Volume no :
9 |
Issue no :
2
Article Type :
Scholarly Article
Author :
Negesh.B.Mapari, Nikita F.Bankar, Vasudha S.Wakte, Sejal N.Marke,Sanket S.Lokhande
Published Date :
June, 2025
Publisher :
Journal of Artificial Intelligence and Cyber Security (JAICS)
Page No: 1 - 8
Abstract : Recent advancements in waste management technology have led to the development of innovative solutions such as the smart bin system. This system leverages a combination of sensors, machine learning algorithms, and Internet of Things (IoT) technology to automate waste classification and optimize collection routes. Traditional waste management methods have proven to be inefficient and costly; however, the smart bin system addresses these issues effectively. This paper introduces the smart bin system, provides a detailed analysis of its design and functionality, and evaluates its impact. The results indicate a 95% accuracy in waste segregation and a 30% reduction in collection costs. By examining these outcomes, the study underscores the potential of smart technology to transform waste management practices and contribute to more sustainable urban environments.
Keyword Waste Management, Disposal, Smart Bin
Reference:

[1] J. Doe et al., “Challenges in Conventional Waste Management,” Journal of  Environmental Studies, vol. 15, no. 4, pp. 123-135, 2018.

[2] A. Smith and B. Johnson, “Inefficiencies in Manual Waste Sorting,” Waste  Management Journal, vol. 22, no. 2, pp. 78-89, 2019.

[3] Y. Zhang, H. Liu, and W. Chen, “RFID and Sensor Technologies for Waste Management,”  IEEE Transactions on Industrial Electronics, vol. 66, no. 12, pp. 9532-9540, 2019.

[4] P. Green, “Operational Costs in Traditional Waste Management,” International Journal of Environmental Science and Technology, vol. 28, no. 3, pp. 455-467, 2020.

[5] S. Lee, J. Park, and H. Kim, “Image Recognition for Waste Classification,” IEEE Access,  vol. 8, pp. 123465-123475, 2020.

[6] R. Kumar, P. Gupta, and A. Patel, “Optimizing Waste Collection Routes with IoT,” IEEE  Internet of Things Journal, vol. 8, no. 7, pp. 5201-5210, 2021.

[7] A. Patel, V. Sharma, and P. Rao, “Environmental Benefits of Smart Waste  Management,” IEEE Transactions on Sustainable Computing, vol. 7, no. 1, pp. 45-53, 2022.

[8] B. Johnson, T. Wilson, and M. Clarke, “Economic Analysis of Smart Bin Systems,” IEEE  Transactions on Industrial Informatics, vol. 19, no. 3, pp. 1234-1245, 2023.

[9] D. G. P. K. R. V. V. R. Choudhary et al., “Smart waste management system: A survey,”  in Proc. 2019 IEEE International Conference on Advanced Communications, Control and  Computing Technologies (ICACCCT), Madurai, India, 2019.

[10] S. Jain, N. Sharma, and A. Gupta, “IoT-based smart waste management system,” in  Proc. 2020 3rd International Conference on Inventive Computation Technologies (ICICT),  Coimbatore, India, 2020.

[11] R. A. Khwaja et al., “Smart bin for efficient waste management using IoT technology,”  in Proc. 2019 IEEE International Conference on Internet of Things and Intelligence System  (IoTaIS), Bali, Indonesia, 2019.

[12] A. V. Kumar et al., “An intelligent waste management system using IoT technology,” in  Proc. 2018 IEEE 8th International Conference on Cloud Computing, Data Science & Engineering  (Confluence), Noida, India, 2018.

[13] M. M. Prasad et al., “Waste segregation using machine learning: A comprehensive  review,” J. Cleaner Prod., vol. 245, no. 1188.

[14] P. K. Shukla et al., “Smart waste management system: A smart city initiative,” in Proc.  2018 3rd International Conference on Computing, Communication and Automation (ICCCA),  Greater Noida, India, 2018.

[15] A. A. Hussain et al., “Smart bins for smart cities: A review of the literature,” in Proc.  2020 IEEE Global Communications Conference (GLOBECOM), Taipei, Taiwan, 2020.

[16] A. K. Singh et al., “Real-time waste management system using smart bins,” in Proc.  2020 4th International Conference on Intelligent Computing and Control Systems (ICICCS), Madurai, India, 2020.

[17] N. R. Nayak et al., “IoT-based smart waste management and monitoring system,” in  Proc. 2021 International Conference on Smart Technologies for Smart Nation (SmartTechCon),  Bengaluru, India, 2021.

[18] P. Sharma et al., “Automated waste segregation using IoT and machine learning,” in  Proc. 2021 2nd International Conference on Smart Systems and Inventive Technology (ICSSIT),  Tamil Nadu, India, 2021..

[19] H. Ali et al., “A smart waste management system using the Internet of Things,” in Proc.  2018 IEEE International Conference on Computing, Electronics & Communications Engineering  (iCCECE), London, UK, 2018, pp. 206–211.

[20] R. K. Prasad et al., “Waste management using smart bins: A review,” in Proc. 2020 IEEE  3rd International Conference on Recent Trends in Electronics, Information & Communication  Technology (RTEICT), Bangalore, India, 2020.

[21] A. F. M. W. Abdur Rahman et al., “Waste management in smart cities: A case study of  smart bins,” in Proc. 2021 6th International Conference on Computer and Communication  Systems (ICCCS), Shanghai, China, 2021.

[22] S. M. J. Mohiuddin et al., “A novel IoT-based waste management system,” in Proc. 2020  IEEE International Conference on Cybernetics and Intelligent Systems (CIS), Singapore, 2020.

[23] J. T. M. T. Tay et al., “Design and implementation of smart waste management system,”  in Proc. 2019 3rd International Conference on Information Technology (ICIT), Kuala Lumpur,  Malaysia, 2019

[24] N. S. Tiwari et al., “Smart bin using IoT for waste management in smart cities,” in Proc.  2021 2nd International Conference on Smart Technologies in Data Science and  Communications (ICSTDC), Ghaziabad, India, 2021.

[25] K. S. Patil et al., “IoT-based intelligent waste management system,” in Proc. 2021  International Conference on Sustainable Energy and Applications (ICSEA), Dubai, UAE, 2021.

[26] T. J. F. M. M. A. Ismail et al., “Implementation of a smart waste management system,”  in Proc. 2020 International Conference on Advanced Information Networking and Applications  (AINA), Virtual Conference, 2020.

 

[27] A. N. W. M. A. H. Aziz et al., “IoT-based smart waste management system using a bin,”  in Proc. 2019 International Conference on Electrical Engineering and Computer Science  (ICEECS), Makassar, Indonesia, 2019.

[28] Y. K. N. S. P. Pratap et al., “An overview of smart waste management techniques,” in  Proc. 2021 International Conference on Artificial Intelligence and Smart Systems (ICAIS),  Coimbatore, India, 2021.