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Volumn 59, Issue 9-12, 2012, Pages 1047-1056

A hybrid algorithm to optimize cutting parameter for machining GFRP composite using alumina cutting tools

Author keywords

Ceramic; GA; GFRP composite; Hybrid algorithm; Neural network; PSO

Indexed keywords

ACCURATE PREDICTION; CERAMIC; CUTTING PARAMETERS; GFRP COMPOSITES; HYBRID ALGORITHMS; HYBRID NEURAL NETWORKS; NEURAL NETWORK MODEL; OPTIMAL CUTTING; ORTHOGONAL DESIGN; PARTICLE SWARM; PSO; TOOL LIFE; UNIT PRODUCTION COST;

EID: 84866844213     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-011-3553-6     Document Type: Article
Times cited : (26)

References (32)
  • 1
    • 33847675397 scopus 로고    scopus 로고
    • Optimizing feedforward artificial neural network architecture
    • Benardos PG, Vosniakos G-C (2007) Optimizing feedforward artificial neural network architecture. Eng Appl Artif Intell 20:365-382
    • (2007) Eng Appl Artif Intell , vol.20 , pp. 365-382
    • Benardos, P.G.1    Vosniakos, G.-C.2
  • 2
    • 58349093492 scopus 로고    scopus 로고
    • Comparison of Bayesian networks and artificial neural networks for quality detection in a machining process
    • Correa M, Bielza C, Pamies-Teixeira J (2009) Comparison of Bayesian networks and artificial neural networks for quality detection in a machining process. Expert Syst Appl 36:7270-7279
    • (2009) Expert Syst Appl , vol.36 , pp. 7270-7279
    • Correa, M.1    Bielza, C.2    Pamies-Teixeira, J.3
  • 3
    • 33644749301 scopus 로고    scopus 로고
    • Approach to optimization of cutting conditions by using artificial neural networks
    • Cus F, Zuperl U (2006) Approach to optimization of cutting conditions by using artificial neural networks. J Mater Process Technol 173:281-290
    • (2006) J Mater Process Technol , vol.173 , pp. 281-290
    • Cus, F.1    Zuperl, U.2
  • 6
    • 78049281342 scopus 로고    scopus 로고
    • Nonlinear continuous multi-response problems: A novel two-phase hybrid genetic based metaheuristic
    • Jamshidi SF, Amiri M, Karimi N (2010) Nonlinear continuous multi-response problems: A novel two-phase hybrid genetic based metaheuristic. Applied Soft Computing 10:1274-1283
    • (2010) Applied Soft Computing , vol.10 , pp. 1274-1283
    • Jamshidi, S.F.1    Amiri, M.2    Karimi, N.3
  • 8
    • 37249009707 scopus 로고    scopus 로고
    • A hybrid genetic algorithm and particle swarm optimization for multimodal functions
    • Kao Yi-Tung, Zahara E (2008) A hybrid genetic algorithm and particle swarm optimization for multimodal functions. Appl Soft Comput 8:849-857
    • (2008) Appl Soft Comput , vol.8 , pp. 849-857
    • Kao, Y.-T.1    Zahara, E.2
  • 9
    • 33749627025 scopus 로고    scopus 로고
    • Particle swarm optimization for global optimization problems
    • Kuo H-C, Chang J-R, Liu C-H (2006) Particle swarm optimization for global optimization problems. J Mar Sci Technol 14 (3):170-181
    • (2006) J Mar Sci Technol , vol.14 , Issue.3 , pp. 170-181
    • Kuo, H.-C.1    Chang, J.-R.2    Liu, C.-H.3
  • 10
    • 0034808321 scopus 로고    scopus 로고
    • Precision machining of glass fibre reinforced plastics with respect to tool characteristics
    • Lee ES (2001) Precision machining of glass fibre reinforced plastics with respect to tool characteristics. Int J Adv Manuf Technol 17:791-798
    • (2001) Int J Adv Manuf Technol , vol.17 , pp. 791-798
    • Lee, E.S.1
  • 11
    • 0037063862 scopus 로고    scopus 로고
    • High speed cutting of Inconel 718 with coated carbide and ceramic inserts
    • Li L, He N, Wang M, Wang ZG (2002) High speed cutting of Inconel 718 with coated carbide and ceramic inserts. J Mater Process Technol 129:127-130
    • (2002) J Mater Process Technol , vol.129 , pp. 127-130
    • Li, L.1    He, N.2    Wang, M.3    Wang, Z.G.4
  • 13
    • 33744544029 scopus 로고    scopus 로고
    • A review of optimization techniques in metal cutting processes
