The combined methodology of backpropagation neural network with genetic algorithm to optimize delamination factor and surface roughness in end-milling of carbon fiber reinforced polymer composites

Mapping Intimacies ◽

10.1063/1.5138310 ◽

2019 ◽

Author(s):

Mohammad Khoirul Effendi ◽

Bobby Oedy Pramoedyo Soepangkat ◽

Bambang Pramujati ◽

Rachmadi Norcahyo ◽

Fajar Perdana Nurullah

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Surface Roughness ◽

Carbon Fiber ◽

End Milling ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Backpropagation Neural Network ◽

Reinforced Polymer ◽

Fiber Reinforced Polymer Composites

Download Full-text

Delamination factor and cutting force optimizations in end-milling of carbon fiber reinforced polymer composites using backpropagation neural network-ant colony optimization

10.1063/1.5138314 ◽

2019 ◽

Author(s):

Bobby Oedy Pramoedyo Soepangkat ◽

Mohammad Khoirul Effendi ◽

Bambang Pramujati ◽

Rachmadi Norcahyo ◽

Fathi Robbany

Keyword(s):

Neural Network ◽

Carbon Fiber ◽

Cutting Force ◽

Polymer Composites ◽

End Milling ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Backpropagation Neural Network ◽

Reinforced Polymer ◽

Fiber Reinforced Polymer Composites

Download Full-text

Multi-response optimization of cutting force and surface roughness in carbon fiber reinforced polymer end milling using back propagation neural network and genetic algorithm

10.1063/1.5112385 ◽

2019 ◽

Author(s):

Philipus Andreas Lega Laot ◽

Suhardjono ◽

Sutikno ◽

Sampurno

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Surface Roughness ◽

End Milling ◽

Back Propagation ◽

Back Propagation Neural Network ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Reinforced Polymer ◽

Response Optimization

Download Full-text

Multi response prediction of cutting force and delamination in carbon fiber reinforced polymer using backpropagation neural network-genetic algorithm

10.1063/1.5112416 ◽

2019 ◽

Cited By ~ 4

Author(s):

Fathi Robbany ◽

Bambang Pramujati ◽

Suhardjono ◽

Mohammad Khoirul Effendi ◽

Bobby Oedy Pramoedyo Soepangkat ◽

...

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Carbon Fiber ◽

Cutting Force ◽

Response Prediction ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Fiber Reinforced ◽

Backpropagation Neural Network ◽

Reinforced Polymer

Download Full-text

Multi response optimization of thrust force and delamination in carbon fiber reinforced polymer (CFRP) drilling using backpropagation neural network-particle swarm optimization (BPNN-PSO)

10.1063/1.5046263 ◽

2018 ◽

Cited By ~ 6

Author(s):

R. Norcahyo ◽

B. O. P. Soepangkat ◽

Sutikno

Keyword(s):

Neural Network ◽

Particle Swarm Optimization ◽

Carbon Fiber ◽

Thrust Force ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Backpropagation Neural Network ◽

Swarm Optimization ◽

Reinforced Polymer ◽

Response Optimization

Download Full-text

Investigation and analysis of surface roughness in machining carbon fiber reinforced polymer composites using artificial intelligence techniques

Carbon letters ◽

10.1007/s42823-021-00298-3 ◽

2021 ◽

Author(s):

T. Rajasekaran ◽

K. Palanikumar ◽

B. Latha

Keyword(s):

Artificial Intelligence ◽

Surface Roughness ◽

Carbon Fiber ◽

Polymer Composites ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Fiber Reinforced ◽

Artificial Intelligence Techniques ◽

Reinforced Polymer ◽

Fiber Reinforced Polymer Composites

Download Full-text

Temperature effects in end milling carbon fiber reinforced polymer composites

Polymer Composites ◽

10.1002/pc.23954 ◽

2016 ◽

Vol 39 (2) ◽

pp. 437-447 ◽

Cited By ~ 26

Author(s):

Zhenyuan Jia ◽

Rao Fu ◽

Fuji Wang ◽

Baowei Qian ◽

Chunling He

Keyword(s):

Carbon Fiber ◽

Polymer Composites ◽

Temperature Effects ◽

End Milling ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Fiber Reinforced ◽

Reinforced Polymer ◽

Fiber Reinforced Polymer Composites ◽

Carbon Fiber Reinforced

Download Full-text

Evaluation of surface roughness based on sampling array for rotary ultrasonic machining of carbon fiber reinforced polymer composites

Measurement ◽

10.1016/j.measurement.2019.02.002 ◽

2019 ◽

Vol 138 ◽

pp. 175-181 ◽

Cited By ~ 3

Author(s):

Haiyan Shi ◽

Songmei Yuan ◽

Zhen Li ◽

Heng Song ◽

Jianqiang Qian

Keyword(s):

Surface Roughness ◽

Carbon Fiber ◽

Polymer Composites ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Ultrasonic Machining ◽

Fiber Reinforced ◽

Rotary Ultrasonic Machining ◽

Reinforced Polymer ◽

Fiber Reinforced Polymer Composites

Download Full-text

Study on delamination factor and surface roughness in abrasive water jet drilling of carbon fiber-reinforced polymer composites with different fiber orientation angles

Journal of the Brazilian Society of Mechanical Sciences and Engineering ◽

10.1007/s40430-020-02741-4 ◽

2021 ◽

Vol 43 (1) ◽

Author(s):

Meltem Altin Karataş ◽

Ali Riza Motorcu ◽

Hasan Gökkaya

Keyword(s):

Surface Roughness ◽

Carbon Fiber ◽

Polymer Composites ◽

Fiber Orientation ◽

Water Jet ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Abrasive Water Jet ◽

Reinforced Polymer ◽

Fiber Reinforced Polymer Composites

Download Full-text

Seismic Retrofit of Precast Concrete Panel Connections with Carbon Fiber Reinforced Polymer Composites

PCI Journal ◽

10.15554/pcij.01012003.92.104 ◽

2003 ◽

Vol 48 (1) ◽

pp. 92-104 ◽

Cited By ~ 8

Author(s):

Chris P. Pantelides ◽

Vladimir A. Volnyy ◽

Janos Gergely ◽

Lawrence D. Reaveley

Keyword(s):

Carbon Fiber ◽

Polymer Composites ◽

Precast Concrete ◽

Seismic Retrofit ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Fiber Reinforced ◽

Reinforced Polymer ◽

Fiber Reinforced Polymer Composites ◽

Carbon Fiber Reinforced

Download Full-text

Multi-objective Optimization in Drilling Kevlar Fiber Reinforced Polymer Using Grey Fuzzy Analysis and Backpropagation Neural Network–Genetic Algorithm (BPNN–GA) Approaches

International Journal of Precision Engineering and Manufacturing ◽

10.1007/s12541-019-00017-z ◽

2019 ◽

Vol 20 (4) ◽

pp. 593-607 ◽

Cited By ~ 8

Author(s):

Bobby O. P. Soepangkat ◽

Bambang Pramujati ◽

Mohammad Khoirul Effendi ◽

Rachmadi Norcahyo ◽

A. M. Mufarrih

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Fiber Reinforced Polymer ◽

Multi Objective Optimization ◽

Fiber Reinforced ◽

Backpropagation Neural Network ◽

Fuzzy Analysis ◽

Multi Objective ◽

Kevlar Fiber ◽

Reinforced Polymer

Download Full-text