Proactive Energy Optimization in Residential Buildings with Weather and Market Forecasts

Proactive Energy Optimization in Residential Buildings with Weather and Market Forecasts

This work explores the development of a home energy management system (HEMS) that uses weather and market forecasts to optimize the usage of home appliances and to manage battery usage and solar power production. A Moving Horizon Estimation (MHE) application is used to find the unknown home model pa...

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Bibliographic Details
Main Author:	Simmons, Cody Ryan
Format:	Others
Published:	BYU ScholarsArchive 2019
Subjects:	model predictive control moving horizons estimation home energy optimization forecast thermal modeling HEMS energy storage solar generation Engineering
Online Access:	https://scholarsarchive.byu.edu/etd/7594 https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=8594&context=etd

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