Skip to main content

Advertisement

Log in

IoT-Based Smart Waste Bin Monitoring and Municipal Solid Waste Management System for Smart Cities

  • Research Article-Computer Engineering and Computer Science
  • Published:
Arabian Journal for Science and Engineering Aims and scope Submit manuscript

Abstract

Increasing waste generation has become a significant challenge in developing countries due to unprecedented population growth and urbanization. From the literature, many issues have been investigated that signify direct connection with the increase in waste material generation and related difficulties to handle it in a smart city. These issues are the resultants of an improper collection and disposal mechanism used for waste material, the increase in moving trends of peoples toward big cities and lack of intelligent technology used to support the municipal solid waste management system. Consequently, the management of waste material has become a challenge due to a large amount of waste littered everywhere. Furthermore, various problems also occur due to the existing systems that are not only inadequate and inefficient but also their non-scientific procedures involved in the solid waste management. In this paper, an IoT-based smart waste bin monitoring and municipal solid waste management system is proposed. This system helps to solve the problems associated with management of waste material and the IoT-based waste collection for the smart city as discussed above. The proposed system is capable in the collection of waste effectively, detection of fire in waste material and forecasting of the future waste generation. The IoT-based device performs the controlling and monitoring of the electric bins. These devices are wirelessly connected with the central hub to transmit the information about the bins filling level with the existing location. The significant advantage of the system is to collect waste material on time in order to avoid the overflow of bins that would help in saving the environment from pollution.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

References

  1. Kaza, S.; Yao, L.C.; Bhada-Tata, P.; Van Woerden, F.: What a Waste 2.0: A Global Snapshot of Solid Waste Management to 2050. Urban Development; Washington, DC: World Bank. © World Bank. https://openknowledge.worldbank.org/handle/10986/30317. Accessed 24 Apr 2020

  2. Kansara, K.; Zaveri, V.; Shah, S.; Delwadkar, S.; Jani, K.: Sensor based automated irrigation system with IOT: a technical review. Int. J. Comput. Sci. Inf. Technol. 6(6), 5331–5333 (2015)

    Google Scholar 

  3. Tapashetti, A., Vegiraju, D., & Ogunfunmi, T. IoT-enabled air quality monitoring device: a low cost smart health solution. In: 2016 IEEE Global Humanitarian Technology Conference (GHTC), pp. 682–685. IEEE (2016)

  4. Kelly, S.D.T.; Suryadevara, N.K.; Mukhopadhyay, S.C.: Towards the implementation of IoT for environmental condition monitoring in homes. IEEE Sens. J. 13(10), 3846–3853 (2013)

    Article  Google Scholar 

  5. https://en.wikipedia.org/wiki/Najran access date 22 November 2019, Time 1:30 pm

  6. Kim, K.J.: Interacting socially with the Internet of Things (IoT): effects of source attribution and specialization in human–IoT interaction. J. Computer-Mediat Commun 21(6), 420–435 (2016)

    Article  Google Scholar 

  7. Schaffers, H.; Komninos, N.; Pallot, M.; Trousse, B.; Nilsson, M.; Oliveira, A.: Smart cities and the future internet towards cooperation frameworks for open innovation. In: Domingue, J., et al. (eds.) The Future Internet FIA 2011 Lecture Notes in Computer Science, vol. 6656. Springer, Berlin (2011)

    Google Scholar 

  8. Pavithra, D., Balakrishnan, R.: IoT based monitoring and control system for home automation. In: 2015 global conference on communication technologies (GCCT), pp. 169–173. IEEE.

  9. Mitton, N.; Papavassiliou, S.; Puliafito, A.; Trivedi, K.S.: Combining Cloud and sensors in a smart city environment. EURASIP J. Wirel. Commun. Netw. 2012, 247 (2012)

    Article  Google Scholar 

  10. https://en.wikipedia.org/wiki/Najran. Accessed date 18th April 2020. Time: 11:15am.

