IoT-Enabled Solid Waste Management in Smart Cities

被引:40
作者
Vishnu, S. [1 ]
Ramson, S. R. Jino [1 ,2 ,3 ]
Senith, Samson [4 ]
Anagnostopoulos, Theodoros [5 ]
Abu-Mahfouz, Adnan M. [6 ]
Fan, Xiaozhe [2 ]
Srinivasan, S. [3 ]
Kirubaraj, A. Alfred [4 ]
机构
[1] Vignans Fdn Sci Technol & Res, Guntur 522213, Andhra Pradesh, India
[2] Purdue Univ, Sch Engn Technol, W Lafayette, IN 47907 USA
[3] Saveetha Univ, Saveetha Sch Engn, Chennai 602105, Tamil Nadu, India
[4] Karunya Inst Technol & Sci, Coimbatore 641114, Tamil Nadu, India
[5] Univ West Attica, Dept Business Adm, Athens 12243, Greece
[6] Univ Johannesburg, Council Sci & Ind Res CSIR, Dept Elect & Elect Engn Sci, ZA-0001 Johannesburg, South Africa
来源
SMART CITIES | 2021年 / 4卷 / 03期
关键词
Internet of Things; solid waste management; trash bin; LoRaWAN; Wi-Fi; smart city; remote monitoring;
D O I
10.3390/smartcities4030053
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The Internet of Things (IoT) paradigm plays a vital role for improving smart city applications by tracking and managing city processes in real-time. One of the most significant issues associated with smart city applications is solid waste management, which has a negative impact on our society's health and the environment. The traditional waste management process begins with waste created by city residents and disposed of in garbage bins at the source. Municipal department trucks collect garbage and move it to recycling centers on a fixed schedule. Municipalities and waste management companies fail to keep up with outdoor containers, making it impossible to determine when to clean them or when they are full. This work proposes an IoT-enabled solid waste management system for smart cities to overcome the limitations of the traditional waste management systems. The proposed architecture consists of two types of end sensor nodes: PBLMU (Public Bin Level Monitoring Unit) and HBLMU (Home Bin Level Monitoring Unit), which are used to track bins in public and residential areas, respectively. The PBLMUs and HBLMUs measure the unfilled level of the trash bin and its location data, process it, and transmit it to a central monitoring station for storage and analysis. An intelligent Graphical User Interface (GUI) enables the waste collection authority to view and evaluate the unfilled status of each trash bin. To validate the proposed system architecture, the following significant experiments were conducted: (a) Eight trash bins were equipped with PBLMUs and connected to a LoRaWAN network and another eight trash bins were equipped with HBLMUs and connected to a Wi-Fi network. The trash bins were filled with wastes at different levels and the corresponding unfilled levels of every trash bin were monitored through the intelligent GUI. (b) An experimental setup was arranged to measure the sleep current and active current contributions of a PBLMU to estimate its average current consumption. (c) The life expectancy of a PBLMU was estimated as approximately 70 days under hypothetical conditions.
引用
收藏
页码:1004 / 1017
页数:14
相关论文
共 50 条
  • [1] Waste Management as an IoT-Enabled Service in Smart Cities
    Medvedev, Alexey
    Fedchenkov, Petr
    Zaslavsky, Arkady
    Anagnostopoulos, Theodoros
    Khoruzhnikov, Sergey
    INTERNET OF THINGS, SMART SPACES, AND NEXT GENERATION NETWORKS AND SYSTEMS, 2015, 9247 : 104 - 115
  • [2] IoT-Enabled Smart Waste Management Systems for Smart Cities: A Systematic Review
    Sosunova, Inna
    Porras, Jari
    IEEE ACCESS, 2022, 10 : 73326 - 73363
  • [3] Challenges and Opportunities of Waste Management in IoT-Enabled Smart Cities: A Survey
    Anagnostopoulos, Theodoros
    Zaslavsky, Arkady
    Kolomvatsos, Kostas
    Medvedev, Alexey
    Amirian, Pouria
    Morley, Jeremy
    Hadjieftymiades, Stathes
    IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2017, 2 (03): : 275 - 289
  • [4] IoT-enabled tip and swap waste management models for smart cities
    Anagnostopoulos, Theodoros
    Zaslaysky, Arkady
    Ntalianis, Klimis
    Anagnostopoulos, Christos
    Ramson, S. R. Jino
    Shah, Parth Jatinkumar
    Behdad, Sara
    Salmon, Ioannis
    INTERNATIONAL JOURNAL OF ENVIRONMENT AND WASTE MANAGEMENT, 2021, 28 (04) : 521 - 539
  • [5] IoT-enabled Smart Lighting Systems for Smart Cities
    Sikder, Amit Kumar
    Acar, Abbas
    Aksu, Hidayet
    Uluagac, A. Selcuk
    Akkaya, Kemal
    Conti, Mauro
    2018 IEEE 8TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE (CCWC), 2018, : 639 - 645
  • [6] IoT-Enabled Smart Sustainable Cities: Challenges and Approaches
    Belli, Laura
    Cilfone, Antonio
    Davoli, Luca
    Ferrari, Gianluigi
    Adorni, Paolo
    Di Nocera, Francesco
    Dall'Olio, Alessandro
    Pellegrini, Cristina
    Mordacci, Marco
    Bertolotti, Enzo
    SMART CITIES, 2020, 3 (03): : 1039 - 1071
  • [7] Smart parking in IoT-enabled cities: A survey
    Al-Turjman, Fadi
    Malekloo, Arman
    SUSTAINABLE CITIES AND SOCIETY, 2019, 49
  • [8] IoT-Enabled Smart Cities: Evolution and Outlook
    Bauer, Martin
    Sanchez, Luis
    Song, JaeSeung
    SENSORS, 2021, 21 (13)
  • [9] An IoT-enabled intelligent automobile system for smart cities
    Menon, Varun G.
    Jacob, Sunil
    Joseph, Saira
    Sehdev, Paramjit
    Khosravi, Mohammad R.
    Al-Turjman, Fadi
    INTERNET OF THINGS, 2022, 18
  • [10] High Capacity Trucks Serving as Mobile Depots for Waste Collection in IoT-Enabled Smart Cities
    Anagnostopoulos, Theodoros
    Zaslavsky, Arkady
    Georgiou, Stefanos
    Khoruzhnikov, Sergey
    INTERNET OF THINGS, SMART SPACES, AND NEXT GENERATION NETWORKS AND SYSTEMS, 2015, 9247 : 80 - 94