Temperature Control Algorithm of Induction Heating CFRP
XU Jia-zhong1， ZHAO Hui1， FU Tian-yu2， ZHANG Cheng-dong1
1. School of Automation， Harbin University of Science and Technology， Harbin 150080， China; 2. School of Mechanical and Power Engineering， Harbin University of Science and Technology， Harbin 150080， China.
XU Jia-zhong， ZHAO Hui， FU Tian-yu， ZHANG Cheng-dong. Temperature Control Algorithm of Induction Heating CFRP[J]. Journal of Northeastern University(Natural Science), 2022, 43(1): 17-24.
[1]Karatas M A，Gkkaya H.A review on machinability of carbon fiber reinforced polymer (CFRP) and glass fiber reinforced polymer (GFRP) composite materials［J］.Defence Technology，2018，14(4):318-326. [2]Das T K，Ghosh P，Das N C.Preparation，development，outcomes，and application versatility of carbon fiber-based polymer composites:a review［J］.Advanced Composites and Hybrid Materials，2019，2(2):214-233. [3]Schieler O，Beier U，Mitschang P.Control of the through thickness temperature distribution in carbon composite aerospace parts during induction welding［J］.Journal of Thermoplastic Composite Materials，2017，31(12):1587-1608. [4]Frogner K，Cedell T，Andersson M.Induction heating using a 2-phase travelling wave setup［J］.International Journal of Applied Electromagnetics & Mechanics，2014，44(2):217-226. [5]Lundstrm F，Frogner K，Andersson M.A numerical model to analyse the temperature distribution in cross-ply CFRP during induction heating［J］.Composites Part B:Engineering，2020，202:108419. [6]Ravari A R N，Taghirad H D.A novel hybrid fuzzy-PID controller for tracking control of robot manipulators［C］//IEEE International Conference on Robotics and Biomimetics.Bangkok，Thailand，2009:1625-1630. [7]Howell M N，Best M C.On-line PID tuning for engine idle-speed control using continuous action reinforcement learning automata［J］.Control Engineering Practice，2000，8(2):147-154. [8]Meshram P M，Kanojiya R G.Tuning of PID controller using Ziegler-Nichols method for speed control of DC motor［C］// International Conference on Advances in Engineering，Science and Management (ICAESM).Nagapattinam:IEEE，2012:117-122. [9]Duan H B，Wang D B，Yu X F.Novel approach to nonlinear PID parameter optimization using ant colony optimization algorithm［J］.Journal of Bionic Engineering，2006，3(2):73-78. [10]Varol H A，Bingul Z.A new PID tuning technique using ant algorithm［C］// Proceedings of the 2004 American Control Conference.Boston，2004:2154-2159 . [11]Boubertakh H，Tadjine M，Glorennec P Y.Tuning fuzzy PD and PI controllers using reinforcement learning［J］.ISA Transactions，2010，49(4):543-551. [12]Aghaei V T，Onat A，Eksin I，et al.Fuzzy PID controller design using Q-learning algorithm with a manipulated reward function［C］// European Control Conference (ECC).Linz，Austria，2015:2502-2507. [13]Wen X，Wang J.Fuzzy PID controller based on improved neural network for satellite attitude［C］//The Fifth International Conference on Instrumentation and Measurement，Computer，Communication and Control (IMCCC).Qinhuangdao，2015:1206-1211. [14]Soyguder S，Alli H.Fuzzy adaptive control for the actuators position control and modeling of an expert system［J］.Expert Systems with Applications，2010，37(3):2072-2080.
