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Special Issue: Mathematical Problems in Advanced Manufacturing

Guest Editors

Prof. Jinjiang Wang
School of Safety and Ocean Engineering, China University of Petroleum, China
Email: jwang@cup.edu.cn


Dr. Zhaoyan Fan
School of Mechanical, Industrial, and Manufacturing Engineering, Oregon State University, USA
Email: zhaoyan.fan@oregonstate.edu


Dr. Chenhui Shao
Department of Mechanical Science and Engineering, University of Illinois at Urbana, Champaign, USA
Email: chshao@illinois.edu


Dr. Xi (Vincent) Wang
Department of Production Engineering, KTH Royal Institute of Technology, Sweden
Email: wangxi@kth.se


Manuscript Topics

Recent advancement in Big Data Analytics, Cloud Computing, Internet of Things, Artificial Intelligence, etc. has introduced new features and capabilities to further enhance manufacturing systems and processes. While the features and capabilities may be application specific, their performance ultimately depends on the mathematics running in the background. This special issue intends to provide a focused collection of mathematical techniques, algorithms, models, as well as their effective implementation that has contributed to advancing the state-of-the-knowledge in manufacturing.


Topics of interest to this Special Issue include, but are not limited to:


• Big data analytics for intelligent monitoring, diagnostics, prognostics, and health management in manufacturing
• Artificial Intelligence for augmented intelligence in resource allocation and utilization of equipment, processes, and systems
• High performance computing for high-dimensional and high variety data analysis
• Digital Twin and its innovative integration for smart manufacturing systems
• Cloud- and Internet of Things-enabled secure and decentralized manufacturing data analysis
• Multi-sensor, multi-resolution, and multimodal data fusion in manufacturing
• Human-machine collaboration (HRC) for safe and efficient manufacturing
• Design, modeling, and control of resilient manufacturing systems
• Safety and security for smart and secured manufacturing systems


Instructions for authors
https://www.aimspress.com/mbe/news/solo-detail/instructionsforauthors
Please submit your manuscript to online submission system
https://aimspress.jams.pub/


Paper Submission

All manuscripts will be peer-reviewed before their acceptance for publication. The deadline for manuscript submission is 31 August 2020

Published Papers(11)

Research article
Sentiment analysis for e-commerce product reviews by deep learning model of Bert-BiGRU-Softmax
Yi Liu Jiahuan Lu Jie Yang Feng Mao
2020, Volume 17, Issue 6: 7819-7837. doi: 10.3934/mbe.2020398
Abstract HTML PDF Cited (54) Viewed (17459)
Research article
Research on flexibility of production system based on hybrid modeling and simulation
Dawei Ren Xiaodong Zhang Shaojuan Lei Zehua Bi
2021, Volume 18, Issue 1: 933-949. doi: 10.3934/mbe.2021049
Abstract HTML PDF Cited (3) Viewed (3047)
Research article
The mechanism of resistance-reducing/anti-adhesion and its application on biomimetic disc furrow opener
Jiyu Sun Yueming Wang Shujun Zhang Yunhai Ma Jin Tong Zhijun Zhang
2020, Volume 17, Issue 5: 4657-4677. doi: 10.3934/mbe.2020256
Abstract HTML PDF Cited (7) Viewed (4384)
Research article
A feature extraction and classification algorithm based on improved sparse auto-encoder for round steel surface defects
Xuguo Yan Liang Gao
2020, Volume 17, Issue 5: 5369-5394. doi: 10.3934/mbe.2020290
Abstract HTML PDF Cited (6) Viewed (5446)
Research article
A-EMCS for PHEV based on real-time driving cycle prediction and personalized travel characteristics
Yuanbin Yu Junyu Jiang Pengyu Wang Jinke Li
2020, Volume 17, Issue 6: 6310-6341. doi: 10.3934/mbe.2020333
Abstract HTML PDF Cited (11) Viewed (4580)
Research article
Application of improved ant colony optimization in mobile robot trajectory planning
Xue Li Lei Wang
2020, Volume 17, Issue 6: 6756-6774. doi: 10.3934/mbe.2020352
Abstract HTML PDF Cited (14) Viewed (5083)
Research article
A HRGO approach for resilience enhancement service composition and optimal selection in cloud manufacturing
Hao Song Xiaonong Lu Xu Zhang Xiaoan Tang Qiang Zhang
2020, Volume 17, Issue 6: 6838-6872. doi: 10.3934/mbe.2020355
Abstract HTML PDF Cited (5) Viewed (4055)
Review
Scheduling in cloud manufacturing systems: Recent systematic literature review
Agustín Halty Rodrigo Sánchez Valentín Vázquez Víctor Viana Pedro Piñeyro Daniel Alejandro Rossit
2020, Volume 17, Issue 6: 7378-7397. doi: 10.3934/mbe.2020377
Abstract HTML PDF Cited (22) Viewed (9458)
Research article
Multi-objective optimization of peel and shear strengths in ultrasonic metal welding using machine learning-based response surface methodology
Yuquan Meng Manjunath Rajagopal Gowtham Kuntumalla Ricardo Toro Hanyang Zhao Ho Chan Chang Sreenath Sundar Srinivasa Salapaka Nenad Miljkovic Placid Ferreira Sanjiv Sinha Chenhui Shao
2020, Volume 17, Issue 6: 7411-7427. doi: 10.3934/mbe.2020379
Abstract HTML PDF Cited (26) Viewed (5802)
Research article
Mathematical analysis of a simplified general type-2 fuzzy PID controller
Jianzhong Shi Ying Song
2020, Volume 17, Issue 6: 7994-8036. doi: 10.3934/mbe.2020406
Abstract HTML PDF Cited (5) Viewed (4419)
Research article
Application improvement of A* algorithm in intelligent vehicle trajectory planning
Xiaoyong Xiong Haitao Min Yuanbin Yu Pengyu Wang
2021, Volume 18, Issue 1: 1-21. doi: 10.3934/mbe.2021001
Abstract HTML PDF Cited (31) Viewed (7442)