A novel system for discovery and reuse of typical process route based on information entropy and PSO-Kmeans clustering algorithm

LI Chunlei, Z Chang, LI Liang - Xibei Gongye Daxue Xuebao/Journal of …, 2023 - jnwpu.org
Manufacturing enterprises will accumulate a large number of manufacturing instances as
they run and develop. Being able to excavate and reuse the instance resources reasonably …

Study on typical process route mining method based on multilevel longest common subsequence information entropy and intelligent clustering model

L Chunlei - International Journal of Computer Integrated …, 2023 - Taylor & Francis
ABSTRACT A large number of manufacturing cases are accumulated by manufacturing
enterprises in the process of operation and development, and therefore, one of the most …

A novel framework for discovery and reuse of typical process route driven by symbolic entropy and intelligent optimisation algorithm

C Li - Plos one, 2022 - journals.plos.org
Manufacturing enterprises accumulate numerous manufacturing instances as they run and
develop. Being able to excavate and apply the instance resources reasonably is one of the …

Typical product process route extraction method based on intelligent clustering analysis

H Zhang, L QIU, SY Zhang, XX Hu - Computer Integrated …, 2013 - cims-journal.cn
Aiming at the problems of enterprise process data and knowledge mining, a method of
extracting product typical process routs based on intelligent clustering analysis was …

Knowledge discovery method for typical process sequence based on clustering analysis

S LIU, Z ZHANG, X TIAN, X CAO… - Computer Integrated …, 2006 - cims-journal.cn
In order to extract the process knowledge from the process data in the Computer Aided
Process Planning (CAPP), a knowledge discovery method for typical process sequence …

A typical process route discovery method based on clustering analysis

S Liu, Z Zhang, X Tian - The International Journal of Advanced …, 2007 - Springer
A typical process route is a sample of planning the process route. It is a kind of the process
planning knowledge. In order to discover the typical process route in the process planning …

Typical process discovery based on affinity propagation

L Wang, Y Zhang, S Zhong - Journal of Advanced Mechanical Design …, 2016 - jstage.jst.go.jp
A lot of repeated work existed in the design of manufacturing process for similar parts, and
many kinds of process knowledge which were not reused effectively contained in the …

A method for discovering typical process sequence using granular computing and similarity algorithm based on part features

D Zhou, X Dai - The International Journal of Advanced Manufacturing …, 2015 - Springer
Aiming at the problems of hereditability and reusability for process planning data in the
enterprises, a novel method for discovering typical process sequence by applying granular …

[PDF][PDF] Multi-dimensional manufacturing information based typical product process route discovery method

李春磊, 莫蓉, 常智勇, 张栋梁, 向颖 - Journal of Mechanical …, 2015 - qikan.cmes.org
To solve the difficulty of low reuse value in the traditional process route discovery methods
based clustering analysis and to make the extracted process routes support the effective …

A novel operation sequence similarity-based approach for typical process route knowledge discovery

B Xu, Y Wang, Z Ji - IEEE Access, 2021 - ieeexplore.ieee.org
A typical process route essentially represents the commonly used process planning-related
knowledge and can be modified to generate new process routes easily. Hence, its quality …