OMB Individually Reported
Advancing Market-Ready Building Energy Management by Cost-Effective Differentiable Predictive Control
Low riskExact public inventory row
Description
Enhance building energy management with predictive control, safety verification, and optimization.
Detailed example
Lowers building energy costs while ensuring safe, resilient operations.
AI / analytics pattern
Reinforcement Learning: AI trained through trial and error using rewards and penalties to optimize decision-making policies.
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
Lowers building energy costs while ensuring safe, resilient operations.
Audit / financial statement impact
Does not meet any requiremnts for high Impact use case
Controls / human review
ATO: Yes; PIA: Not published
Data needed
No