ROBOTS IN WASTE MANAGEMENT
- Beatriz Amante Garca - Departament of Project and Construction, Universitat Politecnica de Catalunya, Spain
- Ana Puig - IRI, Institut Robòtica i Informàtica, Universitat Politècnica de Catalunya, Spain
- Joan LLuis Zamora - Department of Architectural Technology, Universitat Politècnica de Catalunya, Spain
- Joan Moreno - Department of Urbanism, Territory and Landscape, Universitat Politècnica de Catalunya, Spain
- Alberto Sanfeliu - IRI, Institut Robòtica i Informàtica, Universitat Politècnica de Catalunya, Spain
- Available online in Detritus - In Press
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Copyright: © 2023 CISA Publisher
Abstract
There are different strategies for urban waste management. At present, solutions are being sought for example to the noise that the collections cause to the inhabitants in the cities, as well as the environmental impact. The introduction of technology and particularly robots in the last time, open an opportunity to develop different applications for the robots last mile. This work presents a comparative analysis based on existing literature of the environmental and economic impacts of different waste collection and management systems. It explores how a robotic system could be introduced into public spaces. For this purpose, a new deployment protocol for public spaces has been developed, addressing these interactions. Surveys and personalized interviews with pedestrians in the presence of the robot in an urban center were conducted. Based on the collected data, a protocol has been designed, along with a proposed design applicable to urban centers, small towns, or isolated residential areas. Many challenges remain, including a comprehensive environmental analysis of the robotic waste collection system, and calculating the actual costs of implementation, operation, and maintenance over time.Keywords
Editorial History
- Received: 15 Sep 2023
- Revised: 11 Jul 2024
- Accepted: 20 Aug 2024
- Available online: 06 Oct 2024
References
Ada, E., Ilter, H. K., & Kazancoglu, Y. (2023). Smart technologies for collection and classification of electronic waste. International Journal of Quality & Reliability Management. Vol 8, 10 January 2023,
DOI 10.1108/IJQRM-08-2022-0259
Ahmad, S., Imran, & Kim, D. (2020). Optimal Route Recommendation for Waste Carrier Vehicles for Efficient Waste Collection: A Step Forward Towards Sustainable Cities. IEEE Access. Volume: 8, page: 77875 – 77887.
DOI 10.1109/ACCESS.2020.2988173
Aljohani K. and Thompson, R. G. (2019). A Stakeholder-Based Evaluation of the Most Suitable and Sustainable Delivery Fleetfor Freight Consolidation Policies in the InnerCity Area. Sustainability, vol. 11, n.o 1, Art. n.o 1, ene. 2019,
DOI 10.3390/su11010124
Aranda-Usón, A.; Ferreira, G.; Zambrana-Vázquez, D.; Zabalza-Bribián, I.; Llera-Sastresa, E. (2013). Environmental-benefit analysis of two urban waste collection systems. Science of The Total Environment. 463–464,72–77.
DOI 10.1016/j.scitotenv.2013.05.053
Aryan Y., Kumar A,. Subham, Ranjan S. (2023). Environmental and economic assessment of waste collection and transportation using LCA: A case study. Environmental Research 231 (2023) 116108.
DOI 10.1016/j.envres.2023.116108
Azza E I., Rasha S., Mona M., Heba A., Young I., Mohamed S., (2023). International Journal of Advanced Computer Science and Applications. Vol. 14, No. 6,
DOI 10.14569/IJACSA.2023.0140697
Badve M., Chaudhari A., Davda P., Bagaria V., Kalbande D. (2024). Garbage Collection System using IoT for Smart City. Proceedings of the Fourth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC). pp. 138-143,
DOI 10.1109/I-SMAC49090.2020.9243387
Baltrocchi, A.P.D.; Maggi, L.; Carnevale Miino, M.; Torretta, V.; Rada, E.C. Comparison of Mixed and Door-to-Door Systems for Urban Waste Collection in Terms of Effectiveness and Greenhouse Gas Emissions: A Case Study from Two Mountainous Italian Valleys. Resources 2024, 13, 17.