    • Mukherjee I, Ray PK (2006) A review of optimization techniques in metal cutting processes. Comput Ind Eng 50:15-34
    • (2006) Comput Ind Eng , vol.50 , pp. 15-34
    • Mukherjee, I.1    Ray, P.K.2
  • 14
    • 54049094480 scopus 로고    scopus 로고
    • Optimization of machining parameters of Al/SiC-MMC with ANOVA and ANN analysis
    • Muthukrishnan N, Paulo Davim J (2009) Optimization of machining parameters of Al/SiC-MMC with ANOVA and ANN analysis. J Mater Process Technol 209:225-232
    • (2009) J Mater Process Technol , vol.209 , pp. 225-232
    • Muthukrishnan, N.1    Paulo Davim, J.2
  • 15
    • 50149112006 scopus 로고    scopus 로고
    • Comparison of particle swarm optimization and genetic algorithm for FACTS-based controller design
    • Panda S, Padhy NP (2008) Comparison of particle swarm optimization and genetic algorithm for FACTS-based controller design. Appl Soft Comput 8:1418-1427
    • (2008) Appl Soft Comput , vol.8 , pp. 1418-1427
    • Panda, S.1    Padhy, N.P.2
  • 16
    • 51249110866 scopus 로고    scopus 로고
    • Multi-objective optimization of electro-chemical machining process parameters using a particle swarm optimization algorithm
    • Rao RV, Pawar PJ, Shankar R (2008) Multi-objective optimization of electro-chemical machining process parameters using a particle swarm optimization algorithm. J Eng Manuf 122:949-958
    • (2008) J Eng Manuf , vol.122 , pp. 949-958
    • Rao, R.V.1    Pawar, P.J.2    Shankar, R.3
  • 17
    • 62949100279 scopus 로고    scopus 로고
    • Comparison of tool life between ceramic and cubic boron nitride (CBN) cutting tools when machining hardened steels
    • Sahin Y (2009) Comparison of tool life between ceramic and cubic boron nitride (CBN) cutting tools when machining hardened steels. J Mater Process Technol 209:3478-3489
    • (2009) J Mater Process Technol , vol.209 , pp. 3478-3489
    • Sahin, Y.1
  • 18
    • 0037278744 scopus 로고    scopus 로고
    • Machining parameters optimizations for turning cylindrical stock into a continuous finished profile using genetic algorithm (GA) and simulated annealing (SA)
    • Saravanan R, Asokan P, Vijayakumar K (2003) Machining parameters optimizations for turning cylindrical stock into a continuous finished profile using genetic algorithm (GA) and simulated annealing (SA). Int J Adv Manuf Technol 21:1-9
    • (2003) Int J Adv Manuf Technol , vol.21 , pp. 1-9
    • Saravanan, R.1    Asokan, P.2    Vijayakumar, K.3
  • 19
    • 59549087050 scopus 로고    scopus 로고
    • Optimization of friction welding parameters using evolutionary computational techniques
    • Sathiya P, Aravindan S, Narool Haq A, Paneerselvam K (2009) Optimization of friction welding parameters using evolutionary computational techniques. J Mater Process Technol 209(5):2576-2584
    • (2009) J Mater Process Technol , vol.209 , Issue.5 , pp. 2576-2584
    • Sathiya, P.1    Aravindan, S.2    Narool Haq, A.3    Paneerselvam, K.4
  • 20
    • 33751528589 scopus 로고    scopus 로고
    • Machining parameters optimization for alumina based ceramic cutting tools using genetic algorithm
    • Senthil Kumar A, AdamKhan M, Thiraviam R, Sornakumar T (2006) Machining parameters optimization for alumina based ceramic cutting tools using genetic algorithm. Mach Sci Technol 10:471-489
    • (2006) Mach Sci Technol , vol.10 , pp. 471-489
    • Senthil Kumar, A.1    AdamKhan, M.2    Thiraviam, R.3    Sornakumar, T.4
  • 22
    • 28844491764 scopus 로고    scopus 로고
    • Wear behaviour of alumina based ceramic cutting tools on machining steels
    • Senthil Kumar A, Raja Durai A, Sornakumar T (2006) Wear behaviour of alumina based ceramic cutting tools on machining steels. Tribol Int 39:191-197
    • (2006) Tribol Int , vol.39 , pp. 191-197
    • Senthil Kumar, A.1    Raja Durai, A.2    Sornakumar, T.3
  • 23
    • 34548494142 scopus 로고    scopus 로고
