Consumer end load scheduling in DSM using multi-objective genetic algorithm approach

Shalini Pal, B. P. Singh, R. Kumar, B. K. Panigrahi

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

7 Citations (Scopus)

Abstract

Demand Side Management (DSM) aims to benefit the consumer economically without taking into consideration the losses incurred during inefficient working of generating unit while supplying demand. This paper primarily focuses on generation and distribution parts of the grid. The multiple objectives that are opted for load scheduling are reduction in the electricity cost for the user and maximization of load factor benefitting the user as well as utility. Simulation results show that multi-objective approach proves advantageous in efficient and reliable operation of generating unit while supplying economically affordable electricity to the consumers. Extensive comparison between single objective and multi-objective approach is carried out, which is further justified with two-step and five-step tariff model.

Original languageEnglish
Title of host publicationProceedings - 2015 IEEE International Conference on Computational Intelligence and Communication Technology, CICT 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages518-523
Number of pages6
ISBN (Electronic)9781479960224
DOIs
Publication statusPublished - 1 Apr 2015
Externally publishedYes
Event2015 IEEE International Conference on Computational Intelligence and Communication Technology, CICT 2015 - Ghaziabad, India
Duration: 13 Feb 201514 Feb 2015

Publication series

NameProceedings - 2015 IEEE International Conference on Computational Intelligence and Communication Technology, CICT 2015

Conference

Conference2015 IEEE International Conference on Computational Intelligence and Communication Technology, CICT 2015
Country/TerritoryIndia
CityGhaziabad
Period13/02/1514/02/15

Keywords

  • Demand side management
  • Direct load control
  • Genetic algorithm
  • Incentives
  • Normal distribution curve
  • Rebate
  • Smart grid
  • Time based pricing

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering
  • Computer Science Applications

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