DOI 10.3390/resources13010017
Bassi S., Christensen T., Damgaard A., (2017). Environmental performance of household waste management in Europe - An example of 7 countries. Waste Management. Volume 69, November 2017, Pages 545-557.
DOI 10.1016/j.wasman.2017.07.042
Bharanikumar R., Maheswari K T., Bharath M., Sangeethkumar C., (2022). Design and Simulation of Object Detection Based Autonomous Trash Collector Bot. Smart Technologies, Communication & Robotics. Pp. 1-5,
DOI 10.1109/STCR55312.2022.10009636
Borrmann, D., Nuchter, A., & Velagic, J. (2014). A mobile robot based system for fully automated thermal 3D mapping. Advanced Engineering Informatics. Volume 28, Issue 4, October 2014, Pages 425-440
DOI 10.1016/j.aei.2014.06.002
Boysen, N. Fedtke, S. and Schwerdfeger, S. (2021). Last-mile delivery concepts: a survey from an operational research perspective, OR Spectrum, vol. 43, n.o 1, pp. 1-58, mar.
DOI 10.1007/s00291-020-00607-8
Brunner, P. H., Morf L.S. (2024). Waste to energy, indispensable cornerstone for circular economy: A mini-review. Waste Management & Research, pp 1–13.
DOI 10.1177/0734242X241227376
Burde, H; Rajput, S; Kajaria, H; Choudhari, V; Verma, A; Prashar, M; Vijayalakshmi, S. (2023). Development of an autonomous disinfection robot capable of last mile delivery. Research article. Volume 2690, Issue 1, 24 March 2023
DOI 10.1063/5.0122264
Canals Casals, Ll., Martinez-Laserna, E., Amante García, B., Nieto, N. (2016). Sustainability analysis of the electric vehicle use in Europe for CO2 emissions reduction. Journal of Cleaner Production 127 , 425e437.
DOI 10.1016/j.jclepro.2016.03.120
Canals Casals, Ll., Amante García, B., Aguesse, F., Iturrondobeitia, A. (2017). Second life of electric vehicle batteries: relation between materials degradation and environmental impact. Assessing and managing life cycles of electric vehicles. Volume 22, pages 82–93,
DOI 10.1007/s11367-015-0918-3
Chang, B. R., Tsai, H. F., & Yin, T. K. (2019). Smart Trash Can Robot System with Integration of Internet of Things and Mobile Applications. Sensors and Materials. Vol 31, pp. 3495-3516,
DOI 10.18494/SAM.2019.2563
Chen, L. B., Huang, X. R., Chen, W. H., Pai, W. Y., Huang, G. Z., & Wang, W.C., (2023). Design and implementation of an artificial intelligence of things-based autonomous mobile robot system for cleaning garbage. IEEE Sensors Journal. Volume: 23 Issue: 8,
DOI 10.1109/JSEN.2023.3254902
Clark, B. (2020). The impacts of autonomous vehicles on local government budgeting and finance: case of solid waste collection. National Tax Journal.
DOI 10.17310/ntj.2020.1.08
Dalmasso M., Domínguez-Vidal JE., Torres-Rodríguez I., Jiménez P., Garrell A., Sanfeliu A., (2023). Shared Task Representation for Human–Robot Collaborative Navigation: The Collaborative Search Case. International Journal of Social Robotics. Volume 16, pages 145–171,
DOI 10.1007/s12369-023-01067-0
D’Amico, G., Arbolino, R., & Ioppolo, G. (2022). Digitalisation driven urban metabolism circularity: A review and analysis of circular city initiatives. Land Use Policy. Volume 112, January 2022, 105819
DOI 10.1016/j.landusepol.2021.105819
Delice E. Adar T., Emeç S. Akkaya G. (2019). A Comprehensive Analysis of Location Selection Problem for Underground Waste Containers Using Integrated MC-HFLTS&MAIRCA and MABAC Methods. European Journal of Science and Technology Special Issue, pp. 15-33, October.
