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.
Original language | American English |
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Number of pages | 7 |
DOIs | |
State | Published - 2015 |
Event | 2015 North American Power Symposium (NAPS) - Charlotte, North Carolina Duration: 4 Oct 2015 → 6 Oct 2015 |
Conference
Conference | 2015 North American Power Symposium (NAPS) |
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City | Charlotte, North Carolina |
Period | 4/10/15 → 6/10/15 |
NREL Publication Number
- NREL/CP-5D00-64392
Keywords
- behavioral control
- home automation
- home energy management systems
- power generation control