Transfer learning with artificial neural networks between injection molding processes and different polymer materials

Induced network-based transfer learning in injection molding for process modelling and optimization with artificial neural networks

(2021) Yannik Lockner et al.   The International Journal of Advanced Manufacturing Technology

Multi-objective optimization of injection-molded plastic parts using entropy weight, random forest, and genetic algorithm methods

(2020) Yanli Cao et al.   JOURNAL OF POLYMER ENGINEERING

Comparison of design of experiment methods for modeling injection molding experiments using artificial neural networks

(2020) Julian Heinisch et al.   Journal of Manufacturing Processes

A review of machine learning for the optimization of production processes

(2019) Dorina Weichert et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Neural network approach to quality monitoring of injection molding of photoluminescent polymers

(2019) F. Trovalusci et al.   APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING

Smart Machining Process Using Machine Learning: A Review and Perspective on Machining Industry

(2018) Dong-Hyeon Kim et al.   International Journal of Precision Engineering and Manufacturing-Green Technology

A state of the art review of intelligent scheduling

(2018) Mohammad Hossein Fazel Zarandi et al.   ARTIFICIAL INTELLIGENCE REVIEW

Injection molding process optimization of a bi-aspheric lens using hybrid artificial neural networks (ANNs) and particle swarm optimization (PSO)

(2018) R. Joseph Bensingh et al.   MEASUREMENT

Multiobjective optimization of injection molding process parameters based on Opt LHD, EBFNN, and MOPSO

(2015) Junhong Zhang et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

An inverse model for injection molding of optical lens using artificial neural network coupled with genetic algorithm

(2014) Kuo-Ming Tsai et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Classification and regression trees

(2011) Wei-Yin Loh   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

An integrated parameter optimization system for MISO plastic injection molding

(2008) Wen-Chin Chen et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY