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A Product Process Adaptive Design Method Based on Manufacturing-Related Big Data
Wei Wei, Chen Zheng, Yuan Jun
Strategic Study of CAE 2020, Volume 22, Issue 4, Pages 42-49 doi: 10.15302/J-SSCAE-2020.04.017
Keywords: product process adaptive design manufacturing-related big data data mining knowledge discovery
Chao Shang、 Fengqi You
Engineering 2019, Volume 5, Issue 6, Pages 1010-1016 doi: 10.1016/j.eng.2019.01.019
Safe, efficient, and sustainable operations and control are primary objectives in industrial manufacturingThe burgeoning era of big data is influencing the process industries tremendously, providing unprecedentedopportunities to achieve smart manufacturing.This kind of manufacturing requires machines to not only be capable of relieving humans from intensiveTo attain this goal, data analytics and machine learning are indispensable.
Keywords: Big data Machine learning Smart manufacturing Process systems engineering
Special issue: Innovative applications of big data and artificial intelligence
Frontiers of Engineering Management 2022, Volume 9, Issue 4, Pages 517-519 doi: 10.1007/s42524-022-0234-0
Fog-IBDIS: Industrial Big Data Integration and Sharing with Fog Computing for Manufacturing Systems Article
Junliang Wang, Peng Zheng, Youlong Lv, Jingsong Bao, Jie Zhang
Engineering 2019, Volume 5, Issue 4, Pages 662-670 doi: 10.1016/j.eng.2018.12.013
Industrial big data integration and sharing (IBDIS) is of great significance in managing and providingdata for big data analysis in manufacturing systems.fog-computing-based IBDIS approach called Fog-IBDIS is proposed in order to integrate and share industrial bigdata with high raw data security and low network traffic loads by moving the integration task from thein order to protect raw data privacy.
Keywords: Fog computing Industrial big data Integration Manufacturing system
A review of systematic evaluation and improvement in the big data environment
Feng YANG, Manman WANG
Frontiers of Engineering Management 2020, Volume 7, Issue 1, Pages 27-46 doi: 10.1007/s42524-020-0092-6
Keywords: big data evaluation methods systematic improvement big data analytic techniques data mining
Challenges to Engineering Management in the Big Data Era
Yong Shi
Frontiers of Engineering Management 2015, Volume 2, Issue 3, Pages 293-303 doi: 10.15302/J-FEM-2015042
Keywords: big data data science intelligent knowledge engineering management real-life applications
Clinical research of traditional Chinese medicine in big data era
Junhua Zhang,Boli Zhang
Frontiers of Medicine 2014, Volume 8, Issue 3, Pages 321-327 doi: 10.1007/s11684-014-0370-y
With the advent of big data era, our thinking, technology and methodology are being transformed.Data-intensive scientific discovery based on big data, named “The Fourth Paradigm,” has becomeof diagnosis and treatment, and genomic data have been accumulated dramatically, which generates bigTo conduct clinical studies involved in big data in TCM domain, top level design is needed and shouldcreation, data analysis technology and big-data professionals fostering and training.
