DocumentCode
3696456
Title
A fuzzy-logic subsumption controller for Home Energy Management Systems
Author
Nathan Ainsworth;Brian Johnson;Blake Lundstrom
Author_Institution
National Renewable Energy Laboratory, 15013 Denver West Parkway, Golden, CO 80401, USA
fYear
2015
Firstpage
1
Lastpage
7
Abstract
Home Energy Management Systems (HEMS) are controllers that manage and coordinate the generation, storage, and loads in a home. These controllers are increasingly necessary to ensure that increasing penetrations of distributed energy resources are used effectively and do not disrupt the operation of the grid. In this paper, we propose a novel approach to HEMS design based on behavioral control methods, which do not require accurate models or predictions and are very responsive to changing conditions. We develop a proof-of-concept behavioral HEMS controller and show by simulation on an example home energy system that it capable of making context-dependent tradeoffs between goals under challenging conditions.
Keywords
"Batteries","Energy management","Observers","Power generation","Battery charge measurement","Power measurement","Inverters"
Publisher
ieee
Conference_Titel
North American Power Symposium (NAPS), 2015
Type
conf
DOI
10.1109/NAPS.2015.7335184
Filename
7335184
Link To Document