File size: 16,717 Bytes
620c96b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 | {
"title": "Solstice Residential Energy (VPP) Pack (Sample)",
"id": "justinsolstice/solstice-residential-energy-pack",
"subtitle": "Synthetic solar+storage data for VPP dispatch and resilience modeling",
"description": "# Solstice Residential Energy (VPP) Pack (Sample)\n\n**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.\n\nBuilt by [Solstice AI Studio](https://www.solsticestudio.ai/datasets) as a free sample of a larger commercial pack. 100% synthetic \u2014 no real household or utility data.\n\n## What's in the box\n\nThis dataset consists of 16 interconnected tables covering:\n- **Asset Dimensions:** `households`, `solar_systems`, `battery_systems`, `utility_tariffs`\n- **Telemetry Fact Tables:** `daily_generation_consumption`\n- **Operational Events:** `outage_events`, `dispatch_events`, `service_tickets`\n- **VPP & Commercial:** `subscriber_contracts`, `vpp_program_enrollment`, `billing_and_savings`\n- **Growth & Marketing:** `installation_pipeline`, `channel_attribution`\n\n## Use Cases\n- **VPP Optimization:** Train RL agents to optimize battery dispatch during grid stress events.\n- **Grid Stability Research:** Model the impact of residential solar/storage on simulated grid outages.\n- **Customer Analytics:** Identify high-propensity households for VPP enrollment based on usage patterns.\n- **Financial Modeling:** Simulate savings and ROI for residential solar portfolios under different tariff structures.\n\n## Data Provenance\nGenerated using Solstice\u2019s PhantasOS / SIMA simulation engine. The simulation models physics-aligned generation (based on simulated weather seeds) and realistic household load profiles, alongside commercial contract logic.",
"licenses": [
{
"name": "CC BY 4.0"
}
],
"keywords": [
"energy",
"solar",
"virtual power plant",
"tabular",
"sustainability"
],
"collaborators": [],
"isPrivate": false,
"expectedUpdateFrequency": "never",
"userSpecifiedSources": "Generated synthetically by Solstice AI Studio (solsticestudio.ai) using the PhantasOS / SIMA simulation engine. 100% synthetic - no real customer, meter, or utility information.",
"data": [
{
"name": "households.csv",
"description": "Synthetic customer home dimensions including climate zone and electrification profile.",
"columns": [
{ "name": "household_id", "description": "Stable primary key for the synthetic household." },
{ "name": "state", "description": "Two-letter state code." },
{ "name": "utility_territory", "description": "Synthetic utility-territory name." },
{ "name": "climate_zone", "description": "Climate grouping (coastal, desert, etc)." },
{ "name": "home_type", "description": "Property type (single_family, townhome, etc)." },
{ "name": "roof_profile", "description": "Solar suitability rating (ideal, good, etc)." },
{ "name": "income_band", "description": "Socio-economic grouping proxy." },
{ "name": "ev_owner_flag", "description": "Boolean flag for EV ownership." },
{ "name": "electrification_profile", "description": "Household electrification level (baseline, ev_ready, etc)." },
{ "name": "outage_risk_band", "description": "Simulated local grid reliability grouping." }
]
},
{
"name": "subscriber_contracts.csv",
"description": "Commercial contract metadata and subscription status.",
"columns": [
{ "name": "contract_id", "description": "Stable contract key." },
{ "name": "household_id", "description": "FK to households." },
{ "name": "subscription_type", "description": "Financing model (PPA, Lease, etc)." },
{ "name": "term_years", "description": "Contract length in years." },
{ "name": "contract_start_date", "description": "Activation date." },
{ "name": "monthly_minimum_payment", "description": "Base monthly payment in USD." },
{ "name": "flex_rate_per_kwh", "description": "Usage-based overage rate." },
{ "name": "escalator_pct", "description": "Annual price escalator percentage." },
{ "name": "battery_included_flag", "description": "Whether battery storage is part of the contract." },
{ "name": "vpp_eligible_flag", "description": "Program eligibility flag." },
{ "name": "status", "description": "Current status (active, churned, etc)." },
{ "name": "renewal_flag", "description": "Boolean renewal indicator." },
{ "name": "churn_flag", "description": "Boolean churn indicator." }
]
},
{
"name": "installation_pipeline.csv",
"description": "Project lifecycle from sales signature to permission-to-operate (PTO).",
"columns": [
{ "name": "project_id", "description": "Stable project key." },
{ "name": "household_id", "description": "FK to households." },
{ "name": "lead_source", "description": "Acquisition channel (direct, partner, etc)." },
{ "name": "signed_date", "description": "Date contract was signed." },
{ "name": "permit_ready_date", "description": "Date permitting was completed." },
