Advanced search
Publication Cover
International Journal of Production Research Volume 57, 2019 - Issue 2
Submit an article Journal homepage
1,380
Views
63
CrossRef citations to date
0
Altmetric
Articles

Applying data mining technique to disassembly sequence planning: a method to assess effective disassembly time of industrial products

Marco MarconiDepartment of Industrial Engineering and Mathematical Sciences, Università Politecnica delle Marche, Ancona, ItalyCorrespondence[email protected]
ORCID Iconhttp://orcid.org/0000-0002-5677-1459
ORCID Icon,
Michele GermaniDepartment of Industrial Engineering and Mathematical Sciences, Università Politecnica delle Marche, Ancona, ItalyORCID Iconhttp://orcid.org/0000-0003-1988-8620
ORCID Icon,
Marco MandoliniDepartment of Industrial Engineering and Mathematical Sciences, Università Politecnica delle Marche, Ancona, ItalyORCID Iconhttp://orcid.org/0000-0003-0962-5982
ORCID Icon &
Claudio FaviDepartment of Engineering and Architecture, Università degli Studi di Parma, Parma, ItalyORCID Iconhttp://orcid.org/0000-0002-7176-0731
ORCID Icon
Pages 599-623 | Received 22 Jul 2017, Accepted 23 Apr 2018, Published online: 11 May 2018

Citations (63)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (6)

Leonardo Frizziero, Giampiero Donnici, Gian Maria Santi, Christian Leon-Cardenas, Patrich Ferretti, Gaia Pascucci & Alfredo Liverani. (2022) Disassembly sequence planning validated thru augmented reality for a speed reducer. Cogent Engineering 9:1.
Read now
Saleh Bagalagel & Waguih ElMaraghy. (2021) Hybrid decision-making and optimisation framework for manufacturing-remanufacturing closed loop systems. International Journal of Sustainable Engineering 14:6, pages 1396-1410.
Read now
S. K. Ong, M. M. L. Chang & A. Y. C. Nee. (2021) Product disassembly sequence planning: state-of-the-art, challenges, opportunities and future directions. International Journal of Production Research 59:11, pages 3493-3508.
Read now
Özden Tozanlı, Elif Kongar & Surendra M. Gupta. (2020) Trade-in-to-upgrade as a marketing strategy in disassembly-to-order systems at the edge of blockchain technology. International Journal of Production Research 58:23, pages 7183-7200.
Read now
M. M. L. Chang, A. Y. C. Nee & S. K. Ong. (2020) Interactive AR-assisted product disassembly sequence planning (ARDIS). International Journal of Production Research 58:16, pages 4916-4931.
Read now
Paolo Rosa, Claudio Sassanelli, Andrea Urbinati, Davide Chiaroni & Sergio Terzi. (2020) Assessing relations between Circular Economy and Industry 4.0: a systematic literature review. International Journal of Production Research 58:6, pages 1662-1687.
Read now

Articles from other publishers (57)

Núria Boix Rodríguez & Claudio Favi. (2024) Disassembly and Repairability of Mechatronic Products: Insight for Engineering Design. Journal of Mechanical Design 146:2.
Crossref
Núñez-Cacho Pedro, Georgios Mylonas, Athanasios Kalogeras & Valentín Molina-Moreno. (2024) Exploring the transformative power of AI in art through a circular economy lens. A systematic literature review. Heliyon, pages e25388.
Crossref
Header M. Alrufaifi, Joao Paulo Jacomini Prioli & Jeremy L. Rickli. 2024. Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems. Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems 736 744 .
Ziyuan Chi, Zhen Liu, Fenghong Wang & Mohamed Osmani. (2023) Driving Circular Economy through Digital Technologies: Current Research Status and Future Directions. Sustainability 15:24, pages 16608.
Crossref
Hemakshi ChokshiRohit AgrawalAshutosh SamadhiyaAnil Kumar. (2023) Circular Economy Initiatives in Supply Chain: A Systematic Literature Review and Future Research Directions. International Journal of Mathematical, Engineering and Management Sciences 8:6, pages 1056-1082.
Crossref
Amal Allagui, Imen Belhadj, Régis Plateaux, Moncef Hammadi, Olivia Penas & Nizar Aifaoui. (2023) Reinforcement learning for disassembly sequence planning optimization. Computers in Industry 151, pages 103992.
