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Jackson Associates (MAISY Utility Customer Databases) — Licensed utility customer load research database: over 7 million identity-protected residential and over 600,000 commercial customer records with hourly and 15-minute electricity usage, end-use and appliance detail, dwelling and building characteristics, equipment inventories, operation schedules, EV charging and ownership attributes, weather sensitivity, and ZIP-code, block-group and utility-service-area geography — plus agent-based microsimulation models that forecast how these loads evolve. One of the deepest commercially available pa…
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Licensed utility customer load research database: over 7 million identity-protected residential and over 600,000 commercial customer records with hourly and 15-minute electricity usage, end-use and appliance detail, dwelling and building characteristics, equipment inventories, operation schedules, EV charging and ownership attributes, weather sensitivity, and ZIP-code, block-group and utility-service-area geography — plus agent-based microsimulation models that forecast how these loads evolve
Scale Over 7 million residential plus over 600From 30 yearsCoverage Utilities · Industrials
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Jackson Associates (MAISY Utility Customer Databases) — Licensed utility customer load research database: over 7 million identity-protected residential and over 600,000 commercial customer records with hourly and 15-minute electricity usage, end-use and appliance detail, dwelling and building characteristics, equipment inventories, operation schedules, EV charging and ownership attributes, weather sensitivity, and ZIP-code, block-group and utility-service-area geography — plus agent-based microsimulation models that forecast how these loads evolve. One of the deepest commercially available pa…
Solevant offers (Alternative, Geospatial, Fundamental) — Over 7 million residential plus over 600,000 commercial customer records with hourly (8,760-hour) and in places 15-minute interval load — on the order of 60-70 billion interval measurements at hourly resolution before enrichment — spanning 200-plus utility service areas and all US states, refreshed in periodic vintages, plus 8,760-hour forecast series per scenario.
Training and validating non-intrusive load disaggregation and household energy models, forecasting EV charging load and distribution transformer and feeder risk at block level, sizing and targeting solar, storage and efficiency programmes, designing time-of-use and demand-response tariff structures, quantifying weather-extreme demand sensitivity for resource planning and trading, mortgage and credit energy-cost risk scoring, and validating synthetic or agent-based consumer simulators against real load distributions
The data is with 30 years of history.
Coverage spans US; Electric Utilities, Research and Consulting Services; alternative, geospatial, fundamental; equities.
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