State of the art-intense review on artificial intelligence systems application in process planning and manufacturing

SPL Kumar - Engineering Applications of Artificial Intelligence, 2017 - Elsevier
Artificial Intelligence (AI) systems applications are widespread due to its domain
independent characteristics. In this work, an attempt has been made for review on AI …

Computer-aided process planning–A critical review of recent developments and future trends

X Xu, L Wang, ST Newman - International Journal of Computer …, 2011 - Taylor & Francis
For the past three decades, computer-aided process planning (CAPP) has attracted a large
amount of research interest. A huge volume of literature has been published on this subject …

Survey on computer-aided process planning

Y Yusof, K Latif - The international journal of advanced manufacturing …, 2014 - Springer
Computer-aided process planning (CAPP) is the application of the computer to assist
process planners in the planning functions. It is considered as the key technology for …

Machine learning-supported manufacturing: A review and directions for future research

B Ördek, Y Borgianni, E Coatanea - Production & Manufacturing …, 2024 - Taylor & Francis
The evolution of manufacturing systems toward Industry 4.0 and 5.0 paradigms has pushed
the diffusion of Machine Learning (ML) in this field. As the number of articles using ML to …

Classification of research and applications of the computer aided process planning in manufacturing systems

M Soori, M Asmael - Independent Journal of Management & …, 2021 - pure.qub.ac.uk
Abstract The Computer Aided Process Planning (CAPP) systems are recently developed in
manufacturing engineering to provide links between Computer Aided Design (CAD) and …

A fast decision-making method for process planning with dynamic machining resources via deep reinforcement learning

W Wu, Z Huang, J Zeng, K Fan - Journal of manufacturing systems, 2021 - Elsevier
Mass customized production brings great uncertainty to the computer-aided process
planning (CAPP). Current CAPP methods based on heuristic optimization assume in …

Machining feature process route planning based on a graph convolutional neural network

Z Wang, S Zhang, H Zhang, Y Zhang, J Liang… - Advanced Engineering …, 2024 - Elsevier
The machining processes of machining features, as the crucial components of the
machining process for the overall part, significantly impact machining quality and production …

Technological process planning by the use of neural networks

I Rojek - AI EDAM, 2017 - cambridge.org
The central objective of the present author's research is to develop a system supporting the
design of a technological process (a computer-aided process planning system) that …

A review of automated cutting tool selection methods

G Navaneethan, S Palanisamy, PP Jayaraman… - … International Journal of …, 2024 - Springer
The selection of appropriate cutting tool (CT) is a critical part of machining. Selecting the
right tool for the right job will enable customers to achieve economic machining, saving time …

A survey of knowledge representation methods and applications in machining process planning

X Li, S Zhang, R Huang, B Huang, C Xu… - The International Journal …, 2018 - Springer
The machining process is the act of preparing the detailed operating instructions for
changing an engineering design into an end product, which involves the removal of material …