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Hybrid Nature-Inspired Optimization for the Cell Formation Problem with Machine Reliability and Alternative Routings [PDF]
BiomimeticsThe Cell Formation Problem plays a fundamental role in cellular manufacturing due to its impact on efficiency, flexibility, and reliability. Its complexity increases under real-world conditions involving alternative process routes and machine reliability
Paulo Figueroa-Torrez +6 more
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Applied Sciences, 2022 In recent years, the rapid growth of computing technology has enabled identifying mathematical models for vibration systems using measurement data instead of domain knowledge.
Yaxiong Ren +2 more
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A Novel Cell Layout Problem with Reliability and Stochastic Failures [PDF]
International Journal of Supply and Operations Management, 2021 The facility layout design and Cell Formation (CF) problems are the important sectors in designing a cellular manufacturing system (CMS). These problems are interrelated and simultaneous consideration of them is essential for a successful design of CMS ...
Amir-Mohammad Golmohammadi +3 more
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Optimizing System Reliability in Additive Manufacturing Using Physics-Informed Machine Learning
Machines, 2022 Fused filament fabrication (FFF), an additive manufacturing process, is an emerging technology with issues in the uncertainty of mechanical properties and quality of printed parts. The consideration of all main and interaction effects when changing print
Sören Wenzel +2 more
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AST-MTL: An Attention-Based Multi-Task Learning Strategy for Traffic Forecasting
IEEE Access, 2021 Road traffic forecasting is crucial in Intelligent Transportation Systems (ITS). To achieve accurate results, it is necessary to model the dynamic nature and the complex non-linear dependencies governing traffic. The goal is particularly challenging when
Giovanni Buroni +2 more
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Evaluation of fatigue strength criteria for thick-walled nodular cast iron components from EN-GJS-400 under multiaxial load [PDF]
MATEC Web of Conferences, 2019 This paper discusses the quality of common methods for estimating the fatigue strength of EN-GJS-400-18-LT specimens under multiaxial stress. This is particularly important for the lightweight design of wind turbines.
Fass Markus +2 more
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Metals, 2022 Accurate optimal design for the test plan with limited prior information is impossible since the optimal design method of a three-stress accelerated degradation test plan for a motorized spindle is based on the determination of model parameters. In order
Hongxun Zhao +5 more
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Optimal Robot Motion for Accelerated Life Testing of a 6-DoF Industrial Robot
Applied Sciences, 2020 In order to verify the reliability of drive components for industrial robots, component-level life tests must be accompanied by a system-level life test using actual robots in which predefined robot motions are repeated throughout the test.
Seungjin Yoo +3 more
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Mathematics, 2023 The Cell Formation Problem (CFP) involves the clustering of machines to enhance productivity and capitalize on various benefits. This study addresses a variant of the problem where alternative routes and machine reliability are included, which we call a ...
Paulo Figueroa-Torrez +3 more
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Metals, 2022 This study focuses on predicting the fatigue life of notched specimens with geometries and microstructure representative of welded joints. It employs 26 series of fatigue tests on welded and non-welded specimens containing notches located in different ...
Moritz Braun +4 more
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