Chinese Journal of Lasers, Volume. 38, Issue 2, 203003(2011)
Optimization of Laser Cladding Process Variables Based on Neural Network and Particle Swarm Optimization Algorithms
[4] [4] Zhang Shuangyin, Lin Xin, Chen Jing et al.. Influence of processing parameter on the microstructure and forming characterizations of Ti-6Al-4V titanium alloy after laser rapid forming processing[J]. Rare Metal Materials and Engineering, 2007, 36(10): 1839~1843
[5] [5] Xia Renbo, Liu Weijun, Wang Yuechao. Factors affecting precision during laser direct manufacturing metallic components and advances in research about their closed-loop control system[J]. Mechanical Science and Technology, 2004, 23(9): 1085~1089
[6] [6] V. Ocelík, U. de Oliveira, M. de Boer et al.. Thick Co-based coating on cast iron by side laser cladding: Analysis of processing conditions and coating properties[J]. Surface & Coatings Technology, 2007, 201(12): 5875~5883
[9] [9] Ding Zhouhua, Zheng Qiguang, Tong Xinglin et al.. Optimizing of laser cladding parameters of Co-based hard alloy coating based on artificial neural networks[J]. J. Optoelectronics·Laser, 2004, 15(3): 352~355
[10] [10] Jiang Shujuan, Liu Weijun, Nan Liangliang. Laser cladding height prediction based on neural network[J]. Journal of Mechanical Engineering, 2009, 45(3): 269~274
[11] [11] Masoud Alimardani, Ehsan Toyserkani. Prediction of laser solid freeform fabrication using neuro-fuzzy method[J]. Applied Soft Computing, 2008, 8(1): 316~323
[12] [12] Jialin Zhou, Zhengcheng Duan, Yong Li et al.. PSO-based neural network optimization and its utilization in a boring machine[J]. Journal of Materials Processing Technology, 2006, 178(1-3): 19~23
[13] [13] Zheng Jinxing. Application of particle-swarm-optimization-trained artificial neural network in high speed milling force modeling[J]. Computer Integrated Manufacturing Systems, 2008, 14(9): 1710~1716
[14] [14] Jingru Zhang, Jun Zhang, Tatming Lok et al.. A hybrid particle swarm optimization-back-propagation algorithm for feedforward neural network training[J]. Applied Mathematics and Computation, 2007, 185(2): 1026~1037
[15] [15] Xia Kewen, Li Changbiao, Shen Junyi. An optimization algorithm on the number of hidden layer nodes in feed-forward neural network[J]. Computer Science, 2005, 32(10): 143~145
Get Citation
Copy Citation Text
Ni Libin, Liu Jichang, Wu Yaoting, Yan Cuo. Optimization of Laser Cladding Process Variables Based on Neural Network and Particle Swarm Optimization Algorithms[J]. Chinese Journal of Lasers, 2011, 38(2): 203003
Category: laser manufacturing
Received: Jun. 22, 2010
Accepted: --
Published Online: Jan. 14, 2011
The Author Email: Libin Ni (nilibin314@163.com)