  11. Hannan, M.A.; Abdulla Al Mamun, M.; Hussain, A.; Basri, H.; Begum, R.A.: A review on technologies and their usage in solid waste monitoring and management systems: issues and challenges. Waste Manag 43, 509–523 (2015)

    Article  Google Scholar 

  12. Hu, L.; Ni, Q.: IoT-driven automated object detection algorithm for urban surveillance systems in smart cities. IEEE Internet of Things J. 5(2), 747–754 (2017)

    Article  Google Scholar 

  13. Tao, C.; Xiang, L.: Municipal solid waste recycle management information platform based on internet of things technology. In: Proceedings of IEEE International Conference on Multimedia Information Network Security, pp. 729–732 (2010)

  14. Anghinolfi, D.; Paolucci, M.; Robba, M.; Taramasso, A.C.: A dynamic optimization model for solid waste recycling. Waste Manag 33(2), 287–296 (2013)

    Article  Google Scholar 

  15. Hannan, M.A.; Arebey, M.; Begum, R.A.; Basri, H.: Radio Frequency Identification (RFID) and communication technologies for solid waste bin truck monitoring system. Waste Manag 31(12), 2406–2413 (2011)

    Article  Google Scholar 

  16. Mamun, M.A.; Hannan, M.A.; Hussain, A.; Basri, H.: Wireless sensor network prototype for solid waste bin monitoring with energy efficient sensing algorithm. In: Proceedings of IEEE International Conference Comput. Science and Engineering, pp. 382–387 (2013)

  17. Khedikar, A; Khobragade, M.; Sawarkar, N.: Waste management of smart city using IOT. Int. J. Res. Sci. Eng 3(2) (2017)

  18. Anjomshoaa, A.; Duarte, F.; Rennings, D.; Matarazzo, J.; deSouza, T.; Ratti, C.: City scanner: building and scheduling a mobile sensing platform for smart city services. IEEE Internet Things J. 5(6), 4567–4579 (2018)

    Article  Google Scholar 

  19. Kasliwal Manasi, H.; Suryawanshi Smitkumar, B.: A novel approach to garbage management using Internet of Things for smart cities. Int. J. Curr. Trends Eng. Res. (IJCTER) 2(5), 348–353 (2016)

    Google Scholar 

  20. Yadav, V.; Subhankar Karmakar, A.K.; Dikshit, S.V.: A feasibility study for the locations of waste transfer stations in urban centers: a case study on the city of Nashik India. J. Cleaner Prod. 126, 191–205 (2016)

    Article  Google Scholar 

  21. Hong, I.; Park, S.; Lee, B.; Lee, J.; Jeong, D.; Park, S.: IoT based smart garbage system for efficient food waste management. e Sci. World J. 2014, 13, Article ID 646953 (2014)

  22. Lundin, A.; Ozkil, A.; Schuldt-Jensen, J: Smart cities: a case study in waste monitoring and management. In: Proceedings of the 50th Hawaii International Conference on System Sciences, Waikoloa, HI, USA (2017)

  23. Cerchecci, M.; Luti, F.; Mecocci, A.; Parrino, S.; Peruzzi, G.; Pozzebon, A.: A low power IoT sensor node architecture for waste management within smart cities context. Sensors 18(4), 1282 (2018)

    Article  Google Scholar 

  24. Khoa, T. A.; Phuc, C. H.; Lam, P. D.; Nhu, L. M. B.; Trong, N. M.; Phuong, N. T. H.; Van Dung, N.; Tan-Y, N.; Nguyen, H. M.; Duc, D. N. M.: Lam Waste management system using IoT-based machine learning in university. Wirel. Commun. Mob. Comput. 2020, 13, Article ID 6138637 (2020). https://doi.org/10.1155/2020/6138637

  25. Bueno-Delgado, M.-V.; Romero-Gazquez, J.-L.; Jim ´ enez ´, P.; Pavon-Mariño, P.: Optimal path planning for selective waste collection in smart cities. Sensors 19(9), 19 (2019)

    Article  Google Scholar 

  26. Alvaro, L.; Caridad, J.; De Paz, J.; Gonz ´ alez, G.V.; Bajo, J.: Smart waste collection system with low consumption LoRaWAN nodes and route optimization. Sensors 18(5), 1804–1282 (2018)

    Google Scholar 

  27. Hannan, M.; Akhtar, M.; Begum, R.A.; Basri, H.; Hussain, A.; Scavino, E.: Capacitated vehicle-routing problem model for scheduled solid waste collection and route optimization using PSO algorithm. Waste Manag 71, 31–41 (2018)