    • A neuro-genetic approach for selection of process parameters in abrasive waterjet cutting considering variation in diameter of focusing nozzle
    • Srinivasu DS, Ramesh Babu N (2008) A neuro-genetic approach for selection of process parameters in abrasive waterjet cutting considering variation in diameter of focusing nozzle. Appl Soft Comput 8:809-819
    • (2008) Appl Soft Comput , vol.8 , pp. 809-819
    • Srinivasu, D.S.1    Ramesh Babu, N.2
  • 25
    • 1642335673 scopus 로고    scopus 로고
    • A study of tool life in hot machining using artificial neural networks and regression analysis method
    • Tosun N, Ozler L (2002) A study of tool life in hot machining using artificial neural networks and regression analysis method. J Mater Process Technol 124:99-104
    • (2002) J Mater Process Technol , vol.124 , pp. 99-104
    • Tosun, N.1    Ozler, L.2
  • 26
    • 70649102125 scopus 로고    scopus 로고
    • Parameter optimization of a multi-pass milling process using non-traditional optimization algorithms
    • Venkata Rao R, Pawar PJ (2010) Parameter optimization of a multi-pass milling process using non-traditional optimization algorithms. Appl Soft Comput 10:445-456
    • (2010) Appl Soft Comput , vol.10 , pp. 445-456
    • Venkata Rao, R.1    Pawar, P.J.2
  • 27
    • 0032308324 scopus 로고    scopus 로고
    • Design optimization of cutting parameters for turning operations based on the Taguchi method
    • Yang WH, Tarng YS (1998) Design optimization of cutting parameters for turning operations based on the Taguchi method. J Mater Process Technol 84:122-129
    • (1998) J Mater Process Technol , vol.84 , pp. 122-129
    • Yang, W.H.1    Tarng, Y.S.2
  • 28
    • 77249143297 scopus 로고    scopus 로고
    • Application of GA to optimize cutting conditions for minimizing surface roughness in end milling machining process
    • Zain AM, Haron H, Sharif S (2010) Application of GA to optimize cutting conditions for minimizing surface roughness in end milling machining process. Expert Systems with Applications 37:4650-4659
    • (2010) Expert Systems with Applications , vol.37 , pp. 4650-4659
    • Zain, A.M.1    Haron, H.2    Sharif, S.3
  • 29
    • 71749087451 scopus 로고    scopus 로고
    • Prediction of surface roughness in the end milling machining using artificial neural network
    • Zain AM, Haron H, Sharif S (2010) Prediction of surface roughness in the end milling machining using artificial neural network. Expert Syst Appl 37:1755-1768
    • (2010) Expert Syst Appl , vol.37 , pp. 1755-1768
    • Zain, A.M.1    Haron, H.2    Sharif, S.3
  • 30
    • 33746709926 scopus 로고    scopus 로고
    • PSO-based neural network optimization and its utilization in a boring machine
    • Zhou J, Duan Z, Li Y, Deng J, Daoyuan Yu (2006) PSO-based neural network optimization and its utilization in a boring machine. J Mater Process Technol 178:19-23
    • (2006) J Mater Process Technol , vol.178 , pp. 19-23
    • Zhou, J.1    Duan, Z.2    Li, Y.3    Deng, J.4    Daoyuan, Y.5
  • 31
    • 0037328671 scopus 로고    scopus 로고
    • Optimization of cutting conditions during cutting by using artificial neural networks
    • Zuperl U, Cus F (2003) Optimization of cutting conditions during cutting by using artificial neural networks. Robotics Comput Integr Manuf 19:189-199
    • (2003) Robotics Comput Integr Manuf , vol.19 , pp. 189-199
    • Zuperl, U.1    Cus, F.2
  • 32
    • 10444235721 scopus 로고    scopus 로고
    • A hybrid analyticalneural network approach to the determination of optimal cutting conditions
    • Zuperl U, Cus F, Mursec B, Ploj T (2004) A hybrid analyticalneural network approach to the determination of optimal cutting conditions. J Mater Process Technol 157-158:82-90
    • (2004) J Mater Process Technol , vol.157-158 , pp. 82-90
    • Zuperl, U.1    Cus, F.2    Mursec, B.3    Ploj, T.4


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