Building energy system with energy data simulation for pre-training predictive building models
US11783203B2 · kind B2 · utility
1Cited by
7References
18Claims
0Family size
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Key dates
| Filing date | Sep 16, 2022 |
| Grant date | Oct 10, 2023 |
| Priority date | — |
| Expiry date | Sep 16, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/10
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A system for controlling heating, ventilation, or air conditioning (HVAC) equipment of a building includes one or more processing circuits configured to generate simulated building data using a simulation model of the building, pre-train a reinforcement learning (RL) model using the simulated building data, operate the HVAC equipment of the building using the RL model, and retrain the RL model using actual building data generated responsive to operating the HVAC equipment using the RL model.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.