A multi agent-based approach for energy efficient water resource management

被引:5
作者
Aydin, Mehmet Emin [1 ]
Keles, Rustem [2 ]
机构
[1] Univ West England, Dept Comp Sci & Creat Technol, Bristol, Avon, England
[2] Metropolitan Municipal, Kahramanmaras, Turkey
关键词
Energy efficiency; Water resource management; Mathematical programming; Multi agent systems;
D O I
10.1016/j.cie.2020.106679
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Water supply remains one of globally recognised challenging problems due to the scarcity in the water sources, the environmental concerns and hardness in access to clean and fresh water. Besides, energy consumption is also under focus as much as access to fresh water is. Substantial research efforts have been spent to produce good solutions for each of these global problems. However, there is not much investigated on considering both issues together in the same problems structure. This paper focuses on efficient planning and control of water supply in a middle-size water-rich city using a multi-agent approach to handle the problem with respect to a number of key performance indicators including energy efficiency, given a variety of water resources including constructed and natural reservoirs. A particular case scenario is considered and its mathematical model is developed in order to optimally plan and control fresh water supply to the metropolitan area of the city introduced in the scenario. The multi agent system has been used for production control of untreated water from different water resources. The evaluations have been done through episodes and the results are encouraging.
引用
收藏
页数:9
相关论文
共 22 条
  • [1] An optimization model for the allocation of water resources
    Abdulbaki, Dunia
    Al-Hindi, Mahmoud
    Yassine, Ali
    Abou Najm, Majdi
    [J]. JOURNAL OF CLEANER PRODUCTION, 2017, 164 : 994 - 1006
  • [2] Amigoni F, 2015, PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS (AAMAS'15), P821
  • [3] [Anonymous], 2019, GLOBAL ISSUES WATER
  • [4] Review of Mathematical Programming Applications in Water Resource Management Under Uncertainty
    Archibald, Thomas W.
    Marshall, Sarah E.
    [J]. ENVIRONMENTAL MODELING & ASSESSMENT, 2018, 23 (06) : 753 - 777
  • [5] Aydin M. E., 2018, AGENT BASED APPROACH
  • [6] Aydin ME, 2007, LECT NOTES ARTIF INT, V4659, P185
  • [7] Coordinating metaheuristic agents with swarm intelligence
    Aydin, Mehmet Emin
    [J]. JOURNAL OF INTELLIGENT MANUFACTURING, 2012, 23 (04) : 991 - 999
  • [8] Mobile Multi-Agent Systems for the Internet-of-Things and Clouds using the Java']JavaScript Agent Machine Platform and Machine Learning as a Service
    Bosse, Stefan
    [J]. 2016 IEEE 4TH INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD (FICLOUD 2016), 2016, : 246 - 255
  • [9] Integrated Water Resources Management in Peru
    Eda, Laura E. Higa
    Chen, Weiqi
    [J]. INTERNATIONAL CONFERENCE ON ECOLOGICAL INFORMATICS AND ECOSYSTEM CONSERVATION (ISEIS 2010), 2010, 2 : 340 - 348
  • [10] Integrated planning for regional development planning and water resources management under uncertainty: A case study of Xining, China
    Fu, Z. H.
    Zhao, H. J.
    Wang, H.
    Lu, W. T.
    Wang, J.
    Guo, H. C.
    [J]. JOURNAL OF HYDROLOGY, 2017, 554 : 623 - 634