Crossref
Shahjadi Hisan Farjana, Tatenda Miriam Mungombe, Hasith Madhumahda Kahanda Gamage, Anmol Sarfraj Rajwani, Olubukola Tokede & Mahmud Ashraf. (2023) Circulating the E-Waste Recovery from the Construction and Demolition Industries: A Review. Sustainability 15:16, pages 12435.
Crossref
Giovanni Formentini & Devarajan Ramanujan. (2023) Design for circular disassembly: Evaluating the impacts of product end-of-life status on circularity through the parent-action-child model. Journal of Cleaner Production 405, pages 137009.
Crossref
Stefano Abbate, Piera Centobelli & Roberto Cerchione. (2023) From Fast to Slow: An Exploratory Analysis of Circular Business Models in the Italian Apparel Industry. International Journal of Production Economics 260, pages 108824.
Crossref
Yu Zheng, Liang Chen, Dianliang Wu, Peng Jiang & Jinsong Bao. (2023) Assembly sequence planning method for optimum assembly accuracy of complex products based on modified teaching–learning based optimization algorithm. The International Journal of Advanced Manufacturing Technology 126:3-4, pages 1681-1699.
Crossref
Jia Cui, Can Yang, Jinliang Zhang, Sisi Tian, Jiayi Liu & Wenjun Xu. (2023) Robotic disassembly sequence planning considering parts failure features. IET Collaborative Intelligent Manufacturing 5:1.
Crossref
Hülya Güçdemir & Mehmet Ali Ilgin. (2023) A part grouping-based approach for disassembly sequencing. Journal of Engineering Research 11:1, pages 100026.
Crossref
Morteza Daneshmand, Fatemeh Noroozi, Ciprian Corneanu, Fereshteh Mafakheri & Paolo Fiorini. (2022) Industry 4.0 and prospects of circular economy: a survey of robotic assembly and disassembly. The International Journal of Advanced Manufacturing Technology 124:9, pages 2973-3000.
Crossref
Núria Boix Rodríguez, Clément Gabriel, Raoudha Gaha & Claudio Favi. (2023) Analysis of disassembly parameters in repairability scores: limitations for engineering design and suggestions for improvement. Procedia CIRP 116, pages 738-743.
Crossref
Zepeng Chen, Lin Li, Fu Zhao, John W. Sutherland & Fengfu Yin. (2023) Disassembly sequence planning for target parts of end-of-life smartphones using Q-learning algorithm. Procedia CIRP 116, pages 684-689.
Crossref
Rashmi Anoop Patil, Sven Kevin van Langen & Seeram Ramakrishna. 2023. Circularity Assessment: Macro to Nano. Circularity Assessment: Macro to Nano 87 98 .
Wojciech M. Kempa & Iwona Paprocka. (2022) Transient Behavior of a Queueing Model with Hyper-Exponentially Distributed Processing Times and Finite Buffer Capacity. Sensors 22:24, pages 9909.
Crossref
Naiara Uriarte-Gallastegi, Beñat Landeta-Manzano, German Arana-Landín & Iker Laskurain-Iturbe. (2022) How Do Technologies Based on Cyber–Physical Systems Affect the Environmental Performance of Products? A Comparative Study of Manufacturers’ and Customers’ Perspectives. Sustainability 14:20, pages 13437.
Crossref
Mohammad Zaher Akkad, Juraj Šebo & Tamás Bányai. (2022) Investigation of the Industry 4.0 Technologies Adoption Effect on Circular Economy. Sustainability 14:19, pages 12815.
Crossref
Li Li. (2022) MRI Image Response Modeling of the Impact of Data Mining and Physical Training and Competition on Students' Physical and Mental Health. MRI Image Response Modeling of the Impact of Data Mining and Physical Training and Competition on Students' Physical and Mental Health.
Leena Aarikka-Stenroos, Davide Chiaroni, Jenni Kaipainen & Andrea Urbinati. (2022) Companies' circular business models enabled by supply chain collaborations: An empirical-based framework, synthesis, and research agenda. Industrial Marketing Management 105, pages 322-339.
Crossref
Yuanjun Laili, Xiang Li, Yongjing Wang, Lei Ren & Xiaokang Wang. (2022) Robotic Disassembly Sequence Planning With Backup Actions. IEEE Transactions on Automation Science and Engineering 19:3, pages 2095-2107.
Crossref
Iwona Paprocka & Bożena Skołud. (2022) A Predictive Approach for Disassembly Line Balancing Problems. Sensors 22:10, pages 3920.
