Deep learning for big data applications in CAD and PLM–Research review, opportunities and case study

J Dekhtiar, A Durupt, M Bricogne, B Eynard… - Computers in …, 2018 - Elsevier
With the increasing amount of available data, computing power and network speed for a
decreasing cost, the manufacturing industry is facing an unprecedented amount of data to …

Machine-learning techniques and their applications in manufacturing

DT Pham, AA Afify - Proceedings of the Institution of …, 2005 - journals.sagepub.com
Abstract Machine learning is concerned with enabling computer programs automatically to
improve their performance at some tasks through experience. Manufacturing is an area …

A big data analytics based machining optimisation approach

W Ji, S Yin, L Wang - Journal of Intelligent Manufacturing, 2019 - Springer
Currently, machine tool selection, cutting tool selection and machining conditions
determination are not usually performed at the same time but progressively, which may lead …

Cloud enabled CPS and big data in manufacturing

L Wang, W Ji - Proceedings of 3rd International Conference on the …, 2018 - Springer
This paper presents a cloud enhanced cyber-physical system (cloud CPS) in manufacturing
by combining CPS and cloud technologies. The cloud CPS is enhanced by using the …

Big data analytics based optimisation for enriched process planning: a methodology

W Ji, L Wang - Procedia CIRP, 2017 - Elsevier
To improve flexibility and accurateness of the optimisation in machining, this paper presents
a big data analytics based optimisation method for enriched process planning in the concept …

Machine learning applied to quality management—A study in ship repair domain

A Srdoč, I Bratko, A Sluga - Computers in Industry, 2007 - Elsevier
The awareness about the importance of knowledge within the quality management
community is increasing. For example, the Malcolm Baldrige Criteria for Performance …

Big data analytics for scheduling and machining

L Wang, XV Wang, L Wang, XV Wang - Cloud-Based Cyber-Physical …, 2018 - Springer
In modern manufacturing industries, defect prediction and prevention are the key features. In
this context, this chapter introduces a big data analytics based approach to scheduling and …

[PDF][PDF] A Quality Management Model Based on Databases and Knowledge

A Srdoč, I Bratko, A Sluga - Strojarstvo, 2011 - academia.edu
For the last quarter of the twentieth century one of the leading topics not only in industry has
without doubt been quality. Nowadays, growing world market globalisation and ruthless …

[PDF][PDF] Model upravljanja kvalitetom temeljen na bazama podataka i znanju

A SRDOČ, I BRATKO, A SLUGA - … : časopis za teoriju i praksu u …, 2011 - hrcak.srce.hr
For the last quarter of the twentieth century one of the leading topics not only in industry has
without doubt been quality. Nowadays, growing world market globalisation and ruthless …

[引用][C] Cutting tool geometry suggestions based on a fuzzy logic model

JMA Osorio, OGD Velasco, CJC Rodríguez - Proceedings of 19th International …, 2007