    Article  Google Scholar 

  28. Jim, A.A.J.; Kadir, R.; Mamun, M.A.A.; Nahid, A.-A.; Ali, M.Y.: A noble proposal for Internet of garbage bins (IoGB). Smart Cities 2(2), 214–229 (2019)

    Article  Google Scholar 

  29. Popa, C.; Carutasu, G.; Cotet, C.; Carutasu, N.; Dobrescu, T.: Smart city platform development for an automated waste collection system. Sustainability 9(11), 2064 (2017)

    Article  Google Scholar 

  30. Mahajan, S.A.; Kokane, A.; Shewale, A.; Shinde, M.; Ingale, S.: Smart waste management system using IoT. Int. J. Adv. Eng. Res. Sci. (IJAERS) 4(4), 93–95 (2017)

    Article  Google Scholar 

  31. Subramaniyaswamy, V.; Manogaran, G.; Logesh, R.; Vijayakumar, V.; Chilamkurti, N.; Malathi, D.; Senthilselvan, N.: An ontology-driven personalized food recommendation in IoT-based healthcare system. J. Supercomput. 75(6), 3184–3216 (2019)

    Article  Google Scholar 

  32. Park, Y.K.; Kim, W.; Jo, Y.M.: Release of harmful air pollutants from open burning of domestic municipal solid wastes in a metropolitan area of Korea. Aerosol Air Qual. Res. 13, 1365–1372 (2013)

    Article  Google Scholar 

  33. Kannangara, M.; Dua, R.; Ahmadi, L.; Bensebaa, F.: Modeling and prediction of regional municipal solid waste generation and diversion in Canada using machine learning approaches. Waste Manag. 74, 3–15 (2018)

    Article  Google Scholar 

  34. Surapaneni, P.; Maguluri, L.; Syamala, P.M.: Solid waste management in smart cities using IoT. Int. J. Pure Appl Math. 118(7), 635–640 (2018)

    Google Scholar 

  35. Bharadwaj, B., Kumudha, M.; Gowri Chandra, N.; Chaithra, G.: Automation of Smart waste management using IoT to support “Swachh Bharat Abhiyan”—a practical approach. In: 2017 2nd International Conference on Computing and Communications Technologies (ICCCT), Chennai, pp. 318–320 (2017)

  36. Gutierrez, J.M.; Jensen, M.; Henius, M.; Riaz, T.: Smart waste collection system based on location intelligence. Proc. Comput. Sci. 61, 120–127 (2015)

    Article  Google Scholar 

  37. Bharadwaj, A.S.; Rego, R.; Chowdhury, A.: IoT based solid waste management system: a conceptual approach with an architectural solution as a smart city application. IEEE Ann. India Conf. (INDICON)Bangalore 2016, 1–6 (2016)

    Google Scholar 

  38. Chaudhari, S.S.; Bhole, V.Y.: Solid waste collection as a service using IoT-solution for smart cities. In: 2018 International Conference on Smart City and Emerging Technology (ICSCET), Mumbai, pp. 1–5 (2018)

Download references

Acknowledgments

The authors acknowledge the support from the Research and Development Office, Ministry of Education, Saudi Arabia in cooperation with Najran University Saudi Arabia in the form of post-doctoral fellowship.

Funding

This research work was funded by the Ministry of Education, Research and Development Office, Saudi Arabia. The APC was funded by the Ministry of Education Saudi Arabia in cooperation with Najran University Saudi Arabia in the form of a post-doctoral fellowship.

Author information

Authors and Affiliations

Authors

Contributions

The research conceptualization and methodology are done by Dr. Tariq Ali and Dr. Muhammad Irfan. The technical and theoretical framework is prepared by Dr. Tariq Ali and Dr. Muhammad Irfan. The technical review and improvement have been performed by Dr. Adam Glowacz. The overall technical support, guidance and project administration are done by Prof. Dr. Abdullah Saeed Alwadie.

Corresponding authors

Correspondence to Tariq Ali or Muhammad Irfan.

Ethics declarations

Conflicts of interest

There is no conflict of interest.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ali, T., Irfan, M., Alwadie, A.S. et al. IoT-Based Smart Waste Bin Monitoring and Municipal Solid Waste Management System for Smart Cities. Arab J Sci Eng 45, 10185–10198 (2020). https://doi.org/10.1007/s13369-020-04637-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13369-020-04637-w

Keywords

Navigation