Process optimization of high-speed dry milling UD-CF/PEEK laminates using GA-BP neural network
出版年份 2021 全文链接
标题
Process optimization of high-speed dry milling UD-CF/PEEK laminates using GA-BP neural network
作者
关键词
Carbon fiber, Thermoplastic resin, Defects, Surface analysis, Machining
出版物
COMPOSITES PART B-ENGINEERING
Volume 221, Issue -, Pages 109034
出版商
Elsevier BV
发表日期
2021-05-28
DOI
10.1016/j.compositesb.2021.109034
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Machining damage and surface integrity evaluation during milling of UD-CFRP laminates: Dry vs Cryogenic
- (2020) Dhiraj Kumar et al. COMPOSITE STRUCTURES
- Prediction and fitting of weld morphology of Al alloy-CFRP welding-rivet hybrid bonding joint based on GA-BP neural network
- (2020) Hongyang Wang et al. Journal of Manufacturing Processes
- Effect of the cutting speed on the cutting mechanism in machining CFRP
- (2019) Youliang Su COMPOSITE STRUCTURES
- Multi-objective optimization of CFRP drilling parameters with a hybrid method integrating the ANN, NSGA-II and fuzzy C-means
- (2019) Qian Wang et al. COMPOSITE STRUCTURES
- Fractal characterization of surface microtexture of Ti6Al4V subjected to ultrasonic vibration assisted milling
- (2019) Bo Zhao et al. ULTRASONICS
- Roughness scaling extraction method for fractal dimension evaluation based on a single morphological image
- (2018) Feng Feng et al. APPLIED SURFACE SCIENCE
- Multiscale analyses and characterizations of surface topographies
- (2018) Christopher A. Brown et al. CIRP ANNALS-MANUFACTURING TECHNOLOGY
- Cryogenic machining of carbon fiber reinforced plastic (CFRP) composites and the effects of cryogenic treatment on tensile properties: A comparative study
- (2018) Sezer Morkavuk et al. COMPOSITES PART B-ENGINEERING
- Recent advances in carbon-fiber-reinforced thermoplastic composites: A review
- (2018) Shan-Shan Yao et al. COMPOSITES PART B-ENGINEERING
- Analysis of volume ratio of castor/soybean oil mixture on minimum quantity lubrication grinding performance and microstructure evaluation by fractal dimension
- (2018) Shuming Guo et al. INDUSTRIAL CROPS AND PRODUCTS
- Investigations on tool temperature with heat conduction and heat convection in high-speed slot milling of Ti6Al4V
- (2018) Fulin Jiang et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Study on the surface quality of CFRP machined by micro-textured milling tools
- (2018) Yadong Chen et al. Journal of Manufacturing Processes
- Surface integrity while trimming of composite structures: X-ray tomography analysis
- (2018) N. Nguyen-Dinh et al. COMPOSITE STRUCTURES
- Influence of cutting temperature on carbon fiber-reinforced plastic composites in high-speed machining
- (2017) Seok Jae Ha et al. Journal of Mechanical Science and Technology
- Investigation on the surface morphology of Si 3 N 4 ceramics by a new fractal dimension calculation method
- (2016) Juntao Jing et al. APPLIED SURFACE SCIENCE
- The effect of cutting temperature in milling of carbon fiber reinforced polymer composites
- (2016) Haijin Wang et al. COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING
- New strategy for anchorage reliability assessment of GFRP bars to concrete using hybrid artificial neural network with genetic algorithm
- (2016) Fei Yan et al. COMPOSITES PART B-ENGINEERING
- Prediction of surface roughness in slotting of CFRP
- (2016) Souhir Gara et al. MEASUREMENT
- Comparison of surface roughness quality obtained by high speed CNC trimming and high speed robotic trimming for CFRP laminate
- (2016) Mohamed Slamani et al. ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING
- Investigation on three-dimensional surface roughness evaluation of engineering ceramic for rotary ultrasonic grinding machining
- (2015) Shiliang Wei et al. APPLIED SURFACE SCIENCE
- Study on the cutting mechanics characteristics of high-strength UD-CFRP laminates based on orthogonal cutting method
- (2015) Qinglong An et al. COMPOSITE STRUCTURES
- Additive manufacturing of carbon fiber reinforced thermoplastic composites using fused deposition modeling
- (2015) Fuda Ning et al. COMPOSITES PART B-ENGINEERING
- Surface topography analysis and cutting parameters optimization for peripheral milling titanium alloy Ti–6Al–4V
- (2015) Dong Yang et al. INTERNATIONAL JOURNAL OF REFRACTORY METALS & HARD MATERIALS
- Optimization of surface roughness and cutting force during AA7039/Al2O3 metal matrix composites milling using neural networks and Taguchi method
- (2015) Şener Karabulut MEASUREMENT
- Study of the surface defects and dust generated during trimming of CFRP: Influence of tool geometry, machining parameters and cutting speed range
- (2014) Madjid Haddad et al. COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING
- Artificial neural network modeling to effect of reinforcement properties on the physical and mechanical properties of Al2024–B4C composites produced by powder metallurgy
- (2013) Temel Varol et al. COMPOSITES PART B-ENGINEERING
- Fractal analysis of wear topography of brazed polycrystalline cBN abrasive grains during grinding nickel super alloy
- (2013) Q. Miao et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Temperature measurement of cutting tool and machined surface layer in milling of CFRP
- (2013) Takeshi Yashiro et al. INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE
- Multi-objective optimization of cutting parameters in sculptured parts machining based on neural network
- (2013) Li Li et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Technological shifts in surface metrology
- (2012) X. Jane Jiang et al. CIRP ANNALS-MANUFACTURING TECHNOLOGY
- Neural network modelling for shear strength of concrete members reinforced with FRP bars
- (2012) Rizwan Bashir et al. COMPOSITES PART B-ENGINEERING
- Cost estimation of plastic injection molding parts through integration of PSO and BP neural network
- (2012) H.S. Wang et al. EXPERT SYSTEMS WITH APPLICATIONS
- Fractal analysis and atomic force microscopy measurements of surface roughness for Hastelloy C276 substrates and amorphous alumina buffer layers in coated conductors
- (2011) F. Feng et al. APPLIED SURFACE SCIENCE
- Prediction of the ultimate strength of reinforced concrete beams FRP-strengthened in shear using neural networks
- (2010) R. Perera et al. COMPOSITES PART B-ENGINEERING
- Prediction of surface roughness in the end milling machining using Artificial Neural Network
- (2009) Azlan Mohd Zain et al. EXPERT SYSTEMS WITH APPLICATIONS
- Use of atomic force microscopy and fractal geometry to characterize the roughness of nano-, micro-, and ultrafiltration membranes
- (2009) Philip Chuen Yung Wong et al. JOURNAL OF MEMBRANE SCIENCE
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started