DOI 10.31590/ejosat.594713
Deloitte Spain (2023). Logística de Última Milla, Deloitte España. https://www2.de- loitte.com/es/es/pages/operations/articles/logistica-de-ultima-milla.html
Demir, E. Syntetos, A. and Van Woensel, T. (2022). Last mile logistics: Research trends and needs. IMA Journal of Management Mathematics, vol. 33, n.o 4, pp. 549-561,
DOI 10.1093/imaman/dpac006
Di Maria, F., Sisani, F., El-Hoz, M., Mersky. RL, (2020). How collection efficiency and legal constraints on digestate management can affect the effectiveness of anaerobic digestion of bio-waste: An analysis of the Italian context in a life cycle perspective. Science of The Total Environment. Volume 726, 15 July 2020, 138555.
DOI 10.1016/j.scitotenv.2020.138555
Dotsenki A.I.; Kustarev G.V., Andryukhov N.M., (2022). 2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED)
DOI 979-8-3503-9770-3/22/$31.00 2022 IEEE pp. 1-4
Espinosa-Aquino, B., Durany, X. G., & Vargas, R. Q. (2023). The Role of Informal Waste Management in Urban Metabolism: A Review of Eight Latin American Countries. Sustainability. 15(3), 1826
DOI 10.3390/su15031826
Faniran, V, Badru, A, Ajayi, N (2017) Adoptin Scrum as an Agile Approach in Distributed Sftware Development: A Review of Literature. 1st International Conference on Next Generation Computing Applications. pp. 36-40
DOI 10.1109/NEXTCOMP.2017.8016173
Fang, B. B., Yu, J. C., & Yap, P. S. (2023). Artificial intelligence for waste management in smart cities: a review. Environmental Chemistry Letters. Vol 21, pp 1959–1989,
DOI 10.1007/s10311-023-01604-3
Fischer Cl., Steiner M., Neuhold M., Papa M., Markis A., Schlund S., (2022). An Investigation of the Measurement
of Transient Contacts in Human-Robot Interaction. Advances in Service and Industrial Robotics. RAAD 2022. Mechanisms and Machine Science, vol 120.
DOI 10.1007/978-3-031-04870-8_64
Gilardino, A.; Rojas, J.; Mattos, H.; Larrea-Gallegos, G.; Vázquez-Rowe, I. (2017). Combining operational research and Life Cycle Assessment to optimize municipal solid waste collection in a district in Lima (Peru). Journal of Cleaner Production, Vol156, pp 589–603.
DOI 10.1016/j.jclepro.2017.04.005
Guimaraes, B., Simoes, P., & Marques, R. C. (2010). Does performance evaluation help public managers? A Balanced Scorecard approach in urban waste services. Journal of Environmental Management. Vol 91, pp 2632-2638.
DOI 10.1016/j.jenvman.2010.07.039
Gupta A., Joop van der Schoor M., Bräutigam J., Bladinieres V., Fritz T., Göhlich D. 2022. IEEE Robotics and Automation Letters, VOL. 7, NO. 4, October.
DOI 10.1109/LRA.2022.3188900
Han, Z. Y., Ye, C. W., & Shi, G. Z. (2019). Characteristics and management modes of domestic waste in rural areas of developing countries: a case study of China. Environmental Science and Pollution Research. Vol 26, pp 8485–8501.
DOI 10.1007/s11356-019-04289-w
Han, Z. Y., Zeng, D., & Mou, Z. S. (N.D). Public willingness to pay and participate in domestic waste management in rural areas of China. Resources Conservation and Recycling. Volume 140, pp 166-174
DOI 10.1016/j.resconrec.2018.09.018
Huang, R., Li, H., Suomi, R., Li, C., & Peltoniemi, T. (2023). Intelligent Physical Robots in Health Care: Systematic Literature Review. Journal of Medical Internet Research, 25(6), e3452.
