Tool wear prediction models during end milling of glass fibre-reinforced polymer composites

2012 ◽  
Vol 67 (1-4) ◽  
pp. 701-718 ◽  
Author(s):  
A. I. Azmi ◽  
R. J. T. Lin ◽  
D. Bhattacharyya
Keyword(s):  
Tool Wear ◽  
Polymer Composites ◽  
Glass Fibre ◽  
Prediction Models ◽  
End Milling ◽  
Reinforced Polymer ◽  
Glass Fibre Reinforced Polymer ◽  
Tool Wear Prediction ◽  
Fibre Reinforced Polymer ◽  
Glass Fibre Reinforced

Fuzzy Logic Predictive Model of Tool Wear in End Milling Glass Fibre Reinforced Polymer Composites

2011 ◽  
Vol 214 ◽  
pp. 329-333 ◽  
Author(s):  
A.I. Azmi ◽  
Richard Lin ◽  
Debes Bhattacharyya
Keyword(s):  
Tool Wear ◽  
Glass Fibre ◽  
End Milling ◽  
Machining Forces ◽  
Reinforced Polymer ◽  
Glass Fibre Reinforced Polymer ◽  
Highly Nonlinear ◽  
Fibre Reinforced Polymer ◽  
Glass Fibre Reinforced ◽  
Force Relationship

This paper presents development of tool wear prediction models in end milling of glass fibre reinforced polymer (GFRP) composites. Adaptive network based fuzzy inference system (ANFIS) was employed to accurately predict the amount of tool wear as a function of spindle speed, feed rate and measured machining forces. End milling experiments were performed with K20 tungsten carbide end mill cutter under dry condition in order to gather all experimental data. Results show that ANFIS is capable of estimating tool wear with excellent accuracy in the highly nonlinear region of tool wear and the machining forces relationships. Statistical analyses of the two tool wear-machining force ANFIS models reveal that the tool wear-feed force relationship has better predictive capability compared to that of the tool wear-cutting force relationship.

Optimization of microwire/glass-fibre reinforced polymer composites for wind turbine application

2013 ◽  
Vol 113 (3) ◽  
pp. 537-542 ◽  
Author(s):  
F. X. Qin ◽  
H. X. Peng ◽  
Z. Chen ◽  
H. Wang ◽  
J. W. Zhang ◽  
...  
Keyword(s):  
Wind Turbine ◽  
Polymer Composites ◽  
Glass Fibre ◽  
Reinforced Polymer ◽  
Glass Fibre Reinforced Polymer ◽  
Fibre Reinforced Polymer ◽  
Glass Fibre Reinforced

scholarly journals A review of microwave testing of glass fibre-reinforced polymer composites

2019 ◽  
Vol 34 (4) ◽  
pp. 429-458 ◽  
Author(s):  
Zhen Li ◽  
Arthur Haigh ◽  
Constantinos Soutis ◽  
Andrew Gibson ◽  
Ping Wang
Keyword(s):  
Polymer Composites ◽  
Glass Fibre ◽  
Reinforced Polymer ◽  
Glass Fibre Reinforced Polymer ◽  
Fibre Reinforced Polymer ◽  
Glass Fibre Reinforced
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