Batch production prediction for the mechanical cutting industry based on process capability
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DOI: 10.1038/s41598-024-69372-w
Abstract: In the mechanical cutting industry, trial production is used for predicting and evaluating the quality of product processes before batch production, and it can be expressed through the qualification rate. However, it cannot objectively and… read more here.
Keywords: batch production; cutting industry; production prediction; mechanical cutting ... See more keywords
Scheduling optimization for the production of prefabricated components considering batch production on mold tables
Sign Up to like & getrecommendations! Published in 2024 at "Engineering Optimization"
DOI: 10.1080/0305215x.2024.2423188
Abstract: ABSTRACT The scheduling optimization of prefabricated concrete components (PCs) production is one key part of an assembled construction project. Most research neglected to investigate the batch production of PCs and failed to make full use… read more here.
Keywords: optimization; batch production; mold tables; production ... See more keywords
Heuristic Scheduling of Batch Production Processes Based on Petri Nets and Iterated Greedy Algorithms
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Automation Science and Engineering"
DOI: 10.1109/tase.2020.3027532
Abstract: Wire rod and bar rolling is an important batch production process in steel production systems. A scheduling problem originated from this process is studied in this work by considering the constraints on sequence-dependent family setup… read more here.
Keywords: iterated greedy; batch production; problem; production ... See more keywords
Performance Analysis of Bernoulli Serial Lines With Small Batch Production and Machine Switch On/Off Control
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Automation Science and Engineering"
DOI: 10.1109/tase.2024.3452672
Abstract: Manufacturing industries play a pivotal role in global economies. It is a powerful driver of economic growth, creating a significant number of job opportunities and providing support for innovation and technological development. In the present… read more here.
Keywords: batch production; analysis; machine; performance ... See more keywords
GraphCompNet: A Position-Aware Model for Predicting and Compensating Shape Deviations in 3D Printing
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Automation Science and Engineering"
DOI: 10.1109/tase.2025.3636394
Abstract: Shape deviation modeling and compensation in additive manufacturing (AM) are pivotal for achieving high geometric accuracy and enabling industrial-scale production. While traditional analytical and statistical methods laid the foundation, recent advancements in machine learning (ML)… read more here.
Keywords: batch production; position dependent; shape; position ... See more keywords