{ "name": "install_date", "description": "Physical installation date." },
{ "name": "pto_date", "description": "Permission-to-operate (interconnection) date." },
{ "name": "battery_attachment_flag", "description": "Whether project included a battery." },
{ "name": "project_cycle_days", "description": "Total duration from sign to PTO." },
{ "name": "cancellation_flag", "description": "Whether project was cancelled before completion." },
{ "name": "cancellation_reason", "description": "Reason for drop-off." }
]
},
{
"name": "solar_systems.csv",
"description": "Technical specifications for installed solar arrays.",
"columns": [
{ "name": "system_id", "description": "Stable system key." },
{ "name": "household_id", "description": "FK to households." },
{ "name": "kw_dc", "description": "Nameplate DC capacity." },
{ "name": "module_count", "description": "Count of solar panels." },
{ "name": "inverter_type", "description": "Inverter technology used." },
{ "name": "azimuth_band", "description": "Panel orientation grouping." },
{ "name": "shading_band", "description": "Simulated shading impact level." },
{ "name": "expected_annual_kwh", "description": "P50 modeled annual generation." },
{ "name": "commission_date", "description": "Technical turn-on date." }
]
},
{
"name": "battery_systems.csv",
"description": "Technical specifications for residential energy storage systems.",
"columns": [
{ "name": "battery_id", "description": "Stable battery key." },
{ "name": "household_id", "description": "FK to households." },
{ "name": "usable_kwh", "description": "Usable energy capacity." },
{ "name": "power_kw", "description": "Power rating (max discharge)." },
{ "name": "chemistry", "description": "Battery chemistry (LFP, NMC, etc)." },
{ "name": "reserve_setting_pct", "description": "Customer backup reserve floor." },
{ "name": "vpp_enabled_flag", "description": "Whether remote dispatch is enabled." },
{ "name": "install_date", "description": "Battery installation date." },
{ "name": "replacement_due_year", "description": "Expected end-of-life year." }
]
},
{
"name": "utility_tariffs.csv",
"description": "Tariff and net-metering structures by territory.",
"columns": [
{ "name": "tariff_id", "description": "Stable tariff key." },
{ "name": "utility_territory", "description": "Territory identifier." },
{ "name": "state", "description": "Two-letter state code." },
{ "name": "tariff_name", "description": "Synthetic tariff name." },
{ "name": "tariff_type", "description": "Rate structure (Flat, TOU, etc)." },
{ "name": "peak_start_hour", "description": "Hour peak rate begins." },
{ "name": "peak_end_hour", "description": "Hour peak rate ends." },
{ "name": "summer_peak_rate", "description": "Import rate during summer peak ($/kWh)." },
{ "name": "offpeak_rate", "description": "Base import rate ($/kWh)." },
{ "name": "fixed_monthly_charge", "description": "Monthly base charge." },
{ "name": "net_billing_export_rate", "description": "Export compensation rate ($/kWh)." }
]
},
{
"name": "daily_generation_consumption.csv",
"description": "Primary daily energy telemetry and savings ledger.",
"columns": [
{ "name": "date", "description": "Daily timestamp." },
{ "name": "household_id", "description": "FK to households." },
{ "name": "solar_generation_kwh", "description": "Daily solar energy generated." },
{ "name": "home_load_kwh", "description": "Daily household energy consumed." },
{ "name": "grid_import_kwh", "description": "Energy pulled from grid." },
{ "name": "grid_export_kwh", "description": "Excess energy sent to grid." },
{ "name": "battery_charge_kwh", "description": "Energy stored in battery." },
{ "name": "battery_discharge_kwh", "description": "Energy pulled from battery." },
{ "name": "state_of_charge_end_pct", "description": "End-of-day battery state." },
{ "name": "bill_without_system_usd", "description": "Counterfactual bill without solar/storage." },
{ "name": "bill_with_system_usd", "description": "Actual bill with system." },
{ "name": "customer_savings_usd", "description": "Daily monetary savings." }
]
},
{
"name": "dispatch_events.csv",
"description": "VPP dispatch participation and performance data.",
"columns": [
{ "name": "dispatch_event_id", "description": "Stable event key." },
{ "name": "date", "description": "Date of the event." },
{ "name": "household_id", "description": "FK to households." },
{ "name": "program_id", "description": "VPP program identifier." },
{ "name": "dispatch_type", "description": "Event category (Peak Shave, Emergency, etc)." },
{ "name": "requested_kwh", "description": "Target energy delivery." },
{ "name": "delivered_kwh", "description": "Actual energy delivery." },
{ "name": "duration_minutes", "description": "Length of the dispatch window." },
{ "name": "participated_flag", "description": "Boolean participation signal." },
{ "name": "non_participation_reason", "description": "Reason code if opted out." },
