Eco-economie sizing of autonomous hybrid energy system (AHES) using particle swarm optimization (PSO)

Lokesh Kumar Panwar, K. Srikanth Reddy, Rajesh Kumar

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Citations (Scopus)

Abstract

Deployment of distributed energy resources has brought the concept of autonomous hybrid power systems at community levels and remote areas into limelight. In such systems, proper sizing of energy resources at design stage is very crucial to meet energy requirements at minimum cost. Other than technical and economic constraints, system sizing should abide the preservation of environmental interests pertaining to sustainability needs. To investigate this problem, a sizing methodology preserving both economic and environmental interests is proposed in this paper. The problem for component sizing is formulated as an optimization problem with cost minimization objective including both cost and emissions. Particle swarm optimization (PSO) method is then applied to arrive at optimal solution, minimizing the dual objectives i.e., of system cost and embedded emissions. The proposed optimal sizing methodology is simulated for an autonomous hybrid power system renewable energy sources (photovoltaic, wind energy), conventional sources (diesel generator) and energy storage (battery systems). The dual objective function is optimized with different weightages for cost and emissions and the results demonstrates that, mutual exclusive nature of cost and emissions can be addressed with the tradeoff solution.

Original languageEnglish
Title of host publication2014 International Conference on Advances in Green Energy, ICAGE 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages233-238
Number of pages6
ISBN (Electronic)9781479980505
DOIs
Publication statusPublished - 25 Feb 2014
Externally publishedYes
Event2014 International Conference on Advances in Green Energy, ICAGE 2014 - Trivandrum, Kerala, India
Duration: 17 Dec 201418 Dec 2014

Publication series

Name2014 International Conference on Advances in Green Energy, ICAGE 2014

Conference

Conference2014 International Conference on Advances in Green Energy, ICAGE 2014
Country/TerritoryIndia
CityTrivandrum, Kerala
Period17/12/1418/12/14

Keywords

  • autonomous hybrid energy system(AHES)
  • dual-objective function
  • Embedded emissions
  • particle swarm optimization(PSO)
  • renewable energy sources(RES)

ASJC Scopus subject areas

  • Renewable Energy, Sustainability and the Environment

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