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

被引:2
|
作者
Wan, Ming [1 ,2 ,3 ]
Qu, Ting [1 ,3 ,4 ]
Huang, Manna [1 ,2 ,3 ]
Qiu, Xiaohua [1 ,2 ,3 ]
Huang, George Q. [1 ,3 ,5 ]
Zhu, Jinfu [6 ]
Chen, Junrong [7 ]
机构
[1] Jinan Univ, GBA & B&R Int Joint Res Ctr Smart Logist, Zhuhai 519070, Peoples R China
[2] Jinan Univ, Sch Management, 601 Huangpu Ave West, Guangzhou 510632, Peoples R China
[3] Jinan Univ, Inst Phys Internet, Zhuhai Campus,206 Qianshan Rd, Zhuhai 519070, Peoples R China
[4] Jinan Univ, Sch Intelligent Syst Sci & Engn, Zhuhai Campus,206 Qianshan Rd, Zhuhai 519070, Peoples R China
[5] Univ Hong Kong, Dept Ind & Mfg Syst Engn, Pokfulam Rd, Hong Kong, Peoples R China
[6] Gongbei St Off, 123 Gangchang Rd, Zhuhai 519020, Peoples R China
[7] Zhuhai Top Cloud Tech Co Ltd, 2021 Qianshan Mingzhu South Rd, Zhuhai 519070, Peoples R China
基金
中国国家自然科学基金;
关键词
municipal solid waste; waste classification; waste logistics; waste collection and transportation; IoT; cloud-edge collaboration; synchronization; MANAGEMENT; LOGISTICS; MODEL;
D O I
10.3390/math10193558
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
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.
引用
收藏
页数:20
相关论文
共 50 条
  • [21] Chemical sequential extraction as decision-making tool: Application to municipal solid waste and its individual constituents
    Prudent, P
    Domeizel, M
    Massiani, C
    SCIENCE OF THE TOTAL ENVIRONMENT, 1996, 178 (1-3) : 55 - 61
  • [22] Decision-making analysis on collection and transportation distance of rural domestic waste: case study of Guangxi Province, China
    Huang, Ruhui
    Sun, Xiang
    Tan, Xingyu
    Han, Biao
    Zhao, Suqin
    Ma, Dachao
    Sun, Ting
    Wei, Qun
    Yang, Yang
    Zhang, Lei
    JOURNAL OF MATERIAL CYCLES AND WASTE MANAGEMENT, 2020, 22 (06) : 2081 - 2091
  • [23] Decision-making analysis on collection and transportation distance of rural domestic waste: case study of Guangxi Province, China
    Ruhui Huang
    Xiang Sun
    Xingyu Tan
    Biao Han
    Suqin Zhao
    Dachao Ma
    Ting Sun
    Qun Wei
    Yang Yang
    Lei Zhang
    Journal of Material Cycles and Waste Management, 2020, 22 : 2081 - 2091
  • [24] Decision-making of sustainable municipal solid waste management based on the SWOT analysis: A case study of Gurugram City, Haryana (India)
    Chauhan, Suman
    ADVANCES IN ENVIRONMENTAL RESEARCH-AN INTERNATIONAL JOURNAL, 2023, 12 (01): : 41 - 49
  • [25] Municipal Infrastructure Projects Management and Decision-making Support System Based on GIS
    Ru, Xuwei
    Zhu, Yunhai
    Wu, Hongzhi
    Sun, Lingwen
    ADVANCES IN ENVIRONMENTAL TECHNOLOGIES, PTS 1-6, 2013, 726-731 : 4596 - 4599
  • [26] Bio-recovery of municipal plastic waste management based on an integrated decision-making framework
    Shahsavar, Mohammad M.
    Akrami, Mehran
    Kian, Zahra
    Gheibi, Mohammad
    Fathollahi-Fard, Amir M.
    Hajiaghaei-Keshteli, Mostafa
    Behzadian, Kourosh
    JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY, 2022, 108 : 215 - 234
  • [27] Selecting sustainable waste-to-energy technologies for municipal solid waste treatment: a game theory approach for group decision-making
    Soltani, Atousa
    Sadiq, Rehan
    Hewage, Kasun
    JOURNAL OF CLEANER PRODUCTION, 2016, 113 : 388 - 399
  • [28] Multi-Terminal Collaborative Control Decision-Making Mechanism Based on Blockchain
    Qiu Guoliang
    Zheng Qiwen
    Hu Xing
    2019 INTERNATIONAL CONFERENCE ON CYBER-ENABLED DISTRIBUTED COMPUTING AND KNOWLEDGE DISCOVERY (CYBERC), 2019, : 237 - 244
  • [29] Design of Disease Control and Decision-Making System Based on WebGIS
    Gao, Zhongwen
    Lang, Meng
    2014 SEVENTH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID 2014), VOL 1, 2014, : 413 - 416