{ "name": "customer_incentive_usd", "description": "Payment earned by customer." },
{ "name": "grid_value_usd", "description": "Estimated value to grid operator." }
]
},
{
"name": "vpp_program_enrollment.csv",
"description": "VPP program membership and participation scores.",
"columns": [
{ "name": "enrollment_id", "description": "Stable enrollment key." },
{ "name": "household_id", "description": "FK to households." },
{ "name": "program_name", "description": "Public program name." },
{ "name": "market_type", "description": "Market layer (Utility, ISO, etc)." },
{ "name": "enrollment_date", "description": "Sign-up date." },
{ "name": "opt_out_flag", "description": "Current opt-out status." },
{ "name": "participation_score", "description": "Likelihood proxy (0.0 to 1.0)." },
{ "name": "seasonal_availability_band", "description": "Estimated reliability band." }
]
},
{
"name": "outage_events.csv",
"description": "Grid outage resilience and backup system performance.",
"columns": [
{ "name": "outage_event_id", "description": "Stable event key." },
{ "name": "date", "description": "Date of outage." },
{ "name": "household_id", "description": "FK to households." },
{ "name": "outage_duration_minutes", "description": "Total length of grid failure." },
{ "name": "critical_load_served_kwh", "description": "Energy supplied by backup system." },
{ "name": "backup_duration_hours", "description": "Duration backup lasted." },
{ "name": "grid_down_flag", "description": "Event indicator." },
{ "name": "customer_outage_avoided_flag", "description": "Whether system prevented a total blackout." },
{ "name": "unserved_load_kwh", "description": "Load dropped due to capacity limits." }
]
},
{
"name": "billing_and_savings.csv",
"description": "Monthly financial ledger for households.",
"columns": [
{ "name": "billing_month", "description": "Month in YYYY-MM format." },
{ "name": "household_id", "description": "FK to households." },
{ "name": "contract_id", "description": "FK to contracts." },
{ "name": "utility_bill_without_system_usd", "description": "Counterfactual monthly bill." },
{ "name": "utility_bill_with_system_usd", "description": "Monthly bill with system." },
{ "name": "subscription_payment_usd", "description": "Customer payment to provider." },
{ "name": "vpp_credits_usd", "description": "Monthly VPP incentive credits." },
{ "name": "net_customer_value_usd", "description": "Total net benefit to customer." },
{ "name": "overage_kwh", "description": "Excess consumption over subscription tier." }
]
},
{
"name": "service_tickets.csv",
"description": "Fleet reliability, hardware faults, and support history.",
"columns": [
{ "name": "ticket_id", "description": "Stable ticket key." },
{ "name": "household_id", "description": "FK to households." },
{ "name": "open_date", "description": "Date ticket was opened." },
{ "name": "issue_category", "description": "Problem type (Battery alert, etc)." },
{ "name": "severity_band", "description": "Issue severity." },
{ "name": "truck_roll_required_flag", "description": "Whether on-site service was needed." },
{ "name": "resolution_days", "description": "Days from open to close." },
{ "name": "equipment_replaced_flag", "description": "Whether hardware replacement occurred." }
]
},
{
"name": "channel_attribution.csv",
"description": "Acquisition channel and CAC data.",
"columns": [
{ "name": "household_id", "description": "FK to households." },
{ "name": "channel", "description": "Acquisition source (Partner, Digital, etc)." },
{ "name": "campaign_type", "description": "Marketing campaign category." },
{ "name": "cac_usd", "description": "Customer acquisition cost proxy." },
{ "name": "conversion_days", "description": "Lead-to-contract duration." },
{ "name": "sales_motion", "description": "Sales model (Field, Inside, etc)." }
]
},
{
"name": "portfolio_kpis_daily.csv",
"description": "Fleet-level performance rollups by state and date.",
"columns": [
{ "name": "date", "description": "Daily rollup timestamp." },
{ "name": "state", "description": "Two-letter state rollup." },
{ "name": "active_households", "description": "Total subscribed households." },
{ "name": "active_batteries", "description": "Total active storage assets." },
{ "name": "dispatch_events_count", "description": "Count of events in state." },
{ "name": "total_dispatched_kwh", "description": "Aggregated energy delivery." },
{ "name": "participation_rate", "description": "Avg household participation." },
{ "name": "avg_customer_savings_usd", "description": "Daily portfolio avg savings." },
{ "name": "avg_bill_reduction_pct", "description": "Avg percentage reduction." },
{ "name": "outages_supported_count", "description": "Count of outages mitigated." },
{ "name": "service_ticket_rate", "description": "Daily tickets per 1,000 systems." },
{ "name": "estimated_grid_value_usd", "description": "Portfolio total dispatch value." }
]
}
]
} |