1 to 3 of 3 Results
Feb 9, 2026 - AGC INOV.AM
Pereira, Carlos; Gaspar-Cunha, António, 2026, "Data-Driven Multi-Objective Optimization of Conformal Cooling Channels for Energy-Efficient Injection Molding", https://doi.org/10.34622/datarepositorium/HUBDNN, Repositório de Dados da Universidade do Minho, V1
The article presents an integrated methodology combining NL-PCA, neural-network surrogate models, and evolutionary algorithms to optimize conformal cooling channel geometries and processing conditions in injection molding, reducing cycle time, energy consumption, and part defects |
Jun 16, 2025 - AGC INOV.AM
Gaspar-Cunha, António; Melo, João Bernardo; Marques, Tomás, 2025, "Injection Molding Optimization Guide", https://doi.org/10.34622/datarepositorium/4J5AY7, Repositório de Dados da Universidade do Minho, V5
A guide for Injection Molding Optimization: Numerical Modelling, Dimensionality Reduction (Principal Components Analysis - PCA), Artificial Neural Networks (ANN) and Multi-Objective Evolutionar Algorithms (MOEA) |
Feb 7, 2025
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