DOI 10.2196/39786
Hwang, J., Kim, J. J., Choe, J. Y. J., & Kim, H. M. (2023). The importance of information quality according to the type of employee in the airline industry: Robot versus human. International Journal of Hospitality Management, 42, 123-135.
DOI 10.1016/j.ijhm.2023.103537
Hwang, J., Lee K., Kwon D.,( 2007) A Formal Method of Measuring Interactivity in HRI. 16th IEEE International Conference on Robot & Human Interactive Communication .August 26 - 29, 2007 / Jeju, Korea.
DOI 10.1109/ROMAN.2007.4415183
Hyeong Suk Na, Sang JinKweon, y Kijung Park, (2021). Characterization and design for last mile logistics: are view of the state of the art and future directions, AppliedSciences,vol.12,n.o 1, p. 118 (21 pp.),
DOI 10.3390/app12010118
Iriarte, A.; Gabarrell, X.; Rieradevall, J. (2009). LCA of selective waste collection systems in dense urban areas. Waste Management. Vol 29, Issue 2, pp 903-914.
DOI 10.1016/j.wasman.2008.06.002
Koroma M., Costa D., Philippot M., Cardellini G., Hosen Md. Coosemans., Messagie M. (2022). Life cycle assessment of battery electric vehicles: Implications of future electricity mix and different battery end-of-life management. Science of the Total Environment. Vol:831, pp:154859.
DOI 10.1016/j.scitotenv.2022.154859
Laso,J., García-Herrero, I., Margallo, M., Bala, A., Fullana-i-Palmer. P., Irabien, A., Aldaco, R. (2019). LCA-Based Comparison of Two Organic Fraction Municipal Solid Waste Collection Systems in Historical Centres in Spain. Energies. Vol:12, pp1407;
DOI 10.3390/en12071407
Liang-Bi Chen, Xiang-Rui Huang, Wei-Han Chen, Wen-Yu Pai, Guan-Zhi Huang, and Wei-Chien Wang (2023).Design and Implementation of an Artificial Intelligence of Things-Based Autonomous Mobile Robot System for Cleaning Garbage. IEEE SENSORS JOURNAL, VOL. 23, NO. 8, 15 APRIL 2023. https://ieeexplore-ieee-org.recursos.biblioteca.upc.edu/stamp/stamp.jsp?tp=&arnumber=10070582
Maletz, R., Wohmann, S., Pukhnyuk, A., (2018). Comparison of waste management systems in western and transition economies within the watra project. Detritus. Vol 02 , pp 96-104.
DOI 10.31025/2611-4135/2018.13659
Moanaro, A., Nzanthung, N. (2024). Overview of municipal solid waste management in sub tropical climatic region of North Eastern India. Environmental Science and Pollution Research. Vol 31, pp 23307–23321.
DOI 10.1007/s11356-024-32689-0
Molinillo, S., Rejón-Guardia, F., & Anaya-Sánchez, R. (2023). Exploring the antecedents of customers’ willingness to use service robots in restaurants. Service Business, 42(2), 123-135.
DOI 10.1007/s11628-022-00509-5
Mora, C.; Manzini, R.; Gamberi, M.; Cascini, A. (2014). Environmental and economic assessment for the optimal configuration of a sustainable solid waste collection system: A “kerbside” case study. Prod. Plan. Control 2014, 25, 737–761.
DOI 10.1080/09537287.2012.750386
Morakabatchian M., Almodaressi SA., Barzegar M R., Mokhtari M., (2021). Optimization of Waste Collection System Using Underground Containers with Source Separation Plan (Case Study: District 3 of Yazd Municipality, Iran). J Environ Health Sustain Dev. 2(4):422-31. https://www.academia.edu/79072332/Optimization_of_Waste_Collection_System_Using_Underground_Containers_with_Source_Separation_Plan_Case_Study_District_3_of_Yazd_Municipality_Iran_
Muntasir Shovon, S., Ahamed Akash, F., Rahman, W., Rahman, A., Chakraborty, P., Zakir Hossain, H.M., Uddin Monir, M. (2024). Strategies of managing solid waste and energy recovery for a developing country – A review. Heliyon. Vol10, pp24736.
