Open AccessCombined heat and power dynamic economic dispatch with demand side management incorporating renewable energy sources and pumped hydro energy storage
Author(s) -
Basu Mousumi
Publication year - 2019
Publication title -
iet generation, transmission and distribution
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.92
H-Index - 110
eISSN - 1751-8695
pISSN - 1751-8687
DOI - 10.1049/iet-gtd.2019.0216
Subject(s) - renewable energy , economic dispatch , mathematical optimization , computer science , chaotic , differential evolution , convergence (economics) , premature convergence , wind power , thermal energy storage , energy storage , electric power system , evolutionary programming , evolutionary algorithm , power (physics) , mathematics , economics , engineering , genetic algorithm , electrical engineering , ecology , physics , quantum mechanics , artificial intelligence , economic growth , biology
This study suggests chaotic fast convergence evolutionary programming (CFCEP) rooted in Tent equation for solving intricate actual world combined heat and power dynamic economic dispatch (CHPDED) problem with demand side management (DSM) incorporating renewable energy sources and pumped‐storage‐hydraulic unit. The valve point effect and proscribed workable area of thermal generators and solar and wind power uncertainty have been pondered. DSM programmes decrease cost and boost up power system security. To investigate the upshot of DSM, the CHPDED problem is solved with and without DSM. In the recommended CFCEP technique, chaotic sequences have been pertained for acquiring the dynamic scaling factor setting in fast convergence evolutionary programming (FCEP). Introduction of chaotic sequences helps FCEP to avoid premature convergence. The efficiency of the recommended technique is revealed in a test system. Simulation outcomes of the recommended technique have been evaluated with those attained by FCEP and differential evolution. It has been examined from the assessment that the recommended CFCEP has the capability to bestow with a better‐quality solution.