Internet of Things in Solid Waste Management:
systematic review with bibliometric analysis of the literature
DOI:
https://doi.org/10.24221/jeap.6.3.2021.4245.194-209Abstract
The Internet of Things (IoT) is a technology of Industry 4.0 that is currently being pointed out as a mechanism capable of helping in the construction of smart and sustainable cities. Within this context, solid waste management (SW) is one of the problems of cities to be solved. Thus, this article carried out a systematic review with bibliometric analysis, seeking to understand the relationship and the application of IoT in SW management. For this, the work was divided into four stages: Searching for articles in the database, Meta-analysis, Bibliometric analysis and Systematic analysis. The data search was carried out in the Scopus database, selecting the articles using the PRISMA method. In the meta-analysis, bibliometric and publication-specific data were extracted. The bibliometric analysis stage was performed in a quantitative and qualitative way using software. In the systematic analysis, the information contained in the works was synthesized. The 28 articles included in the analysis were published between 2013 and 2020. The majority of authors and institutions come from countries in Asia and Europe, demonstrating the need for global expansion of studies. In the co-authorship and citation networks, there was little relationship between the authors of the documents. Regarding the co-occurrence networks between the words, there was a focus on the use of IoT technologies for automation of dumps in order to improve the management of SW. Finally, it became evident the great relevance of the use of IoT in the management of SW for the construction of smart and sustainable cities.Downloads
References
Agência USP de Gestão da Informação Acadêmica. 2016. Disponível em: https://www.aguia.usp.br/apoio-pesquisador/indicadores-pesquisa/lista-indicadores-bibliometricos/. Acesso em: 27 jun. 2020.
Alqahtani, F.; Al-Makhadmeh, Z.; Tolba, A.; Said, W. 2020. Internet of things-based urban waste management system for smart cities using a Cuckoo search algorithm. Cluster Computing, 23, 1769-1780. DOI: 10.1007/s10586-020-03126-x
Anagnostopoulos, T.; Zaslavsky, A.; Sosunova, I.; Fedchenkov, P.; Medvedev, A.; Ntalianis, K.; Skourlas, C.; Rybin, A.; Khoruznikov, S. 2018. A stochastic multi-agent system for Internet of Things-enabled waste management in smart cities. Waste Management & Research, 1-9. DOI: 10.1177/0734242x18783843
Anand, A.; Verma, S.; Padmini, T. N. 2018. Real-time garbage monitoring system with periodic updation of database server and notification using IOT and GSM. Journal of Advanced Research in Dynamical and Control Systems, 10, 3, 1036-1039.
Atayero, A. A.; Williams, R.; Badejo, J. A.; Popoola, S. I. 2019. Cloud Based IoT-enabled solid waste monitoring system for smart and connected communities. International Journal of Civil Engineering and Technology, 10, 2, 2308-2315.
Batagan, L. 2011. Smart Cities and Sustainability Models. Informatica Economica, 15, 3, 80-87.
Bhanot, N.; Sharma, V. K.; Parihar, A. S.; Sharma, M.; Yadav, M.; Gupta, H. 2019. A conceptual framework of internet of things for efficient municipal solid waste management and waste to energy implementation. International Journal of Environment and Waste Management, 23, 4, 410-432. DOI: 10.1504/IJEWM.2019.099997
Bong, C. P. C.; Lim, L. Y.; Lee, C. T.; Fan, Y. V.; Klemešb, J. J. 2018. The role of smart waste management in smart agriculture. Chemical Engineering Transactions, 70, 937-942. DOI: 10.3303/CET1870157
Chakravarthi, G. K.; Chandra, D. S.; Asadi, SS. 2019. Smart solid waste management in new Capital City Amaravathi. International Journal of Recent Technology and Engineering, 7, 6C2, 882-887.
Couth, R.; Trois, C. 2012. Sustainable waste management in Africa through CDM projects. Waste Management, 32, 11, 2115-2125. DOI: 10.1016/j.wasman.2012.02.022
Dhana Shree, K.; Janani, B.; Reenadevi, R.; Rajesh, R. 2019. Garbage monitoring system using smart bins. International Journal of Scientific & Technology Research, 8, 11, 1921-1925.