DOI 10.1016/j.heliyon.2024.e24736
Ortenzi, V., Stolkin, R., & Mistry, M. (2017). Hybrid motion/force control: a review. Advanced Robotics. Vol31, pp 1102-1113.
DOI 10.1080/01691864.2017.1364168
Park, SJ; Ahn, S; Shin , JP; Kim, H; Yang, J; Kim,YH; Lim, K; and Seo, TW. (2023). WAVE: Last mile delivery robotic platform with stair-climbing ability via four-bar linkage-based locomotion. IEEE/ASME Transactions on Mechatronics. Vol. 29, pp. 313-323.
DOI 10.1109/TMECH.2023.3275919
Pérez, J.; Lumbreras, J.; de la Paz, D.; Rodríguez, E. ( 2017). Methodology to evaluate the environmental impact to urban solid waste containerization system: A case study. Journal of Cleaner Production. Vol 150, pp 197-213.
DOI 10.1016/j.jclepro.2017.03.003
Pires, A.; Sargedas, J.; Miguel, M.; Pina, J.; Martinho, G. (2017). A case study of packaging waste collection systems in Portugal–Part II: Environmental and economic analysis. Waste Management. Vol 61, pp 108-116.
DOI 10.1016/j.wasman.2016.11.032
Puig-Pey , A., Zamora , J.Ll., Amante, B., Moreno, J., Garrell, A., Grau, A., Bolea, Y., Sanfeliu, A., Human acceptance in the Humen-Robot Interaction scenario for last-mile godos delivery. IEEE Conference on Advanced Robotics and its Social Impact (ARSO). Pp. 33-39.
DOI 10.1109/ARSO56563.2023.10187432
Punkkinen, H.; Merta, E.; Teerioja, N.; Moliis, K.; Kuvaja, E. (2012). Environmental sustainability comparison of a hypothetical pneumatic waste collection system. Waste Management. 32, 1775–1781.
DOI 10.1016/j.wasman.2012.05.003
Qing Song Zhang. Environment Pollution Analysis on Smart Cities Using Wireless Sensor Networks. River Publishers Journals . 2022-12-28. 2023: Vol 42 Iss 1.
DOI 10.13052/spee1048-5236.42112
Raihan N., Rahman M., Alam F., Syed E.,(2020) . A Novel Approach for Waste Collection: Automated Waste Collecting Robot with Advanced Image Recognition Technology and Onboard Robotic Arm. 2020 IEEE Region 10 Symposium (TENSYMP) 5-7 June 2020, Dhaka, Bangladesh.
DOI 10.1109/TENSYMP50017.2020.9230888
Ranieri, L. Digiesi, S. Silvestri, B. and Roccotelli. M. (2018). A Review of Last Mile Logistics Innovations in an Externalities Cost Reduction Vision, Sustainability, vol. 10,
DOI 10.3390/su10030782
Rossit,D. G., Nesmachnow, S., (2022).Waste bins location problem: A review of recent advances in the storage stage of the Municipal Solid Waste reverse logistic chain. Journal of Cleaner Production 342 (2022) 130793.
DOI 10.1016/j.jclepro.2022.130793
Saragih, Y., Hidayat, R., & Hadikusuma, R. S. , (2023). Community perspective on the waste management system in Lambangsari Bekasi Village based on smart garbage robots. Jurnal Ilmiah. Vol 382, pp135296,
DOI 10.1016/j.jclepro.2022.135296
Sarc, R., Curtis, A., & Pomberger, R. (2019), Digitalisation and intelligent robotics in value chain of circular economy oriented waste management – A review. Waste Management Vol 95, pp 476-492.