Crossref
Gianmarco Bressanelli, Federico Adrodegari, Daniela C. A. Pigosso & Vinit Parida. (2022) Towards the Smart Circular Economy Paradigm: A Definition, Conceptualization, and Research Agenda. Sustainability 14:9, pages 4960.
Crossref
Federica Cappelletti, Marta Rossi & Michele Germani. (2022) How de-manufacturing supports circular economy linking design and EoL - a literature review. Journal of Manufacturing Systems 63, pages 118-133.
Crossref
Ming K. Lim, Ming Lai, Chao Wang & Sir Yee Lee. (2022) Circular economy to ensure production operational sustainability: A green-lean approach. Sustainable Production and Consumption 30, pages 130-144.
Crossref
Yaping Fu, MengChu Zhou, Xiwang Guo, Liang Qi & Khaled Sedraoui. (2022) Multiverse Optimization Algorithm for Stochastic Biobjective Disassembly Sequence Planning Subject to Operation Failures. IEEE Transactions on Systems, Man, and Cybernetics: Systems 52:2, pages 1041-1051.
Crossref
Aditi D. Joshi & Surendra M. Gupta. (2022) Managing Uncertainties in Design Alternatives of EOL Products With Fractional Disassembly Yields. International Journal of Quality Control and Standards in Science and Engineering 8:1, pages 25-47.
Crossref
Hwai-En Tseng, Chien-Cheng Chang & Ting-Wei Chung. (2022) Applying Improved Particle Swarm Optimization to Asynchronous Parallel Disassembly Planning. IEEE Access 10, pages 80555-80564.
Crossref
Fu-Siang Syu, Adarsh Vasudevan, Mélanie Despeisse, Arpita Chari, Ebru Turanoglu Bekar, Maria M. Gonçalves & Marco A. Estrela. (2022) Usability and Usefulness of Circularity Indicators for Manufacturing Performance Management. Procedia CIRP 105, pages 835-840.
Crossref
Federica Acerbi, Adalberto Polenghi, Walter Quadrini, Marco Macchi & Marco Taisch. 2022. Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action. Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action 407 414 .
Yuanjun Laili, Yongjing Wang, Yilin Fang & Duc Truong PhamYuanjun Laili, Yongjing Wang, Yilin Fang & Duc Truong Pham. 2022. Optimisation of Robotic Disassembly for Remanufacturing. Optimisation of Robotic Disassembly for Remanufacturing 111 130 .
Shujun Hou. (2021) Research on the Application of Data Mining Technology in the Analysis of College Students’ Sports Psychology. Mobile Information Systems 2021, pages 1-7.
Crossref
Iker Laskurain-Iturbe, Germán Arana-Landín, Beñat Landeta-Manzano & Naiara Uriarte-Gallastegi. (2021) Exploring the influence of industry 4.0 technologies on the circular economy. Journal of Cleaner Production 321, pages 128944.
Crossref
Simone Franzò, Andrea Urbinati, Davide Chiaroni & Vittorio Chiesa. (2021) Unravelling the design process of business models from linear to circular: An empirical investigation. Business Strategy and the Environment 30:6, pages 2758-2772.
Crossref
Roxana Lavinia Pacurariu, Sorin Daniel Vatca, Elena Simina Lakatos, Laura Bacali & Mircea Vlad. (2021) A Critical Review of EU Key Indicators for the Transition to the Circular Economy. International Journal of Environmental Research and Public Health 18:16, pages 8840.
Crossref
Laide Guo, Fangjie Peng, Dapeng Song, Chengbo Hu & Ling Dou. (2021) An Improved Gray Wolf Optimization Algorithm for Solving Disassembly Sequencing Problems. Journal of Physics: Conference Series 1944:1, pages 012034.
Crossref
Nancy M. P. Bocken, Ilka Weissbrod & Maria Antikainen. (2021) Business Model Experimentation for the Circular Economy: Definition and Approaches. Circular Economy and Sustainability 1:1, pages 49-81.
Crossref
Gianmarco Bressanelli, Daniela C.A. Pigosso, Nicola Saccani & Marco Perona. (2021) Enablers, levers and benefits of Circular Economy in the Electrical and Electronic Equipment supply chain: a literature review. Journal of Cleaner Production 298, pages 126819.
Crossref
田雨 王. (2021) Clustering Algorithm Based on Initial Clustering. Advances in Applied Mathematics 10:02, pages 461-470.