Diniz, C. C. 2019. Corrida científica e tecnológica e reestruturação produtiva: impactos geoeconômicos e geopolíticos. Revista Brasileira de Estudos Urbanos e Regionais, 21, 2, 241-257. DOI: 10.22296/2317-1529.2019v21n2p241
Ferrari, F.; Striani, R.; Minosi, S.; Fazio, R.; Visconti, P.; Patrono, L.; Catarinucci, L.; Corcione, C. E.; Greco, A. 2020. An innovative IoT-oriented prototype platform for the management and valorisation of the organic fraction of municipal solid waste. Journal of Cleaner Production, 247, 119618. DOI: 10.1016/j.jclepro.2019.119618
Gaddam, M.; Thatha, V. D.; Kavuluri, S. R.; Popuri, G. K. 2018. Smart garbage collection management system. International Journal of Engineering & Technology, 7, 2.7, 193-196. DOI: 10.14419/ijet.v7i2.7.10291
Galvão, T. F.; Pereira, M. G. 2014. Revisões sistemáticas da literatura: passos para sua elaboração. Epidemiol. Serv. Saude, 23, 1, 183-184. DOI: 10.5123/S1679-49742014000100018
Garrido-Hidalgo, C.; Ramirez, F. J.; Olivares, T.; Roda-Sanchez, L. 2020. The adoption of Internet of Things in a Circular Supply Chain framework for the recovery of WEEE: The case of Lithium-ion electric vehicle battery packs. Waste Management, 103, 32-44. DOI: 10.1016/j.wasman.2019.09.045
Gašová, M.; Gašo, M.; Štefánik, A. 2017. Advanced industrial tools of ergonomics based on Industry 4.0 concept. Procedia Engineering, 192, 219-224. DOI: 10.1016/j.proeng.2017.06.038
Gu, F.; Ma, B.; Guo, J.; Summers, P. A.; Hall, P. 2017. Internet of things and Big Data as potential solutions to the problems in waste electrical and electronic equipment management: an exploratory study. Waste Management, 68, 434-448. DOI: 10.1016/j.wasman.2017.07.037
Idwan, S.; Mahmood, I.; Zubairi, J. A.; Matar, I. 2019. Optimal management of solid waste in smart cities using internet of things. Wireless Personal Communications, 110, 485-501. DOI: 10.1007/s11277-019-06738-8
Ismail, N. A.; Majid, N. A. A.; Hassan, S. A. 2019. IoT-based smart solid waste management system a systematic literature review. International Journal of Innovative Technology and Exploring Engineering, 8, 8, 1456-1462.
Jacob, P. M.; Kabeer, R.; Nair, N.; Saji, S. V.; Meenakshi; Varghese, R. R. 2019. An intelligent solid waste management system using internet of Things (IoT). International Journal of Recent Technology and Engineering, 8, 2S4, 120-125. DOI: 10.35940/ijrte.B1021.0782S419
Kang, K. D.; Kang, H.; Ilankoon, I. M. S. K.; Chong, C. Y. 2020. Electronic waste collection systems using Internet of Things (IoT): household electronic waste management in Malaysia. Journal of Cleaner Production, 119801. DOI: 10.1016/j.jclepro.2019.119801
Katz, J. S.; Martin, B. R. 1997. What is research collaboration? Research Policy, 26, 1, 1-18. DOI: 10.1016/S0048-7333(96)00917-1
Lacerda, F.; Lima-Marques, M. 2015. Da necessidade de princípios de arquitetura da informação para a Internet das Coisas. Perspectivas em Ciência da Informação, 20, 2, 158-171. DOI: 10.1590/1981-5344/2356
Liu, W.; Wang, J.; Li, C.; Chen, B.; Sun, Y. 2019. Using Bibliometric Analysis to Understand the Recent Progress in Agroecosystem Services Research. Ecological Economics, 156, 293-305. DOI: 10.1016/j.ecolecon.2018.09.001
Logan, M.; Safi, M.; Lens, P.; Visvanathan, C. 2019. Investigating the performance of internet of things based anaerobic digestion of food waste. Process Safety and Environmental Protection, 127, 277-287. DOI: 10.1016/j.psep.2019.05.025
Lu, J.-W.; Chang, N.-B.; Liao, L. 2013. Environmental informatics for solid and hazardous waste management: advances, challenges, and perspectives. Critical Reviews in Environmental Science and Technology, 43, 15, 1557-1656. DOI: 10.1080/10643389.2012.671097
Machado Junior, C.; Souza, M. T. S.; Parisotto, I. R. S.; Palmisano, A. 2016. As leis da bibliometria em diferentes bases de dados científicos. Revista de Ciências e Administração, 18, 44, 111-123. DOI: 10.5007/2175-8077.2016v18n44p111
Misra, D.; Das, G.; Chakrabortty, T.; Das, D. 2018. An IoT-based waste management system monitored by cloud. Journal of Material Cycles and Waste Management, 20, 3, 1574-1582. DOI: 10.1007/s10163-018-0720-y
Moher, D.; Liberati, A.; Tetzlaff, J.; Altman, D. G. 2010. Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. International Journal of Surgery, 8, 5, 336-341. DOI: 10.1016/j.ijsu.2010.02.007
Monishan, M. V.; Pankajavalli, P. B.; Karthick, G. S. 2019. Implementation of novel optimal scheduling and routing algorithm on IoT-based garbage disposal system. International Journal of Innovative Technology and Exploring Engineering, 8, 7, 768-772.