DOI 10.1016/j.wasman.2019.06.035
Satav, A. G., Kubade, S., & Pawar, A. (2023). A state-of-the-art review on robotics in waste sorting: scope and challenges. International Journal of Interactive Design and Manufacturing - IJIDEM. Vol 17, pp 2789–2806.
DOI 10.1007/s12008-023-01320-w
Shaklab, E; Karapetyan, A; Sharma, A ; Mebrahtu, M; Basri, M ; Nagy, M ; Khonji, M; and Dias, J. (2023) . Towards Autonomous and Safe Last-mile Deliveries with AI-augmented Self-driving Delivery Robots. Computer Science. Vol 1.
DOI 10.48550/arXiv.2305.17705
Soori, M., Arezoo, B., & Dastres, R. (2023). Artificial intelligence, machine learning and deep learning in advanced robotics: A review. Cognitive Robotics, 1(1), 45-60.
DOI 10.1016/j.cogr.2023.04.001
Sunil M. and Shanavas M. (2023). A Perspective of Autonomous Office Trash Collector Robot: The Research and
Development in Field Robotics. Advances in Business Informatics empowered by AI & Intelligent Systems. Book
DOI 10.46679/978819573220309
Sushma S C., Medhasvi K., Princy R., (2021). Garbage Detection and Path-Planning in Autonomous Robots. 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO) Amity University, Noida, India. Sep 3-4.
DOI 10.1109/ICRITO51393.2021.9596382
Teerioja, N.; Moliis, K.; Kuvaja, E.; Ollikainen, M.; Punkkinen, H.; Merta, E. (2012). Pneumatic vs. door-to-door waste collection systems in existing urban areas: A comparison of economic performance. Waste Management. 32, 1782–1791.
DOI 10.1016/j.wasman.2012.05.027
Tomitagawa, K. , Anuntachai A., Chotiphan S., Wongwirat O., Kuchii S. (2024). Adapted ACO Algorithm for Energy-Efficient Path Finding of Waste Collection Robot. 2022 The 22nd International Conference on Control, Automation and Systems (ICCAS 2022) BEXCO, Busan, Korea, Nov. 27~Dec. 01, 2022.
DOI 10.23919/ICCAS55662.2022.10003892
Tonni Agustiono Kurniawan, Christia Meidiana, Mohd Hafiz Dzarfan Othman, Hui Hwang Goh, Kit Wayne Chew. (2023) Strengthening waste recycling industry in Malang (Indonesia): Lessons from waste management in the era of Industry 4.0. Journal of Cleaner Production. Vol 382.
DOI 10.1016/j.jclepro.2022.135296
Tuli T B., Manns M., Zeller S., (2022). Human motion quality and accuracy measuringmethod for human–robot physical interactions. Intelligent Service Robotics Vol15:503–512.
DOI 10.1007/s11370-022-00432-8
Yamaji, Y., T., & Okada, M. (2011). Stb: Child-dependent Sociable Trash Box. International Journal of Social Robotics. Vol 3, pp 359–370.
DOI 10.1007/s12369-011-0114-y
Yang, N.; Li, F.; Liu, Y.; Dai, T.;Wang, Q.; Zhang, J.; Dai, Z.; Yu, B. (2022) Environmental and Economic Life-Cycle Assessments of Household FoodWaste Management Systems: A Comparative Review of Methodology and Research Progress. Sustainability 2022, 14, 7533.
DOI 10.3390/su14137533
Yildiz-Geyhan, E.; Altun-Ciftçioglu, G.A.; Neset Kadirgan, M.A. (2017). Social life cycle assessment of different packaging waste collection system. Resources, Conservation and Recycling. 124, 1–12.
DOI 10.1016/j.resconrec.2017.04.003
Zerkane SE., Vareille J., Autret Y. Parc P., (2015). LCA in robotics, new challenges for the future. 2014 [avniR] Conference, Life Cycle in Practice, Nov 2014, Lille, France.2014. htto://hal.univ-brest.fr/hal-01109735