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

Mapping Intimacies ◽

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

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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

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

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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

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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

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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

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Study on cutting force performance and cutting mechanism of Carbon Fiber Reinforced Polymer (CFRP) composites

Journal of Advanced Mechanical Design Systems and Manufacturing ◽

10.1299/jamdsm.2021jamdsm0037 ◽

2021 ◽

Vol 15 (3) ◽

pp. JAMDSM0037-JAMDSM0037

Author(s):

Zeyu DUAN ◽

Guangjun LIU ◽

Xiangdong FAN ◽

Tao CHEN

Keyword(s):

Carbon Fiber ◽

Cutting Force ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Fiber Reinforced ◽

Cutting Mechanism ◽

Reinforced Polymer ◽

Cfrp Composites ◽

Carbon Fiber Reinforced

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An analytical approach to cutting force prediction in milling of carbon fiber reinforced polymer laminates

Machining Science and Technology ◽

10.1080/10910344.2018.1449214 ◽

2018 ◽

Vol 22 (6) ◽

pp. 1012-1028 ◽

Cited By ~ 5

Author(s):

Jianzhang Xiao ◽

Chongyang Gao ◽

Yinglin Ke

Keyword(s):

Carbon Fiber ◽

Cutting Force ◽

Analytical Approach ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Fiber Reinforced ◽

Cutting Force Prediction ◽

Force Prediction ◽

Reinforced Polymer ◽

Polymer Laminates

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The cutting force and defect analysis in milling of carbon fiber-reinforced polymer (CFRP) composite

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-017-0613-6 ◽

2017 ◽

Vol 93 (5-8) ◽

pp. 1829-1842 ◽

Cited By ~ 14

Author(s):

Yanli He ◽

Huanan Qing ◽

Shengguang Zhang ◽

Dazhen Wang ◽

Shengwei Zhu

Keyword(s):

Carbon Fiber ◽

Cutting Force ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Defect Analysis ◽

Fiber Reinforced ◽

Reinforced Polymer ◽

Cfrp Composite ◽

Carbon Fiber Reinforced

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Cutting force analysis considering edge effects in the milling of carbon fiber reinforced polymer composite

Journal of Materials Processing Technology ◽

10.1016/j.jmatprotec.2019.116541 ◽

2020 ◽

Vol 279 ◽

pp. 116541

Author(s):

Yanli He ◽

Jamal Sheikh-Ahmad ◽

Shengwei Zhu ◽

Chunlin Zhao

Keyword(s):

Carbon Fiber ◽

Cutting Force ◽

Polymer Composite ◽

Edge Effects ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Fiber Reinforced ◽

Force Analysis ◽

Reinforced Polymer ◽

Carbon Fiber Reinforced

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Multi-response Optimization in Drilling of Carbon Fiber Reinforced Polymer Using Artificial Neural Network Correlated to Meta-heuristics Algorithm

Procedia Technology ◽

10.1016/j.protcy.2016.08.187 ◽

2016 ◽

Vol 25 ◽

pp. 955-962 ◽

Cited By ~ 1

Author(s):

K. Shunmugesh ◽

K. Panneerselvam

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Carbon Fiber ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Fiber Reinforced ◽

Reinforced Polymer ◽

Response Optimization ◽

Artificial Neural ◽

Heuristics Algorithm

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Evaluation of cutting force and cutting temperature in milling carbon fiber-reinforced polymer composites

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-015-7479-2 ◽

2015 ◽

Vol 82 (9-12) ◽

pp. 1517-1525 ◽

Cited By ~ 42

Author(s):

Haijin Wang ◽

Jie Sun ◽

Jianfeng Li ◽

Laixiao Lu ◽

Nan Li

Keyword(s):

Carbon Fiber ◽

Cutting Force ◽

Polymer Composites ◽

Cutting Temperature ◽

Fiber Reinforced Polymer ◽

Carbon Fiber Reinforced Polymer ◽

Fiber Reinforced ◽

Reinforced Polymer ◽

Fiber Reinforced Polymer Composites ◽

Carbon Fiber Reinforced

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