Najmi, A.; Rashidi, T. H.; Abbasi, A.; Travis Waller, S. 2017. Reviewing the transport domain: an evolutionary bibliometrics and network analysis. Scientometrics, 110, 2, 843-865. DOI: 10.1007/s11192-016-2171-3
Newman, M. E. J. 2004. Coauthorship networks and patterns of scientific collaboration. Proceedings of the National Academy of Sciences, 101 (Suppl. 1), 5200-5205. DOI: 10.1073/pnas.0307545100
Nizetic, S.; Solic, P.; López-de-Ipiña, D.; Patrono, L. 2020. Internet of Things (IoT): Opportunities, issues and challenges towards a smart and sustainable future. Journal of Cleaner Production, 274, 20, 122877. DOI: 10.1016/j.jclepro.2020.122877
Pantaleão, P. F.; Veiga, H. M. S. 2019. Bem-estar no trabalho: revisão sistemática da literatura nacional na última década. HOLOS, 35, 5, 1-24. DOI: 10.15628/holos.2019.7570
Pardini, K.; Rodrigues, J. J. P. C.; Kozlov, S.; Kumar, N.; Furtado, V. 2019. IoT-based solid waste management solutions: a survey. Journal of Sensor and Actuator Networks, 8, 5. DOI: 10.3390/jsan8010005
Pluye, P.; Hong, Q. N. 2014. Combining the Power of Stories and the Power of Numbers: Mixed Methods Research and Mixed Studies Reviews. Annual Review of Public Health, 35, 1, 29-45. DOI: 10.1146/annurev-publhealth-032013-182440
Rodelas, N. C.; Perez, V. O.; Salvador Jr., J. E.; Lazaro, J. P.; Rubio, A. J. M.; Cabreros, A. D.; Cruz, E. B. M. D. 2020. Solid waste management and collection system in metro manila with dijkstra algorithm and internet of things. International Journal of Scientific & Technology Research, 9, 4, 2063-2067.
Saraiva, P. P.; Camara, I. P.; Ribeiro, L. A.; Silva, T. L. 2019. O uso de tecnologias como estratégias na construção de cidades mais inteligentes e sustentáveis. Gestão & Regionalidade, 35, 105, 184-199. DOI: 10.13037/gr.vol35n105.5292
Shah, P. J.; Anagnostopoulos, T.; Zaslavsky, A.; Behdad, S. 2018. A stochastic optimization framework for planning of waste collection and value recovery operations in smart and sustainable cities. Waste Management, 78, 104-114. DOI: 10.1016/j.wasman.2018.05.019
Sharma, M.; Joshi, S.; Kannan, D.; Govindan, K.; Singh, R.; Purohit, H. C. 2020. Internet of Things (IoT) adoption barriers of smart cities’ waste management: An Indian context. Journal of Cleaner Production, 270, 10, 122047. DOI: 10.1016/j.jclepro.2020.122047
Simão, A. D. S.; Alcoforado, L. F.; Longo, O. C.; Santos, D. A., Santos, F., Silva, A. D.; Junior Meirelles, J. C. 2019. Impactos da indústria 4.0 na construção civil brasileira. Brazilian Journal of Development, 5, 19670-19685. DOI: 10.34117/bjdv5n10-210
Srikanth, C. S.; Rayudu, T. B.; Radhika, J.; Anitha, R. 2019. Smart waste management using internet-of-things (IoT). International Journal of Innovative Technology and Exploring Engineering, 8, 9, 2518-2522. DOI: 10.35940/ijitee.G5334.078919
Vaisali, G.; Bhargavi, K. S.; Kumar, S. 2017. Smart solid waste management system by IoT. International Journal of Mechanical Engineering and Technology, 8, 12, 841-846.
