Social Spider Optimization Algorithm-Based Optimized Power Management Schemes

被引:4
|
作者
Suruli, Karthik [1 ]
Ila, Vennila [1 ]
机构
[1] PSG Coll Technol, Dept Elect & Elect Engn, Coimbatore, Tamil Nadu, India
关键词
demand-side energy management; PV; wind; grid; battery; thermal controllable loads; and social spider optimization algorithm; DEMAND-SIDE MANAGEMENT; ENERGY MANAGEMENT; WIND TURBINE; ELECTRIC VEHICLES; STORAGE; SYSTEMS; ARCHITECTURE; OPERATION; SELECTION; STRATEGY;
D O I
10.1080/15325008.2020.1834643
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Energy management (EM) is the essential factors of a smart grid, among residential consumers. These also include the demand side response and cost analysis. The aim of this paper is to be ecological benefit analysis for better consumption and load management. By shifting the load demand, the housing electricity cost reduced by the house energy management system (HEMS)-based cost analysis technique. The optimization is developed to minimize the cost, reduce greenhouse gases emissions and curtail dump energy. The implementation results are obtained by MATLAB R2016a working platform and the results are compared with different kind of algorithms such as ant lion optimization (ALO), Shuffled frog leaping algorithm (SFLA), flower pollination algorithm (FPA), Bees algorithm (BA), crow search optimization (CSO) algorithm. The reduction of electricity cost in a smart home is the main aim of the objective constrained problem and provides the solution to the proposed system. In addition, it uses to discover the operation modes of different loads with production systems. The simulated results obtained with the lowest price in the proposed system, which is about 10, 716.12Rs. Thus, the efficiency of the proposed system makes 76% better than the existing methods.
引用
收藏
页码:1111 / 1124
页数:14
相关论文
共 50 条
  • [41] Sensor Deployment Scheme Based on Social Spider Optimization Algorithm for Wireless Sensor Networks
    Yongquan Zhou
    Ruxin Zhao
    Qifang Luo
    Chunming Wen
    Neural Processing Letters, 2018, 48 : 71 - 94
  • [42] A FAST AND ACCURATE TECHNIQUE FOR FSS AND ANTENNA DESIGNS BASED ON THE SOCIAL SPIDER OPTIMIZATION ALGORITHM
    Oliveira, P. S.
    D'Assuncao, A. G.
    Souza, E. A. M.
    Peixeiro, C.
    MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2016, 58 (08) : 1912 - 1917
  • [43] Optimized Power Quality Monitor Placement Based on a Particle Swarm Optimization Algorithm
    Bertho, R., Jr.
    Kempner, T. R.
    Vieira, J. C. M.
    Oleskovicz, M.
    Coury, D. V.
    PROCEEDINGS OF 2016 17TH INTERNATIONAL CONFERENCE ON HARMONICS AND QUALITY OF POWER (ICHQP), 2016, : 115 - 119
  • [44] Application of immune algorithm-based particle swarm optimization for optimized load distribution among cascade hydropower stations
    Li, Anqiang
    Wang, Liping
    Li, Jiqing
    Ji, Changming
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2009, 57 (11-12) : 1785 - 1791
  • [45] A Social Spider Optimization Algorithm with Chaotic Initialization for Robust Clustering
    Aggarwal, Sakshi
    Chatterjee, Parijeet
    Bhagat, Raj Prakash
    Purbey, Keshav Kr.
    Nanda, Satyasai Jagannath
    8TH INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING & COMMUNICATIONS (ICACC-2018), 2018, 143 : 450 - 457
  • [46] Efficient techniques for the analysis of algorithm-based fault tolerance (ABFT) schemes
    Nair, VSS
    Abraham, JA
    Banerjee, P
    IEEE TRANSACTIONS ON COMPUTERS, 1996, 45 (04) : 499 - 503
  • [47] A swarm optimization algorithm inspired in the behavior of the social-spider
    Cuevas, Erik
    Cienfuegos, Miguel
    Zaldivar, Daniel
    Perez-Cisneros, Marco
    EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (16) : 6374 - 6384
  • [48] Sensitivity analysis and optimization algorithm-based on nonlinear programming
    Oda, Masayoshi
    Yamagami, Yoshihiro
    Kawata, Junji
    Nishio, Yoshifumi
    Ushida, Akio
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2008, E91A (09) : 2426 - 2434
  • [49] Genetic Algorithm-Based Multiobjective Optimization for Building Design
    Yang, Fan
    Bouchlaghem, Dino
    ARCHITECTURAL ENGINEERING AND DESIGN MANAGEMENT, 2010, 6 (01) : 68 - 82
  • [50] A Grey Wolf Optimization Algorithm-Based Optimal Reactive Power Dispatch with Wind-Integrated Power Systems
    Varan, Metin
    Erduman, Ali
    Menevseoglu, Furkan
    ENERGIES, 2023, 16 (13)