An information fusion based multi-agent control system for indoor energy and comfort management in smart and green buildings
- 1 July 2011
- conference paper
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- No. 19325517,p. 1-8
- https://doi.org/10.1109/pes.2011.6039265
Abstract
From the perspective of system control, the smart and green building is a large-scale dynamic system with high complexity and huge amount of information. Proper combination of the available information and effective control of the overall building system turn out to be a big challenge. In this study, we proposed a building indoor energy and comfort management model based on information fusion using ordered weighted averaging (OWA) aggregation, and developed a multi-agent control system with heuristic intelligent optimization to achieve the high-level comfort index value with minimum power consumption. Case studies and simulation results are presented and discussed in this paper.Keywords
This publication has 15 references indexed in Scilit:
- Particle swarm optimizationPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2014
- Intelligent multi-agent control for integrated building and micro-grid systemsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2011
- Multi-agent control system with intelligent optimization for smart and energy-efficient buildingsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2010
- Multi-agent systems in a distributed smart grid: Design and implementationPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2009
- Recurrent Functional-Link-Based Fuzzy-Neural-Network-Controlled Induction-Generator System Using Improved Particle Swarm OptimizationIEEE Transactions on Industrial Electronics, 2008
- A Survey of Particle Swarm Optimization Applications in Electric Power SystemsIEEE Transactions on Evolutionary Computation, 2008
- A Multi-Agent Based Power Sharing Scheme for Hybrid Power SourcesPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2007
- Intelligent Coordinator of Fuzzy Controller-Agents for Indoor Environment Control in Buildings Using 3-D Fuzzy Comfort SetPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2007
- A Multiagent-Based Particle Swarm Optimization Approach for Optimal Reactive Power DispatchIEEE Transactions on Power Systems, 2005
- A modified particle swarm optimizerPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002