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Cloud-Edge-Terminal-Based Synchronized Decision-Making and Control System for Municipal Solid Waste Collection and Transportation

Author

Listed:
  • Ming Wan

    (GBA and B&R International Joint Research Center for Smart Logistics, Jinan University, Zhuhai 519070, China
    School of Management, Jinan University, No.601 Huangpu Avenue West, Guangzhou 510632, China
    Institute of Physical Internet, Jinan University (Zhuhai Campus), No.206 Qianshan Road, Zhuhai 519070, China)

  • Ting Qu

    (GBA and B&R International Joint Research Center for Smart Logistics, Jinan University, Zhuhai 519070, China
    Institute of Physical Internet, Jinan University (Zhuhai Campus), No.206 Qianshan Road, Zhuhai 519070, China
    School of Intelligent Systems Science and Engineering, Jinan University (Zhuhai Campus), No.206 Qianshan Road, Zhuhai 519070, China)

  • Manna Huang

    (GBA and B&R International Joint Research Center for Smart Logistics, Jinan University, Zhuhai 519070, China
    School of Management, Jinan University, No.601 Huangpu Avenue West, Guangzhou 510632, China
    Institute of Physical Internet, Jinan University (Zhuhai Campus), No.206 Qianshan Road, Zhuhai 519070, China)

  • Xiaohua Qiu

    (GBA and B&R International Joint Research Center for Smart Logistics, Jinan University, Zhuhai 519070, China
    School of Management, Jinan University, No.601 Huangpu Avenue West, Guangzhou 510632, China
    Institute of Physical Internet, Jinan University (Zhuhai Campus), No.206 Qianshan Road, Zhuhai 519070, China)

  • George Q. Huang

    (GBA and B&R International Joint Research Center for Smart Logistics, Jinan University, Zhuhai 519070, China
    Institute of Physical Internet, Jinan University (Zhuhai Campus), No.206 Qianshan Road, Zhuhai 519070, China
    Department Industrial and Manufacturing Systems Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong, China)

  • Jinfu Zhu

    (Gongbei Street Office, 123 Gangchang Road, Xiangzhou District, Zhuhai 519020, China)

  • Junrong Chen

    (Zhuhai Top Cloud Tech Co., Ltd., No.2021, Qianshan Mingzhu South Road, Xiangzhou District, Zhuhai 519070, China)

Abstract

Due to dynamics caused by factors such as random collection and transportation requirements, vehicle failures, and traffic jams, it is difficult to implement regular waste collection and transportation schemes effectively. A challenge for the stable operation of the municipal solid waste collection and transportation (MSWCT) system is how to obtain the whole process data in real time, dynamically judge the process control requirements, and effectively promote the synchronization operation between multiple systems. Based on this situation, this study proposes a cloud-edge-terminal-based synchronization decision-making and control system for MSWCT. First, smart terminals and edge computing devices are deployed at key nodes of MSWCT for real-time collection and edge computing analysis of the whole process data. Second, we propose a collaborative analysis and distributed decision-making method based on the cloud-edge-terminal multi-level computing architecture. Finally, a “three-level and two-stage” synchronization decision-making mechanism for the MSWCT system is established, which enables the synchronization operation between various subsystems. With a real-world application case, the efficiency and effectiveness of the proposed decision-making and control system are evaluated based on real data of changes in fleet capacity and transportation costs.

Suggested Citation

  • Ming Wan & Ting Qu & Manna Huang & Xiaohua Qiu & George Q. Huang & Jinfu Zhu & Junrong Chen, 2022. "Cloud-Edge-Terminal-Based Synchronized Decision-Making and Control System for Municipal Solid Waste Collection and Transportation," Mathematics, MDPI, vol. 10(19), pages 1-20, September.
    • Handle: RePEc:gam:jmathe:v:10:y:2022:i:19:p:3558-:d:929294
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    References listed on IDEAS

    as
    1. Shao, Saijun & Xu, Su Xiu & Huang, George Q., 2020. "Variable neighborhood search and tabu search for auction-based waste collection synchronization," Transportation Research Part B: Methodological, Elsevier, vol. 133(C), pages 1-20.
    2. Cleophas, Catherine & Cottrill, Caitlin & Ehmke, Jan Fabian & Tierney, Kevin, 2019. "Collaborative urban transportation: Recent advances in theory and practice," European Journal of Operational Research, Elsevier, vol. 273(3), pages 801-816.
    3. Zhang, Abraham & Wang, Jason X. & Farooque, Muhammad & Wang, Yulan & Choi, Tsan-Ming, 2021. "Multi-dimensional circular supply chain management: A comparative review of the state-of-the-art practices and research," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
    4. Ming-Hui Zhou & Shui-Long Shen & Ye-Shuang Xu & An-Nan Zhou, 2019. "New Policy and Implementation of Municipal Solid Waste Classification in Shanghai, China," IJERPH, MDPI, vol. 16(17), pages 1-10, August.
    5. Mowmita Mishra & Soumya Kanti Hota & Santanu Kumar Ghosh & Biswajit Sarkar, 2020. "Controlling Waste and Carbon Emission for a Sustainable Closed-Loop Supply Chain Management under a Cap-and-Trade Strategy," Mathematics, MDPI, vol. 8(4), pages 1-24, March.
    6. Yuda Li & Mohammad Peyman & Javier Panadero & Angel A. Juan & Fatos Xhafa, 2022. "IoT Analytics and Agile Optimization for Solving Dynamic Team Orienteering Problems with Mandatory Visits," Mathematics, MDPI, vol. 10(6), pages 1-21, March.
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