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Engineering Optimization Volume 53, 2021 - Issue 10
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Original Articles

Data-driven predictive maintenance policy based on multi-objective optimization approaches for the component repairing problem

Ornella Pisacanea Dipartimento di Ingegneria dell'Informazione, Universitá Politecnica delle Marche, Ancona, ItalyORCID Iconhttps://orcid.org/0000-0003-1174-0162
ORCID Icon,
Domenico Potenaa Dipartimento di Ingegneria dell'Informazione, Universitá Politecnica delle Marche, Ancona, ItalyCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-7067-5463
ORCID Icon,
Sara Antomarionib Dipartimento Ingegneria Industriale e Scienze Matematiche, Universitá Politecnica delle Marche, Ancona, ItalyORCID Iconhttps://orcid.org/0000-0001-8584-7814
ORCID Icon,
Maurizio Bevilacquab Dipartimento Ingegneria Industriale e Scienze Matematiche, Universitá Politecnica delle Marche, Ancona, ItalyORCID Iconhttps://orcid.org/0000-0003-3064-3915
ORCID Icon,
Filippo Emanuele Ciarapicab Dipartimento Ingegneria Industriale e Scienze Matematiche, Universitá Politecnica delle Marche, Ancona, ItalyORCID Iconhttps://orcid.org/0000-0002-8908-433X
ORCID Icon &
Claudia Diamantinia Dipartimento di Ingegneria dell'Informazione, Universitá Politecnica delle Marche, Ancona, ItalyORCID Iconhttps://orcid.org/0000-0001-8143-7615
ORCID Icon
Pages 1752-1771 | Received 21 Apr 2020, Accepted 10 Sep 2020, Published online: 26 Oct 2020

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Xiuyu Shen, Jingxu Chen, Siying Zhu & Xinlian Yu. (2023) A data-driven inspection method for identifying container bookings with concealed hazardous materials. Engineering Optimization 0:0, pages 1-21.
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Onur Golbasi & Sahin Furkan Sahiner. (2024) Simulation-based optimization of workforce configuration for multi-division maintenance departments. Computers & Industrial Engineering 188, pages 109880.
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Mateo Del Gallo, Giovanni Mazzuto, Filippo Emanuele Ciarapica & Maurizio Bevilacqua. (2023) Artificial Intelligence to Solve Production Scheduling Problems in Real Industrial Settings: Systematic Literature Review. Electronics 12:23, pages 4732.
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Mohammad Sheikhasadi, Amirhossein Hosseinpour, Mohammad Alipour-Vaezi, Amir Aghsami & Masoud Rabbani. (2023) Portfolio design for home healthcare devices production using a new data-driven optimization methodology. Soft Computing.
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Alice Mohlin. (2023) How to facilitate manufacturing industry learning from problems: a review on advanced technology problem-solving. Journal of Workplace Learning 35:6, pages 470-489.
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Qiang Feng, Yue Zhang, Bo Sun, Xing Guo, Donming Fan, Yi Ren, Yanjie Song & Zili Wang. (2023) Multi-level predictive maintenance of smart manufacturing systems driven by digital twin: A matheuristics approach. Journal of Manufacturing Systems 68, pages 443-454.
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Ezra Wari, Weihang Zhu & Gino Lim. (2023) Maintenance in the downstream petroleum industry: A review on methodology and implementation. Computers & Chemical Engineering 172, pages 108177.
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Lin Shi, Yanan Tan, Hongling Chen, Wenbo Wan, Yunhua Wang & Leichao Ren. 2023. Signal and Information Processing, Networking and Computers. Signal and Information Processing, Networking and Computers 253 259 .
Igor Olaizola, Marco Quartulli, Elias Unzueta, Juan Goicolea & Julián Flórez. (2022) Refinery 4.0, a Review of the Main Challenges of the Industry 4.0 Paradigm in Oil & Gas Downstream. Sensors 22:23, pages 9164.
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Malek Almobarek, Kepa Mendibil, Abdalla Alrashdan & Sobhi Mejjaouli. (2022) Fault Types and Frequencies in Predictive Maintenance 4.0 for Chilled Water System at Commercial Buildings: An Industry Survey. Buildings 12:11, pages 1995.
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Claudia Diamantini, Alex Mircoli, Ornella Pisacane & Domenico Potena. (2022) Comparing data-driven meta-heuristics for the bi-objective Component Repairing Problem. Comparing data-driven meta-heuristics for the bi-objective Component Repairing Problem.
Lin Shi, Yanyan Tan, Zeyuan Yan, Lili Meng & Li Liu. (2022) Weight grouping operators selection strategy for a multiobjective evolutionary algorithm based on decomposition. Applied Intelligence.
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Yunwen Feng, Zhicen Song & Cheng Lu. (2022) The Optimization of Civil Aircraft Product Option Selection Considering the Economy Response with an Improved Non-Dominated Sorting Genetic Algorithm. Applied Sciences 12:11, pages 5294.
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Xiangang Cao, Pengfei Li & Yong Duan. (2021) Joint Decision-Making Model for Production Planning and Maintenance of Fully Mechanized Mining Equipment. IEEE Access 9, pages 46960-46974.
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Sara Antomarioni, Marjorie Maria Bellinello, Maurizio Bevilacqua, Filippo Emanuele Ciarapica, Renan Favarão da Silva & Gilberto Francisco Martha de Souza. (2020) A Data-Driven Approach to Extend Failure Analysis: A Framework Development and a Case Study on a Hydroelectric Power Plant. Energies 13:23, pages 6400.
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