solsticestudioai/residential-energy-vpp-pack-sample

Solstice Residential Energy (VPP) Pack 是一个高保真合成数据集，用于模拟住宅能源转型和虚拟电厂（VPP）运营。该数据集模拟了住宅太阳能和电池系统的生命周期，包括安装管道、每日发电/消耗遥测以及虚拟电厂（VPP）调度事件。数据集由 Solstice AI Studio 构建，作为更大商业数据集的免费样本，100%合成，不含真实家庭或公用事业数据。数据集包含16个相互关联的表格，涵盖资产维度（如家庭、太阳能系统、电池系统、公用事业费率）、遥测事实表（如每日发电消耗）、运营事件（如停电事件、调度事件、服务票证）、VPP和商业数据（如用户合同、VPP计划注册、账单和节省）以及增长和营销数据（如安装管道、渠道归因）。应用场景包括VPP优化、电网稳定性研究、客户分析和财务建模。

The Solstice Residential Energy (VPP) Pack is a high-fidelity synthetic dataset for residential energy transition and Virtual Power Plant (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, it is 100% synthetic with no real household or utility data. The dataset consists of 16 interconnected tables covering Asset Dimensions (e.g., households, solar_systems, battery_systems, utility_tariffs), Telemetry Fact Tables (e.g., daily_generation_consumption), Operational Events (e.g., outage_events, dispatch_events, service_tickets), VPP & Commercial data (e.g., subscriber_contracts, vpp_program_enrollment, billing_and_savings), and Growth & Marketing data (e.g., installation_pipeline, channel_attribution). Use cases include VPP Optimization, Grid Stability Research, Customer Analytics, and Financial Modeling.