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A machine learning framework for explainable knowledge mining and production, maintenance, and quality control optimization in flexible circular manufacturing systems Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2024-04-03 Georgios K. Koulinas, Panagiotis D. Paraschos, Dimitrios E. Koulouriotis
In the present study, we employed multiple decision tree algorithms to categorize cases and reflect the most efficient policies constructed by a reinforcement learning algorithm. These approaches treated a complex production, maintenance, and quality control optimization problem within a degrading manufacturing and remanufacturing system. The decision trees’ nodes represent the independent variables
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A material handling system modeling framework: a data-driven approach for the generation of discrete-event simulation models Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2024-03-20 Zakarya Soufi, Slaheddine Mestiri, Pierre David, Zakaria Yahouni, Johannes Fottner
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Energy-oriented crane scheduling in a steel coil storage Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2024-02-26 Christian Weckenborg, Patrick Oetjegerdes, Thomas S. Spengler
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Balancing and sequencing of mixed-model parallel robotic assembly lines considering energy consumption Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2024-02-25
Abstract As technology advances, the integration of robots in the assembly line has become widespread. While robots offer numerous benefits, such as increased productivity and improved product quality, they also result in higher energy usage. Finding the optimal line balance while considering energy consumption is a challenging task in a robotic assembly line that produces multiple product models in
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Material flow control in make-to-stock production systems: an assessment of order generation, order release and production authorization by simulation Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2024-02-20 Matthias Thürer, Nuno O. Fernandes, Hermann Lödding, Mark Stevenson
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A Benders decomposition approach for planning home blood donations Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2024-02-20 Tiziano Bacci, Ettore Lanzarone, Sara Mattia, Paolo Ventura
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Correction: A memetic NSGA‑II for the multi‑objective flexible job shop scheduling problem with real‑time energy tariffs Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2024-01-29 Sascha Christian Burmeister, Daniela Guericke, Guido Schryen
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Digital Twins in the Context of Seaports and Terminal Facilities Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2024-01-13 Julian Neugebauer, Leonard Heilig, Stefan Voß
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Bundle generation for the vehicle routing problem with occasional drivers and time windows Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2024-01-09 Simona Mancini, Margaretha Gansterer
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Energy efficient scheduling of a two machine robotic cell producing multiple part types Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2024-01-04 Çiya Aydoğan, Sinan Gürel
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Designing a computer-vision-based artifact for automated quality control: a case study in the food industry Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2024-01-04 Felix Xiong, Niklas Kühl, Maximilian Stauder
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A variable neighborhood search algorithm for the location problem of platoon formation center Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-12-25 Zhaojie Xue, Wenxiang Peng, Haipeng Cui
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Nursing care flexibility in chemotherapy appointment scheduling Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-12-16 Serhat Gul
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Reliable multiple allocation hub location problem under disruptions Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-12-05 Tingting Li, Wangtu Xu
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Pricing decisions in a two-period closed-loop supply chain game under asymmetric information and uncertainty Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-12-05 Maria Beranek, Udo Buscher
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Should I endorse a third party? Authorization strategies for brand manufacturers in a refurbishing market Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-12-01 Nughthoh Arfawi Kurdhi, Shaunak S. Dabadghao, Jan C. Fransoo
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A memetic NSGA-II for the multi-objective flexible job shop scheduling problem with real-time energy tariffs Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-11-14 Sascha Christian Burmeister, Daniela Guericke, Guido Schryen
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A three-stage matheuristic for home blood donation appointment reservation and collection routing Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-11-11 Martina Doneda, Semih Yalçındağ, Ettore Lanzarone
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MOBI-Qual: a common framework to manage the product-service system quality of shared mobility Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-11-11 Federico Barravecchia, Luca Mastrogiacomo, Martí Casadesús Fa, Fiorenzo Franceschini
