Improvement in Efficiency and Reliability for Diesel-Electric Propulsion Based Marine Vessels Using Genetic Algorithm

被引：0
|
作者：
Chai, Merlin [1 ]
Reddy, B. Dastagiri [1 ]
Sobrayen, Lingeshwaren [1 ]
Panda, Sanjib Kumar [1 ]
Die, Wu [2 ]
Chen Xiaoqing [2 ]
机构：
[1] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore, Singapore
[2] Singapore Technol Marine Ltd, Singapore, Singapore
来源：
2016 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO, ASIA-PACIFIC (ITEC ASIA-PACIFIC) | 2016年
关键词：
diesel-electric; effiency; genetic algorithm; marine power system; reliability;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper proposes the use of genetic algorithm (GA) for the loading of the diesel generators in a diesel-electrical propulsion based diving support vessel (DSV). The brake specific fuel consumption data is obtained for the diesel generators onboard the DSV and the specific fuel capacity is derived for operation at 1800rpm. Sixth-order spline interpolation is used to obtain the equation for the specific fuel capacity. GA is then applied to optimize the fuel consumption of the diesel generators for four operation modes: transit, manoeuvring, dynamic positioning, and dive operation. The fuel consumption using GA is then compared to that with the conventional method of equally loading the diesel generators. The failure rate and the reliability of the DSV diesel-electric propulsion system are then calculate to verify the impact of applying GA for the diesel-electric propulsion system.
引用
收藏
页码：180 / 184
页数：5
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