Smart City Gnosys
Smart city article details
| Title | A Predictive Analysis-Based Iot-Enabled Smart Bins For Waste Management In Smart Cities |
|---|---|
| ID_Doc | 3741 |
| Authors | Panda S.K.; Godboley S.; Mahesh U.; Gupta A.; Prashanth B. |
| Year | 2024 |
| Published | 2024 15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024 |
| DOI | http://dx.doi.org/10.1109/ICCCNT61001.2024.10725360 |
| Abstract | Waste management is a critical issue in smart cities. Improper management of the wastes leads to unsanitary conditions and escalates operational costs. Efficient techniques reduce environmental pollution and enhance citizens' overall health and well-being. However, several challenges are associated with waste management: timely waste collection, adequate response to dynamic waste generation patterns, and underutilized/overutilized usage of bins and human resources. Recently, researchers have used Internet of Things (IoT) devices (sensors and actuators) to deal with these challenges. However, their data is frequently pushed to the cloud server without edge processing, which leads to unnecessary delay, bandwidth consumption, and untimely decisions. This paper presents a predictive analysis-based IoT-enabled smart bins (PISB) system using IoT devices. Here, the processing is performed on edge devices to improve energy efficiency, and predictive analysis is performed in the cloud server using a fitness function for proactive decisions. Specifically, each smart bin is equipped with HC-SR04 ultrasonic, methane quality (MQ)9, MQ135 and passive infrared (PIR) motion sensors, an Arduino Uno Rev3 microcontroller, a JHD162A liquid-crystal display (LCD), and an Espressif (ESP)01 wireless fidelity (WiFi) module. The proposed system regularly monitors bin levels, hazardous gases, and air quality and uses the Thingspeak platform to store and analyze the collected data. Moreover, the proposed system offers an efficient route for waste collection using the vehicle routing problem. We compare our smart bin with recently developed smart bins to show its efficacy in hardware and software complexities and costs. © 2024 IEEE. |
| Author Keywords | Internet of Things; Predictive Analysis; Smart Bins; Smart Cities; Vehicle Routing Problem; Waste Management |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
24013  | 0.925 | Devika M.; Jeba S.V.A.; Jose D.M.; Sreya S.; Prem S. | Enhancing The Efficiency Of Iot-Integrated Smart Bin With Real-Time Monitoring | AI and Emerging Technologies for Emergency Response and Smart Cities (2025) |
| 44334 | 0.924 | Mehta S.; Singh A. | Real-Time Data And Waste Management Efficiency: Insights From Iot-Enabled Smart Bins | 10th International Conference on Electrical Energy Systems, ICEES 2024 (2024) |
| 31743 | 0.919 | Mehta S.; Rathour A. | Innovative Waste Management: The Efficiency Of Iot-Enabled Smart Bins | Proceedings of International Conference on Circuit Power and Computing Technologies, ICCPCT 2024 (2024) |
| 50504 | 0.919 | Hussain D.I.; Elomri D.A.; Kerbache D.L.; Omri D.A.E. | Smart City Solutions: Comparative Analysis Of Waste Management Models In Iot-Enabled Environments Using Multiagent Simulation | Sustainable Cities and Society, 103 (2024) |
| 4854 | 0.919 | Aldossary M.; El Hamami F.; Al Qahtani L.; Hussain A.A. | A Solar-Powered Iot-Based Control And Monitoring System For A Smart Bin | Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science (2023) |
| 61448 | 0.918 | Addas A.; Khan M.N.; Naseer F. | Waste Management 2.0 Leveraging Internet Of Things For An Efficient And Eco-Friendly Smart City Solution | PLoS ONE, 19, 7 July (2024) |
| 6717 | 0.917 | Zoumpoulis P.; Konstantinidis F.K.; Tsimiklis G.; Amditis A. | Advancing Urban Waste Management Using Industry 5.0 Principles: A Novel Smart Bin | 2024 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd4.0 and IoT 2024 - Proceedings (2024) |
| 8884 | 0.915 | Billah M.M.; Sultana A.; Rahaman M.M. | An Optimized Iot-Based Real-Time Categorized Smart Waste Management System | 2025 International Conference on Electrical, Computer and Communication Engineering, ECCE 2025 (2025) |
| 55586 | 0.915 | Joshi A.; Deshmukh A.; Auti A. | The Future Of Smart Waste Management In Urban Areas: A Holistic Review | 2023 International Conference on Next Generation Electronics, NEleX 2023 (2023) |
| 33950 | 0.913 | Singh K.; Yadav M.; Yadav R.K. | Iot-Based Automated Dust Bins And Improved Waste Optimization Techniques For Smart City | Revolutionizing Automated Waste Treatment Systems: IoT and Bioelectronics (2024) |