DocumentCode :
2008605
Title :
Neuron Based Control of Main Engine Cooling Water Temperature
Author :
Xu, Xiaoyan ; He, Min ; Zheng, Huayao
Author_Institution :
Shanghai Maritime Univ., Shanghai
fYear :
2007
fDate :
May 30 2007-June 1 2007
Firstpage :
2293
Lastpage :
2296
Abstract :
Firstly, a mathematical model of main engine cooling water temperature regulation system is established according to the working principle of the high temperature fresh water cooling system. Secondly, the aforementioned system is chosen as the research object and a neuron-based adaptive control system is applied to regulate the temperature of cooling water. According to the algorithm of the control system, the neuron makes self-organizing through modification of its weighted values, and the weighted values are determined through correlative search. Additionally, a smoothing factor is applied during the modification of the weighted values, which makes the procedure of the weighted value modification more smoothly. The experimental results show that the dynamic property of the cooling water temperature regulation process is good and the neuron-based adaptive control system is suitable for control of main engine cooling water temperature.
Keywords :
adaptive control; cooling; engines; neurocontrollers; regulation; self-adjusting systems; ships; temperature control; water; high temperature fresh water cooling system; marine main engine cooling water temperature regulation system; mathematical model; neuron-based adaptive control system; self-organizing; ship; smoothing factor; Adaptive control; Automatic control; Control systems; Cooling; Engine cylinders; Heat engines; Neurons; Ocean temperature; Temperature control; Water; adaptive control; cooling water temperature regulation; dynamic propertics; mathematical model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Automation, 2007. ICCA 2007. IEEE International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4244-0818-4
Electronic_ISBN :
978-1-4244-0818-4
Type :
conf
DOI :
10.1109/ICCA.2007.4376770
Filename :
4376770
Link To Document :
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