Van Eck, N. J.; Waltman, L. 2010. Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84, 2, 523-538. DOI: 10.1007/s11192-009-0146-3.
Van Eck, N. J.; Waltman, L. 2017. Citation-based clustering of publications using CitNetExplorer and VOSviewer. Scientometrics, 111, 1053-1070. DOI: 10.1007/s11192-017-2300-7.
Velvizhi, G.; Shanthakumar, S.; Das, B.; Pugazhendhi, A.; Priya, T. S.; Ashok, B.; Nanthagopal, K.; Vignesh, R.; Karthick, C. 2020. Biodegradable and non-biodegradable fraction of municipal solid waste for multifaceted applications through a closed loop integrated refinery platform: Paving a path towards circular economy. Science of the Total Environment, 731, 138049. DOI: 10.1016/j.scitotenv.2020.138049
Wen, Z.; Hu, S.; Clercq, D.; Beck, M. B.; Zhang, H.; Zhang, H.; Fei, F.; Liu, J. 2018. Design, implementation, and evaluation of an Internet of Things (IoT) network system for restaurant food waste management. Waste Management, 73, 26-38. DOI: 10.1016/j.wasman.2017.11.054
Xue, Y.; Wen, Z.; Bressers, H.; Ai, N. 2019. Can intelligent collection integrate informal sector for urban resource recycling in China? Journal of Cleaner Production, 208, 307-315. DOI: 10.1016/j.jclepro.2018.10.155
Zago, V. C. P.; Barros, R. T. V. 2019. Gestão dos resíduos sólidos orgânicos urbanos no Brasil: do ordenamento jurídico à realidade. Engenharia Sanitária e Ambiental, 24, 2, 219-228. DOI: 10.1590/S1413-41522019181376
Zhou, G.; Gu, Y.; Wu, Y.; Gong, Y.; Mu, X.; Han, H.; Chang, T. 2020. A systematic review of the deposit-refund system for beverage packaging: operating mode, key parameter and development trend. Journal of Cleaner Production, 251, 119660. DOI: 10.1016/j.jclepro.2019.119660
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2021 Wilson Ramos Aragão Júnior, Antônio Italcy de Oliveira Júnior
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Material protegido por direitos autorais e plágio. No caso de material com direitos autorais ser reproduzido no manuscrito, a atribuição integral deve ser informada no texto; um documento comprobatório de autorização deve ser enviado para a Comissão Editorial como documento suplementar. É da responsabilidade dos autores, não do JEAP ou dos editores ou revisores, informar, no artigo, a autoria de textos, dados, figuras, imagens e/ou mapas publicados anteriormente em outro lugar. Se existir alguma suspeita sobre a originalidade do material, a Comissão Editorial pode verificar o manuscrito por plágio. Nos casos em que trechos já publicados em outro documento for confirmado, o manuscrito será devolvido sem revisão adicional e sem a possibilidade de nova submissão. Autoplágio (ou seja, o uso de frases idênticas de documentos publicados anteriormente pelo mesmo autor) também não é aceitável.
Direitos autorais: Autor
Material protected by copyright and plagiarism rights. In the case of copyrighted material being reproduced in a manuscript, full attribution should be informed in the text; an authorization document is proving to be sent to the Editorial Board as a supplementary document. It is the responsibility of the authors, not JEAP or editors or reviewers, to inform, in the article, the authors of texts, data, graphics, images and maps previously published elsewhere. If there is any suspicion about the originality of the material, the Editorial Board can check the manuscript for plagiarism. Where plagiarism is confirmed, the document will be returned without further review and the possibility of a new submission. Self-plagiarism (i.e., the use of the same phrases previously published documents by any of the authors) is not acceptable.
Copyright: Author