An economic load dispatch and multiple environmental dispatch problem solution with microgrids using interior search algorithm

被引:0
|
作者
Indrajit N. Trivedi
Pradeep Jangir
Motilal Bhoye
Narottam Jangir
机构
[1] Government Engineering College,Department of Electrical Engineering
[2] Lukhdhirji Engineering College,Department of Electrical Engineering
来源
关键词
Microgrid; Economic load dispatch; Emission dispatch; Wind generation prediction; Solar generation prediction; Interior search algorithm;
D O I
暂无
中图分类号
学科分类号
摘要
Microgrid is a novel small-scale system of the centralized electricity for a small-scale community such as villages and commercial area. Microgrid consists of micro-sources like distribution generator, solar and wind units. A microgrid is consummate specific purposes like reliability, cost reduction, emission reduction, efficiency improvement, use of renewable sources and continuous energy source. In the microgrid, the Energy Management System is having a problem of Economic Load Dispatch (ELD) and Combined Economic Emission Dispatch (CEED) and it is optimized by meta-heuristic techniques. The key objective of this paper is to solve the Combined Economic Emission Dispatch (CEED) problem to obtain optimal system cost. The CEED is the procedure to scheduling the generating units within their bounds together with minimizing the fuel cost and emission values. The newly introduced Interior Search Algorithm (ISA) is applied for the solution of ELD and CEED problem. The minimization of total cost and total emission is obtained for four different scenarios like all sources included all sources without solar energy, all sources without wind energy and all sources without solar and wind energy. In both scenarios, the result shows the comparison of ISA with the Reduced Gradient Method (RGM), Ant Colony Optimization (ACO) technique and Cuckoo Search Algorithm (CSA) for the two different cases which are ELD without emission and CEED with emission. The results are calculated for different Power Demand of 24 h. The results obtained to ISA give comparatively better cost reduction as compared with RGM, ACO and CSA which shows the effectiveness of the given algorithm.
引用
收藏
页码:2173 / 2189
页数:16
相关论文
共 50 条
  • [1] An economic load dispatch and multiple environmental dispatch problem solution with microgrids using interior search algorithm
    Trivedi, Indrajit N.
    Jangir, Pradeep
    Bhoye, Motilal
    Jangir, Narottam
    [J]. NEURAL COMPUTING & APPLICATIONS, 2018, 30 (07): : 2173 - 2189
  • [2] Economic load dispatch in a microgrid using Interior Search Algorithm
    Karthik, N.
    Parvathy, A. K.
    Arul, R.
    Jayapragash, R.
    Narayanan, Sathiya
    [J]. 2019 INNOVATIONS IN POWER AND ADVANCED COMPUTING TECHNOLOGIES (I-PACT), 2019,
  • [3] Solving Economic Load Dispatch Problem Using Vortex Search Algorithm
    Kuyu, Yigit Cagatay
    Erdem, Nergis
    [J]. 2017 10TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ELECO), 2017, : 76 - 80
  • [4] Economic Load Dispatch Using Vortex Search Algorithm
    Saka, Mustafa
    Eke, Ibrahim
    Tezcan, Suleyman Sungur
    Taplamacioglu, M. Cengiz
    [J]. 2017 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONIC ENGINEERING (ICEEE 2017), 2017, : 77 - 81
  • [5] Application of Hurricane Search Algorithm on Economic Load Dispatch problem
    Ghorui, S. K.
    Ghosh, Roshan
    Mondal, Saikat
    Ghosh, Saptam
    Dasgupta, Koustav
    [J]. 2018 2ND INTERNATIONAL CONFERENCE ON POWER, ENERGY AND ENVIRONMENT: TOWARDS SMART TECHNOLOGY (ICEPE), 2018,
  • [6] Economic Load Dispatch of a Grid-Tied DC Microgrid Using the Interior Search Algorithm
    Khan, Kamil
    Kamal, Ahmad
    Basit, Abdul
    Ahmad, Tanvir
    Ali, Haider
    Ali, Anwar
    [J]. ENERGIES, 2019, 12 (04):
  • [7] Solution to scalarized environmental economic power dispatch problem by using genetic algorithm
    Yasar, Celal
    Ozyon, Serdar
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2012, 38 (01) : 54 - 62
  • [8] ECONOMIC AND EMISSION LOAD DISPATCH USING CUCKOO SEARCH ALGORITHM
    Chellappan, Raashmi
    Kavitha, D.
    [J]. 2017 INNOVATIONS IN POWER AND ADVANCED COMPUTING TECHNOLOGIES (I-PACT), 2017,
  • [9] Economic load dispatch using improved gravitational search algorithm
    Huang Yu
    Wang Jia-rong
    Guo Feng
    [J]. 2ND ISPRS INTERNATIONAL CONFERENCE ON COMPUTER VISION IN REMOTE SENSING (CVRS 2015), 2016, 9901
  • [10] Economic Load Dispatch Problem Based on Search and Rescue Optimization Algorithm
    Said, Mokhtar
    Houssein, Essam H.
    Deb, Sanchari
    Ghoniem, Rania M.
    ElSayed, Abeer Galal
    [J]. IEEE ACCESS, 2022, 10 : 47109 - 47123