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A novel framework for storage assignment optimization inspired by finite element method [PDF]
PeerJ Computer Science, 2021 Considering necessary fundamental and structural changes in the production and manufacturing industries to fulfill the industry 4.0 paradigm, the proposal of new ideas and frameworks for operations management of production and manufacturing system is ...
Seyed-Kourosh Tabatabaei +3 more
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Dynamic Storage Location Assignment in Warehouses Using Deep Reinforcement Learning
Technologies, 2022 The warehousing industry is faced with increasing customer demands and growing global competition. A major factor in the efficient operation of warehouses is the strategic storage location assignment of arriving goods, termed the dynamic storage location
Tobias Meisen +2 more
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Storage Assignment Optimization in Robotic Mobile Fulfillment Systems [PDF]
Complexity, 2021 Robotic mobile fulfillment system (RMFS) is a new type of parts-to-picker order picking system, where robots carry inventory pods to stationary pickers.
Ruiping Yuan +4 more
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Journal of Advanced Mechanical Design, Systems, and Manufacturing, 2022 In logistics warehouses, customer needs have diversified and product life cycles have shortened. Hence, it is necessary to deliver various types products to retailers in a short period of time while responding to fluctuating demand.
Kirika MATSUDA +3 more
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Study of Energy Loss for Distributed Power-Flow Assignment in a Smart Home Environment
Designs, 2022 Today, renewable energy resources are a critical component of distributed energy systems. However, their intermittent nature makes them unstable energy sources, making them very difficult to use optimally in any energy system. Battery storage is a viable
Ruengwit Khwanrit +4 more
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Algorithms, 2023 The use of simulation and reinforcement learning can be viewed as a flexible approach to aid managerial decision-making, particularly in the face of growing complexity in manufacturing and logistic systems.
Jonas F. Leon +5 more
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Effect of picker congestion on travel time in an order picking operation
Journal of Advanced Mechanical Design, Systems, and Manufacturing, 2020 In recent years, customer needs have diversified and companies have been forced to deliver products quickly to their customers. Distribution warehouses play an important role in improving the efficiency of the entire supply chain, and improving the ...
Erika TAJIMA +4 more
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Correlated storage assignment approach in warehouses: A systematic literature review
Journal of Industrial Engineering and Management, 2023 Purpose: Correlation-based storage assignment approach has been intensively explored during the last three decades to improve the order picking efficiency.
Md. Saiful Islam, Md. Kutub Uddin
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Complexity, 2020 Considering time-varying demand of online retail industry, the traditional static storage location assignment is converted into a multistage storage location assignment process based on the idea of gradual and small-step-forward optimization, which can ...
Xiangbin Xu, Chenhao Ren
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Applied Sciences, 2020 The order picking process involves a series of activities in response to customer needs, such as the selection or programming of orders (batches), and the selection of different items from their storage location to shipment.
Johanna Bolaños Zuñiga +3 more
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