Crossref
Marco Sergio, Chiara Franciosi & Raffaele Iannone. (2021) A model for the economic assessment of disassembly-line integration in traditional manufacturing processes. Procedia Computer Science 180, pages 308-317.
Crossref
Yu-Yao Guo, Lei Wang, Ze-Lin Zhang, Xu-H Xia & Hui-Xian Zhu. (2021) Cooperative Co-evolution and Data Mining for Planning Disassemly Sequence and Estimating Time. Procedia CIRP 104, pages 1855-1860.
Crossref
Davide Chiaroni, Matteo Orlandi & Andrea Urbinati. 2021. Digitalization. Digitalization 39 58 .
Md. Abdul Moktadir, Anil Kumar, Syed Mithun Ali, Sanjoy Kumar Paul, Razia Sultana & Jafar Rezaei. (2020) Critical success factors for a circular economy: Implications for business strategy and the environment. Business Strategy and the Environment 29:8, pages 3611-3635.
Crossref
Federica Acerbi & Marco Taisch. (2020) A literature review on circular economy adoption in the manufacturing sector. Journal of Cleaner Production 273, pages 123086.
Crossref
Jiayi Liu, Zude Zhou, Duc Truong Pham, Wenjun Xu, Jia Cui & Can Yang. (2020) Service Platform for Robotic Disassembly Planning in Remanufacturing. Journal of Manufacturing Systems 57, pages 338-356.
Crossref
Özden Tozanlı, Elif Kongar & Surendra M. Gupta. (2020) Evaluation of Waste Electronic Product Trade-in Strategies in Predictive Twin Disassembly Systems in the Era of Blockchain. Sustainability 12:13, pages 5416.
Crossref
Gianmarco Bressanelli, Nicola Saccani, Daniela C.A. Pigosso & Marco Perona. (2020) Circular Economy in the WEEE industry: a systematic literature review and a research agenda. Sustainable Production and Consumption 23, pages 174-188.
Crossref
Piera Centobelli, Roberto Cerchione, Davide Chiaroni, Pasquale Del Vecchio & Andrea Urbinati. (2020) Designing business models in circular economy: A systematic literature review and research agenda. Business Strategy and the Environment 29:4, pages 1734-1749.
Crossref
Roberto Rocca, Paolo Rosa, Claudio Sassanelli, Luca Fumagalli & Sergio Terzi. (2020) Integrating Virtual Reality and Digital Twin in Circular Economy Practices: A Laboratory Application Case. Sustainability 12:6, pages 2286.
Crossref
Jing Yan. (2020) AIPL: The Theoretical Framework of Artificial Intelligence for Proportional Liability in China from Data Mining Perspectives. AIPL: The Theoretical Framework of Artificial Intelligence for Proportional Liability in China from Data Mining Perspectives.
Hasan Dinçer, Serhat Yüksel, Zehra Nur Canbolat & Fatih Pınarbaşı. 2020. Tools and Techniques for Implementing International E-Trading Tactics for Competitive Advantage. Tools and Techniques for Implementing International E-Trading Tactics for Competitive Advantage 320 339 .
Gang Yuan, Yinsheng Yang & Duc Truong Pham. (2020) Multiobjective Ecological Strategy Optimization for Two-Stage Disassembly Line Balancing With Constrained-Resource. IEEE Access 8, pages 88745-88758.
Crossref
Federica Acerbi, Adalberto Polenghi, Irene Roda, Marco Macchi & Marco Taisch. 2020. Advances in Production Management Systems. Towards Smart and Digital Manufacturing. Advances in Production Management Systems. Towards Smart and Digital Manufacturing 695 702 .
Yongting Tian, Xiufen Zhang, Zehua Liu, Xingyue Jiang & Junfang Xue. (2019) Product cooperative disassembly sequence and task planning based on genetic algorithm. The International Journal of Advanced Manufacturing Technology 105:5-6, pages 2103-2120.
Crossref
Ana Beatriz Lopes de Sousa Jabbour, Joao Victor Rojas Luiz, Octaviano Rojas Luiz, Charbel Jose Chiappetta Jabbour, Nelson Oly Ndubisi, Jorge Henrique Caldeira de Oliveira & Flavio Horneaux Junior. (2019) Circular economy business models and operations management. Journal of Cleaner Production 235, pages 1525-1539.
Crossref
Andrea Urbinati, Davide Chiaroni & Giovanni Toletti. (2019) Managing the Introduction of Circular Products: Evidence from the Beverage Industry. Sustainability 11:13, pages 3650.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.