The characteristic simulated study of gas consumption for PG9171E gas turbine based on LS-SVM

Huadian Technology ›› 2010, Vol. 32 ›› Issue (5): 14-17.

• 研究与开发 • Previous Articles Next Articles

The characteristic simulated study of gas consumption for PG9171E gas turbine based on LS-SVM

CHEN Yonggang1,2

.The Automation Department of Shanghai Jiaotong University, Shanghai 200030, China; 2.Shanghai Fengxian Gas Turbine Power Generation Corporation Limited, Shanghai 201403, China

Received:1900-01-01 Revised:1900-01-01 Published:2010-05-25

Abstract

Abstract: Using the LS-SVM method, the high accuracy fit study of the gasconsumption characteristics of PG9171E gas turbine manufactured by CE was carried out. The result was compared with that obtained by the traditional least square method. It is shown by the simulation and the experiment result that under the conditions of the gas turbine with varying temperature and varying load, the fitted result of the gas consumption obtained by LS-SVM method is more accurate.
Key words:LS-SVM (Least Square-Support Vector Machine); gas turbine; gas consumption; characteristics analysis; modeling method

Key words: LS-SVM (Least Square-Support Vector Machine), gas turbine, gas consumption, characteristics analysis, modeling method

CHEN Yonggang;. The characteristic simulated study of gas consumption for PG9171E gas turbine based on LS-SVM[J]. Huadian Technology, 2010, 32(5): 14-17.

[1]	MO Jihang, MIAO Yanshu, CHEN Changrui, ZHANG Xiaomeng, NI Long. Experimental study on factors influencing flue gas emissions of gas engine-driven heat pumps [J]. Integrated Intelligent Energy, 2023, 45(4): 35-40.
[2]	KONG Zhenyu, LI Hongzhong. Reliability evaluation on an integrated electric-gas system considering multiple evaluation indexes [J]. Integrated Intelligent Energy, 2023, 45(2): 37-43.
[3]	GENG Zhi, CHEN Keyu, LIU Yuanyuan, ZHANG Bin, WANG Jianli, SHI Tianqing, LI Fang, GU Yujiong. Complementarity analysis of solar energy and gas turbine combined cycle [J]. Integrated Intelligent Energy, 2023, 45(12): 79-86.
[4]	WU Dongye, YANG Di, JIN Xu, HONG Wenpeng, YE Shaoyi, ZHAO Xiaoming. Power flow models and calculation methods applied in integrated energy systems [J]. Integrated Intelligent Energy, 2023, 45(10): 70-81.
[5]	WANG Li, LI Bei, ZHANG Fan, CHEN Jinwei. Temperature control for a SOFC-GT hybrid power system based on gain scheduling model predictive control [J]. Integrated Intelligent Energy, 2022, 44(10): 42-49.
[6]	WEI Shuzhou, LI Bingfa, SUN Chenyang, ZHOU Xing, WANG Yalong, ZOU Yifan, DENG Jingmin, WANG Jinxing. Research progress of compressed air energy storage and its coupling power generation [J]. Huadian Technology, 2021, 43(7): 9-16.
[7]	WANG Dongzhen，GE Leijiao. Optimization strategy of multiple output cables samephase parallel operation for gas turbine generators [J]. Huadian Technology, 2020, 42(6): 52-56.
[8]	GAO Yong，TIAN Xin，WU Yinchen. Evaluation of prefilter improvement effect of gas turbine air intake filtration system [J]. Huadian Technology, 2020, 42(6): 57-61.
[9]	WANG Qingwu，WEI Mingxiang，ZHANG Junwei，WANG Jinqin. Preliminary design of combustion chambers of micro gas turbines [J]. Huadian Technology, 2020, 42(5): 24-30.
[10]	DING Yang，HAO Jiangang，XIE Daxing. Numerical analysis on 9E gas turbine DLN1.0 combustion system [J]. Huadian Technology, 2020, 42(5): 31-36.
[11]	ZHU Yadi，LI Chen，XIE Daxing，XU Tingting. Energy efficiency indicator modification and benchmarking management for gas turbine units [J]. Huadian Technology, 2020, 42(5): 37-42.
[12]	LIU Zhimin1,2, DING Yang1, XU Tingting1,BAI Yunshan1. Research on gas turbine combustion pressure fluctuation and the key technologies for its measurement [J]. Huadian Technology, 2019, 41(9): 1-5.
[13]	LIU Ming1，ZHU Weixiong2，DING Yongneng2，BAI Jia1. Analysis of temperature field and thermal stress of hightemperature steam pipe elbow in startup stage [J]. Huadian Technology, 2019, 41(9): 18-21.
[14]	DING Yang，LIU Zhimin，XU Tingting. Comparison of DLN1.0+ and LEC-NextGen combustion system [J]. Huadian Technology, 2019, 41(8): 6-10.
[15]	BAI Yunshan，TIAN Xin，LIU Zhimin. Research on update interval optimization model of gas turbine inlet filtration system [J]. Huadian Technology, 2019, 41(8): 11-14.

The characteristic simulated study of gas consumption for PG9171E gas turbine based on LS-SVM

Knowledge

Cited

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments