Modeling, Analysis and Control of Hydraulic Actuator for Forging

Part One: Background and Fundamentals.- Introduction.- Literature Survey.- Part Two: Modelling for Forging Load and Processes.- Process/Shape-Decomposition Modeling for Deformation Force.- Online Probabilistic Extreme Learning Machine for Distribution Modeling of Batch Forging Processes.- Multi-level Parameter Identification Approach.- Multi-Experiment-Data Based SVD/NN Modeling Approach.- LS-SVM Modeling Method for a Hydraulic Press Forging Process with Multiple Localized Solutions.- Hybrid Model-Set/Data Online Modeling Approach for Time-Varying Forging.- Part Three: Dynamic Analysis for Forging Processes.- Model-based Dynamic Performance Analysis.- Closed-Loop Dynamic Performance Analysis.- Part Four: Intelligent Control for Complex Forging Processes.- System decomposition based multi-level control.- Intelligent integration control for Time-Varying Forging Process.- Conclusion.

XinJiang Lu received the B.E. and M.E. degrees in the School of Mechanical & Electrical Engineering, Central South University, China, and the Ph.D degree in the Department of Manufacturing Engineering and Engineering Management, City University of Hong Kong. Currently, he is currently a Professor of the School of Mechanical & Electrical Engineering, Central South University. Dr. Lu has broad interest in academic as well as applied research. He has published 1 book with John Wiley & Sons in 2014, and published over 30 SCI journal papers and more than 20 conference papers. As PI, he has taken charge of 8 projects. His current research interests are in modeling and control of hydraulic actuator, data learning, process modeling and control, robust design, integration of design and control. Dr. Lu serves as one of the Editorial Board Members in both International Journal of Industrial and Manufacturing Systems Engineering and International Journal of Computer & Software Engineering. He was awarded New Century Excellent Talents award by the Chinese Ministry of Education in 2013, Hiwin Doctoral Dissertation Award in 2011, Excellent Thesis Award for Master's Degree of both Hunan Province and Central South University respectively in 2007 and 2006. He is a member of IEEE. The list of the selected publications: [1] Lu X.J., Zou W., Huang M.H., A Novel Spatiotemporal LS-SVM Method for Complex Distributed Parameter Systems with Applications to Curing Thermal Process, IEEE Transactions on Industrial Informatics, 12(3), pp.1156 - 1165, 2016. [2] Fan B., Lu X.J*., Huang M.H., A Novel LS-SVM Control for Unknown Nonlinear Systems with Application to Complex Forging Process, Journal of Central South University, 2016 (Accepted) [3] Fan B., Lu X.J*., Li H.X., Probabilistic Inference based Least Squares Support Vector Machine for Modeling under Noisy Environment, IEEE Trans. Systems, Man, and Cybernetics: Systems, 10.1109/TSMC.2016.2531674, 2016. (Accepted) [4] Zhou C.,