Small‐Batch Industrial Hot‐Rolling Experiment Research on 304 Stainless Steel Welded Tube–HRB400E Carbon Steel Composite Screw‐Thread Steel Bars Properties
Sign Up to like & getrecommendations! Published in 2025 at "steel research international"
DOI: 10.1002/srin.202500758
Abstract: The investigation selects standardized 304 stainless steel welded tubes (SS‐WTs) with lower cost and HRB400E carbon steel (CS) round bars in the market, adopting the clean interface nonoxidation technology to prepare composite round blanks, then… read more here.
Keywords: 304 stainless; steel; hot rolling; small batch ... See more keywords
Versatile waste sorting in small batch and flexible manufacturing industries using deep learning techniques
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-87226-x
Abstract: The expansion of LEAN and small batch manufacturing demands flexible automated workstations capable of switching between sorting various wastes over time. To address this challenge, our study is focused on assessing the ability of the… read more here.
Keywords: deep learning; waste; manufacturing; small batch ... 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
Fluctuation evaluation and identification model for small-batch multistage machining processes of complex aircraft parts
Sign Up to like & getrecommendations! Published in 2017 at "Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture"
DOI: 10.1177/0954405415612371
Abstract: The key to improve the machining quality of workpiece is to decrease the process fluctuation, which requires identifying the fluctuation sources first. For small-batch multistage machining processes of complex aircraft parts, how to identify the… read more here.
Keywords: small batch; fluctuation; multistage machining; batch multistage ... See more keywords
Optimizing production logistics through advanced machine learning techniques: A study on resource allocation for small-batch and multi-variety challenges
Sign Up to like & getrecommendations! Published in 2024 at "Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering"
DOI: 10.1177/09544089241234117
Abstract: In light of increasing consumer purchasing power and the growing diversification of demands, the emergence of small-batch and multi-variety requirements has posed substantial challenges to production manufacturing, particularly in on-site production logistics management. This study… read more here.
Keywords: production logistics; small batch; allocation; batch multi ... See more keywords
Surface-Roughness Prediction Based on Small-Batch Workpieces for Smart Manufacturing: An Aerospace Robotic Grinding Case Study
Sign Up to like & getrecommendations! Published in 2025 at "Applied Sciences"
DOI: 10.3390/app15031349
Abstract: Small-batch workpieces in smart manufacturing demand process parameter modeling, but existing models lack analysis across varying sample sizes and runtime conditions. This study proposes a novel surface-roughness prediction method, Response Surface Methodology-BP Neural Network (RSM-BPNN),… read more here.
Keywords: surface roughness; small batch; batch workpieces; surface ... See more keywords