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Predicting donations and profiling donors in a blood collection center: a Bayesian approach Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-11-10 Ilenia Epifani, Ettore Lanzarone, Alessandra Guglielmi
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Managing premature idleness in high-variety manufacturing Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-11-10 Thimo Bergenhenegouwen, T. A. Arno Kasper, Jos A. C. Bokhorst, Martin J. Land
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Multi-resource constrained scheduling considering process plan flexibility and lot streaming for the CNC machining industry Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-11-10 James C. Chen, Tzu-Li Chen, Yin-Yann Chen, Min-Yu Chung
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Obituary for Professor Carlo Meloni (1970–2023) Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-10-31 Alessandro Agnetis
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Truck scheduling with fixed outbound departures in a closed-loop conveyor system with shortcuts Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-10-25 James C. Chen, Tzu-Li Chen, Ping-Hsuan Wu
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Integrated maintenance and production scheduling for unrelated parallel machines with setup times Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-10-18 Michael Geurtsen, Jelle Adan, Alp Akçay
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Enhancing the cost performance in regular humanitarian logistics: location-routing and delivery frequency optimization Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-10-17 Tongxin Liu, Jun Li, Xihui Wang
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Matheuristic approaches to the green sequencing and routing problem Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-09-27 Giacomo Lanza, Mauro Passacantando, Maria Grazia Scutellà
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Improving access to emergency medical services using advanced air mobility vehicles Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-09-18 Julián Alberto Espejo-Díaz, Edgar Alfonso-Lizarazo, Jairo R. Montoya-Torres
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Queueing network models for the analysis and optimisation of material handling systems: a systematic literature review Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-09-07 Mohamed Amjath, Laoucine Kerbache, Adel Elomri, James MacGregor Smith
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Integrated optimization of electric vehicles charging location and allocation for valet charging service Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-08-20 Xiaoxiao Shen, Jun Lv, Shichang Du, Yafei Deng, Molin Liu, Yulu Zhou
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Lean and Industry 4.0 mitigating common losses in Engineer-to-Order theory and practice: an exploratory study Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-07-31 Felix Schulze, Patrick Dallasega
Companies employing an Engineer-to-Order (ETO) manufacturing strategy often develop, design and produce complex goods in single or small batches based on an individual customer order. The increased complexity caused by project business multiplies the engineering, cost, and change management efforts that are often required, resulting in lost productivity and more non-value-adding activities. To improve
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Data-driven aggregate modeling of a semiconductor wafer fab to predict WIP levels and cycle time distributions Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-06-16 Patrick C. Deenen, Jeroen Middelhuis, Alp Akcay, Ivo J. B. F. Adan
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Assessment of coal supply chain under carbon trade policy by extended exergy accounting method Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-06-10 Ali Roozbeh Nia, Anjali Awasthi, Nadia Bhuiyan
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A digital twin-driven flexible scheduling method in a human–machine collaborative workshop based on hierarchical reinforcement learning Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-05-17 Rong Zhang, Jianhao Lv, Jinsong Bao, Yu Zheng
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Efficiency in radiology departments: a two-stage analysis Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-05-08 Filippo Visintin, Davide Aloini, Simone Gitto, Sara Vannelli, Daniele Di Feo
This study presents a novel application of two-stage bootstrap data envelopment analysis (DEA) to assess the efficiency of radiology units in public hospitals. In the first stage of our analysis, we carry out a bootstrap DEA analysis, testing the hypotheses of variable returns to scale to identify efficient units. In the second stage, we examine the effects of four explanatory variables (chief radiology
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Assigning orders and pods to picking stations in a multi-level robotic mobile fulfillment system Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-05-06 Giorgi Tadumadze, Julia Wenzel, Simon Emde, Felix Weidinger, Ralf Elbert
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Modelling forgetting due to intermittent production in mixed-model line scheduling Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-05-04 Frederik Ferid Ostermeier, Jochen Deuse
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Train maintenance personnel shift scheduling: case study Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-04-28 Muhammed Abdullah Gençer, Tamer Eren, Hacı Mehmet Alakaş
