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...

Full description

Bibliographic Details
Main Author: Simmons, Cody Ryan
Format: Others
Published: BYU ScholarsArchive 2019
Subjects:
Online Access:https://scholarsarchive.byu.edu/etd/7594
https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=8594&context=etd