Tabu Search Algorithm for Optimal Electric Water Heating Energy Management

被引:0
|
作者
El Bakali, Saida [1 ]
Ouadi, Hamid [1 ]
Fouad, Giri [2 ]
Gheouany, Saad [1 ]
Nada, Mounir [1 ]
Ismael, Jrhilifa [1 ]
机构
[1] Mohammed V Univ Rabat, ERERA, ENSAM Rabat, Rabat, Morocco
[2] UNICAEN, Normandie Univ, ENSICAEN, LAC, F-14000 Caen, France
来源
IFAC PAPERSONLINE | 2024年 / 58卷 / 13期
关键词
EWH energy management; Tabu search algorithm; Multi-objective optimization; OPTIMIZATION;
D O I
10.1016/j.ifacol.2024.07.586
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The aim of this paper is to develop an optimal energy management strategy for electric water heaters (EWHs), based on operational data such as photovoltaic (PV) production, ambient temperature (AT), water demand (WD), and fixed appliance consumption (FAC), electricity tariffs and user preferences. The proposed strategy uses a multi-objective Tabu Search (TS) algorithm to determine the optimal domestic hot water output over the next 24 hours based on this prior data. The aim is to minimize the electricity bill while maintaining a desired level of comfort, by keeping the water temperature within a range compatible with the user's thermal comfort. In addition, the temperature setpoint was varied according to operating conditions. A comparison with particle swarm optimization (PSO)-based management, which uses a similar strategy but employs the PSO algorithm for optimization, reveals that the proposed strategy achieves a significant 33.2% reduction in electricity costs and a 3.8% reduction in carbon emissions. Copyright (c) 2024 The Authors. This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/)
引用
收藏
页码:835 / 840
页数:6
相关论文
共 50 条
  • [1] Optimization based on tabu search algorithm for optimal sizing of hybrid PV/energy storage system: Effects of tabu search parameters
    Xu, Yuelin
    Huang, Sihao
    Wang, Ziwei
    Ren, Yiming
    Xie, Zikang
    Guo, Jialin
    Zhu, Zhilin
    SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2022, 53
  • [2] New Tabu Search Algorithm to Design an Electric Motor
    Idoumghar, Lhassane
    Raminosoa, Tsarafidy
    Miraoui, Abdellatif
    IEEE TRANSACTIONS ON MAGNETICS, 2009, 45 (03) : 1498 - 1501
  • [3] Optimal power flow using tabu search algorithm
    Abido, MA
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2002, 30 (05) : 469 - 483
  • [4] A Tabu Search Based Algorithm for Optimal Lane Reservation
    Fang, Yunfei
    Chu, Feng
    Wu, Zhibin
    Chen, Kejia
    2015 IEEE 12th International Conference on Networking, Sensing and Control (ICNSC), 2015, : 607 - 612
  • [5] A tabu search based algorithm for optimal lane reservation
    School of Economics and Management, Fuzhou University, 350002, China
    不详
    91020, France
    不详
    610064, China
    ICNSC - IEEE Int. Conf. Netw., Sens. Control, (607-612):
  • [6] Optimal robot arm movement using tabu search algorithm
    Mobaieen, S.
    Rabii, A.
    Mohamady, B.
    Research Journal of Applied Sciences, Engineering and Technology, 2012, 4 (04) : 383 - 386
  • [7] Combining Tabu Search and Genetic Algorithm to Determine Optimal Nurse Schedules
    Schrack, Justin
    Ortega, Roy
    Dabu, Kevin
    Truong, Daniel
    Aibin, Michal
    Aibin, Ania
    2021 IEEE CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2021,
  • [8] Application of the Tabu Search Algorithm on Solving the Optimum Heating Institution of Reheating Furnace
    Yang Yejian
    Jiang Zeyi
    Zhang Xinxin
    Jin Peng
    MECHANICAL AND ELECTRONICS ENGINEERING III, PTS 1-5, 2012, 130-134 : 1725 - 1729
  • [9] Multiobjective tabu search algorithm for the optimal design of a thermo-acoustic magneto-hydro-dynamic electric generator
    Carcangiu, Sara
    Fanni, Alessandra
    Forcinetti, Renato
    Montisci, Augusto
    INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS, 2018, 56 : S133 - S142
  • [10] A hybrid adaptive large neighborhood search and tabu search algorithm for the electric vehicle relocation problem
    Cai, Lei
    Wang, Xin
    Luo, Zhixing
    Liang, Yijing
    COMPUTERS & INDUSTRIAL ENGINEERING, 2022, 167