20 | 8.1 | lithium_iron_phosphate | 0.39 | false | 2024-12-25 | 2,037 |
B-000127 | H000127 | 15 | 6.7 | lithium_nmc | 0.2 | true | 2025-01-13 | 2,038 |
B-000128 | H000128 | 10 | 5.2 | lithium_iron_phosphate | 0.27 | true | 2024-11-24 | 2,034 |
B-000129 | H000129 | 15 | 7 | lithium_iron_phosphate | 0.19 | true | 2024-08-21 | 2,038 |
B-000130 | H000130 | 13.5 | 4.8 | lithium_iron_phosphate | 0.22 | true | 2024-08-24 | 2,036 |
B-000131 | H000131 | 15 | 6.9 | lithium_iron_phosphate | 0.31 | true | 2024-09-07 | 2,035 |
B-000133 | H000133 | 13.5 | 7.3 | lithium_nmc | 0.35 | false | 2025-01-04 | 2,040 |
B-000135 | H000135 | 10 | 4.8 | lithium_iron_phosphate | 0.19 | true | 2024-07-31 | 2,039 |
B-000137 | H000137 | 10 | 4.8 | lithium_iron_phosphate | 0.3 | true | 2024-10-16 | 2,038 |
B-000138 | H000138 | 20 | 6.7 | lithium_iron_phosphate | 0.24 | true | 2024-07-30 | 2,039 |
B-000139 | H000139 | 10 | 4.8 | lithium_iron_phosphate | 0.28 | false | 2024-12-10 | 2,039 |
B-000141 | H000141 | 13.5 | 5.1 | lithium_nmc | 0.4 | false | 2024-11-13 | 2,038 |
B-000142 | H000142 | 15 | 7.4 | lithium_nmc | 0.37 | true | 2024-11-04 | 2,034 |
B-000143 | H000143 | 13.5 | 5.1 | lithium_nmc | 0.4 | true | 2024-07-05 | 2,037 |
B-000145 | H000145 | 10 | 4.8 | lithium_nmc | 0.27 | true | 2024-10-05 | 2,034 |
End of preview. Expand in Data Studio
Solstice Residential Energy (VPP) Pack (Sample)
A high-fidelity synthetic dataset for residential energy transition and VPP operations. This dataset simulates the lifecycle of residential solar and battery systems, including installation pipelines, daily generation/consumption telemetry, and Virtual Power Plant (VPP) dispatch events.
Built by Solstice AI Studio as a free sample of a larger commercial pack. 100% synthetic — no real household or utility data.
What's in the box
This dataset consists of 16 interconnected tables covering:
- Asset Dimensions:
households,solar_systems,battery_systems,utility_tariffs - Telemetry Fact Tables:
daily_generation_consumption - Operational Events:
outage_events,dispatch_events,service_tickets - VPP & Commercial:
subscriber_contracts,vpp_program_enrollment,billing_and_savings - Growth & Marketing:
installation_pipeline,channel_attribution
Use Cases
- VPP Optimization: Train RL agents to optimize battery dispatch during grid stress events.
- Grid Stability Research: Model the impact of residential solar/storage on simulated grid outages.
- Customer Analytics: Identify high-propensity households for VPP enrollment based on usage patterns.
- Financial Modeling: Simulate savings and ROI for residential solar portfolios under different tariff structures.
Data Provenance
Generated using Solstice’s PhantasOS / SIMA simulation engine. The simulation models physics-aligned generation (based on simulated weather seeds) and realistic household load profiles, alongside commercial contract logic.
Get the Full Pack
Scale this dataset to 100K+ households, multiple utility regions, and high-resolution (15-min) telemetry. www.solsticestudio.ai/datasets
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