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Machine-based identification system via optical character recognition Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-04-25 Mohammad Shahin, F. Frank Chen, Ali Hosseinzadeh
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A reinforcement learning/ad-hoc planning and scheduling mechanism for flexible and sustainable manufacturing systems Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-04-20 Panagiotis D. Paraschos, Georgios K. Koulinas, Dimitrios E. Koulouriotis
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Robotic stochastic assembly line balancing Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-04-12 Muhammet Ceyhan Şahin, Mustafa Kemal Tural
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Decision support for managing assortments, shelf space, and replenishment in retail Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-04-02 Alexander Hübner, Heinrich Kuhn
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A review of current trends and future directions in reverse logistics research Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-03-23 Raphael Aryee, Ebenezer Adaku
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A tabu-based adaptive large neighborhood search for scheduling unrelated parallel batch processing machines with non-identical job sizes and dynamic job arrivals Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-03-11 Xin Xiao, Bin Ji, Samson S. Yu, Guohua Wu
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Modeling and scheduling of production systems by using max-plus algebra Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-03-06 Hazem Al Bermanei, Jari M. Böling, Göran Högnäs
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Bullwhip effect in closed-loop supply chains with multiple reverse flows: a simulation study Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-03-03 Rebecca Fussone, Roberto Dominguez, Salvatore Cannella, Jose M. Framinan
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A stack-based retrieval method for the steel plate yard retrieval problem in shipbuilding Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-03-03 Lebao Wu, Zuhua Jiang, Xinyu Li
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Clusters of floor locations-allocation of stores to cross-docking warehouse considering satisfaction and space using MOGWO and NSGA-II algorithms Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-02-25 Maryam Shoaee, Parvaneh Samouei
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Quick dispatching-rules-based solution for the two parallel machines problem under mold constraints Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-01-17 Mahdi Jemmali, Abir Ben Hmida
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Scheduling offshore cargo handling with operational dynamics including cost composites, downtime periods, and cargo attributes Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2023-01-03 Byung Kwon Lee, Seyyed Amir Babak Rasmi, Jakkarin Sae-Tiew
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Multi-objective-based differential evolution for balancing production cost, diversity and aggregated performance attributes in product family design Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2022-12-26 Ismail M. Ali, Hasan H. Turan, Ripon K. Chakrabortty, Sondoss Elsawah
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Energy-efficient on/off control in serial production lines with Bernoulli machines Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2022-12-13 Xiaohan Wang, Yaping Dai, Zhiyang Jia
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Integrated task sequence planning and assignment for human–robot collaborative assembly station Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2022-12-10 Yichen Wang, Junfeng Wang, Jindan Feng, Jinshan Liu, Xiaojun Liu
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Balancing and sequencing of mixed-model assembly line considering preventive maintenance scenarios: mathematical model and a migrating birds optimization algorithm Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2022-11-20 Kai Meng, Qiuhua Tang, Zikai Zhang
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Decision modeling of the challenges to human–robot collaboration in industrial environment: a real world example of an emerging economy Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2022-11-14 Koppiahraj Karuppiah, Bathrinath Sankaranarayanan, Syed Mithun Ali, R. K. A. Bhalaji
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Maritime inventory routing with transshipment: the case of Yamal LNG Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2022-11-05 Mingyu Li, Kjetil Fagerholt, Peter Schütz
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Capacity planning in a decentralized autologous cell therapy manufacturing network for low-cost resilience Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2022-11-05 Junxuan Li, Chelsea C. White
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Berth planning and real-time disruption recovery: a simulation study for a tidal port Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2022-11-05 Jaap-Jan van der Steeg, Menno Oudshoorn, Neil Yorke-Smith
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The max–min newsvendor pricing problem under conditional value-at-risk criterion Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2022-11-04 Wenyou Wang, Yao Yang, Sirong Luo
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Dynamic product planning for online service platform coordinating with service agents and operations resource providers: a three-level optimization approach Flex. Serv. Manuf. J. (IF 2.7) Pub Date : 2022-10-19 Kaihong Zhou, Gang Du, Roger J. Jiao