Multi-objective Optimization for Combined Cooling Heating and Power System Operation Based on NSGA-II Algorithm

被引:0
|
作者
Zhu, Kai-Kai [1 ]
Wang, Jian-Guo [1 ]
Wang, Yixin [1 ]
Zhao, Guo-Qiang [1 ]
Yao, Yuan [2 ]
Liu, Jian-Long [3 ]
Chen, He-Lin [4 ]
机构
[1] Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai Key Lab Power Stn Automat Technol, Shanghai 200072, Peoples R China
[2] Natl Tsing Hua Univ, Dept Chem Engn, Hsinchu 30013, Taiwan
[3] Shanghai Minghua Elect Power Sci & Technol Co Ltd, Shanghai 200092, Peoples R China
[4] Baoshan Iron & Steel Co Ltd, Ironmaking Plant, Shanghai 200941, Peoples R China
关键词
Combined Cooling Heating and Power; Multi-objective operation optimization; NSGA-II;
D O I
10.1109/DDCLS58216.2023.10167192
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In recent years, the Combined Cooling Heating and Power (CCHP) system has received extensive attention and applications. Nowadays, the pursuit of green and sustainable development of energy development needs to ensure the system economy while ensuring the energy saving and environmental of the system, so the multi-objective optimization research of CCHP system has been paid attention and this paper will comprehensively consider economic goals and environmental objectives, and carry out multi-objective optimization of the energy station CCHP system. Aiming at the problem that multiple objectives cannot achieve the optimal at the same time, it is proposed to use Pareto theory to solve the problem, and the Non-dominated Sorting Genetic Algorithms-II (NSGA-II) based on Pareto theory are used to optimize and solve it. Finally, experiments verify that the total daily operation cost and carbon dioxide treatment cost of the system are reduced after optimization.
引用
收藏
页码:1836 / 1840
页数:5
相关论文
共 50 条
  • [41] Multi-objective optimization model for blast furnace production and ingredients based on NSGA-II algorithm
    Hua C.
    Wang Y.
    Li J.
    Tang Y.
    Lu Z.
    Guan X.
    Huagong Xuebao/CIESC Journal, 2016, 67 (03): : 1040 - 1047
  • [42] Research on multi-objective optimization of switched flux motor based on improved NSGA-II algorithm
    Jin, Liying
    Zhao, Shengdun
    Du, Wei
    Yang, Xuesong
    Wang, Wensheng
    Yang, Yuhang
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART E-JOURNAL OF PROCESS MECHANICAL ENGINEERING, 2019, 233 (06) : 1268 - 1279
  • [43] Multi-objective optimization of simulated moving bed chromatography separation based on NSGA-II algorithm
    Wu, Xiandong
    Jin, Xiaoming
    Su, Hongye
    Huagong Xuebao/Journal of Chemical Industry and Engineering (China), 2007, 58 (08): : 2038 - 2044
  • [44] Prediction-Based Multi-Objective Optimization for Oil Purchasing and Distribution with the NSGA-II Algorithm
    Yu, Lean
    Yang, Zebin
    Tang, Ling
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2016, 15 (02) : 423 - 451
  • [45] Multi-objective optimization model of combined cooling heating and power system based on solar energy
    Zheng Tao
    Sheng Tingting
    Li Xin
    Pan Wangyang
    PROCEEDINGS OF THE 2016 IEEE 11TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2016, : 1127 - 1130
  • [46] Multi-objective optimization of combined cooling, heating, and power (CCHP) system based on CNG engine
    Sheykhi, Mohammad
    Mehregan, Mahmood
    Emamian, Amin
    Ghorbani, Saeed
    Aliakbari, Karim
    Delouei, Amin Amiri
    CASE STUDIES IN THERMAL ENGINEERING, 2024, 61
  • [47] Multi-objective collaborative optimization method based on NSGA-II forMDO problems with multi-objective subsystem
    Li, Hai-Yan
    Jing, Yuan-Wei
    Kongzhi yu Juece/Control and Decision, 2015, 30 (08): : 1497 - 1503
  • [48] Research on Multi-objective Evaluation and Operation Strategies of Combined Cooling, Heating and Power System
    School of Chemical Engineering and Energy Technology, Dongguan University of Technology, Dongguan
    523808, China
    不详
    410082, China
    Kung Cheng Je Wu Li Hsueh Pao, 2019, 5 (1016-1024):
  • [49] Multi-Objective Optimization for Inspection Planning Using NSGA-II
    Asadollahi-Yazdi, E.
    Hassan, A.
    Siadat, A.
    Dantan, J. Y.
    Azadeh, A.
    Keramati, A.
    2015 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2015, : 1422 - 1426
  • [50] Multi-objective Optimal Operation of Combined Cooling, Heating and Power Microgrid
    Li, Yujun
    Wu, Junyong
    Yan, Huaguang
    Li, Dezhi
    Ma, Tengfei
    Lin, Kaijun
    2017 IEEE CONFERENCE ON ENERGY INTERNET AND ENERGY SYSTEM INTEGRATION (EI2), 2017, : 579 - 584