International business machines corporation (20250085673). UTILITY USAGE PREDICTION AND OPTIMIZATION

UTILITY USAGE PREDICTION AND OPTIMIZATION

Organization Name

international business machines corporation

Inventor(s)

Srinath Madasu of Houston TX (US)

UTILITY USAGE PREDICTION AND OPTIMIZATION

This abstract first appeared for US patent application 20250085673 titled 'UTILITY USAGE PREDICTION AND OPTIMIZATION

Original Abstract Submitted

techniques are provided for utility usage prediction and optimization. in one embodiment, the techniques involve receiving user data, receiving utility data, generating, via a trained physics-informed neural network (pinn), a utility usage prediction based on the utility data, generating a utility plan based on the user data and the utility usage prediction, wherein the utility plan includes limits or restrictions of a utility usage, and controlling the utility usage based on the utility plan.