Keywords: big data traditional Chinese medicine clinical evaluation evidence based medicine
Appreciating the role of big data in the modernization of environmental governance
Frontiers of Engineering Management 2022, Volume 9, Issue 1, Pages 163-169 doi: 10.1007/s42524-021-0185-x
Scientific computation of big data in real-world clinical research
Guozheng Li,Xuewen Zuo,Baoyan Liu
Frontiers of Medicine 2014, Volume 8, Issue 3, Pages 310-315 doi: 10.1007/s11684-014-0358-7
The advent of the big data era creates both opportunities and challenges for traditional Chinese medicinefeature subset optimizing, multi-label learning, and complex networks based on complexity, intelligence, datacomplex relationships in individualized clinical diagnosis and treatment, as well as in decision-making related
Keywords: big data real world clinical research Chinese medicine medical computing
A study on specialist or special disease clinics based on big data
Zhuyuan Fang,Xiaowei Fan,Gong Chen
Frontiers of Medicine 2014, Volume 8, Issue 3, Pages 376-381 doi: 10.1007/s11684-014-0356-9
Correlation analysis and processing of massive medical information can be implemented through bigdata technology to find the relevance of different factors in the life cycle of a disease and to provideThis paper explores the concept of constructing a big medical data platform and introduces the clinicalMedical data can be collected and consolidated by distributed computing technology.Big data analysis, such as Hadoop, can be used to construct early prediction and intervention models
Keywords: big data correlation analysis medical information integration data analysis clinical model
Study on Big Data-based Behavior Modification in Metro Construction
Lie-yun Ding,Sheng-yu Guo
Frontiers of Engineering Management 2015, Volume 2, Issue 2, Pages 131-136 doi: 10.15302/J-FEM-2015037
Keywords: big data unsafe behavior behavior modification behavior-based safety (BBS) unsafe behavior rate
Slope stability analysis based on big data and convolutional neural network
Yangpan FU; Mansheng LIN; You ZHANG; Gongfa CHEN; Yongjian LIU
Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 7, Pages 882-895 doi: 10.1007/s11709-022-0859-4
Keywords: slope stability limit equilibrium method convolutional neural network database for slopes big data
Baoyan Liu
Frontiers of Medicine 2014, Volume 8, Issue 3, Pages 272-278 doi: 10.1007/s11684-014-0364-9
Big Data to support sustainable urban energy planning: The EvoEnergy project
Moulay Larbi CHALAL, Benachir MEDJDOUB, Nacer BEZAI, Raid SHRAHILY
Frontiers of Engineering Management 2020, Volume 7, Issue 2, Pages 287-300 doi: 10.1007/s42524-019-0081-9
Keywords: urban energy planning sustainable planning Big Data household transition energy prediction
Pai ZHENG, Honghui WANG, Zhiqian SANG, Ray Y. ZHONG, Yongkui LIU, Chao LIU, Khamdi MUBAROK, Shiqiang YU, Xun XU
Frontiers of Mechanical Engineering 2018, Volume 13, Issue 2, Pages 137-150 doi: 10.1007/s11465-018-0499-5
Keywords: Industry 4.0 smart manufacturing systems Internet of Things cyber-physical systems big data analytics
Title Author Date Type Operation
A Product Process Adaptive Design Method Based on Manufacturing-Related Big Data
Wei Wei, Chen Zheng, Yuan Jun
Journal Article
Data Analytics and Machine Learning for Smart Process Manufacturing: Recent Advances and Perspectivesin the Big Data Era
Chao Shang、 Fengqi You
Journal Article
Fog-IBDIS: Industrial Big Data Integration and Sharing with Fog Computing for Manufacturing Systems
Junliang Wang, Peng Zheng, Youlong Lv, Jingsong Bao, Jie Zhang
Journal Article
A review of systematic evaluation and improvement in the big data environment
Feng YANG, Manman WANG
Journal Article
Clinical research of traditional Chinese medicine in big data era
Junhua Zhang,Boli Zhang
Journal Article
Scientific computation of big data in real-world clinical research
Guozheng Li,Xuewen Zuo,Baoyan Liu
Journal Article
A study on specialist or special disease clinics based on big data
Zhuyuan Fang,Xiaowei Fan,Gong Chen
Journal Article
Study on Big Data-based Behavior Modification in Metro Construction
Lie-yun Ding,Sheng-yu Guo
Journal Article
Slope stability analysis based on big data and convolutional neural network
Yangpan FU; Mansheng LIN; You ZHANG; Gongfa CHEN; Yongjian LIU
Journal Article
Utilizing big data to build personalized technology and system of diagnosis and treatment in traditional
Baoyan Liu
Journal Article
Big Data to support sustainable urban energy planning: The EvoEnergy project
Moulay Larbi CHALAL, Benachir MEDJDOUB, Nacer BEZAI, Raid SHRAHILY
Journal Article