Researching | Centrifugal pump degradation identification based on GA-GMDH algorithm

Chinese Journal of Ship Research, Volume. 19, Issue 5, 254(2024)

Centrifugal pump degradation identification based on GA-GMDH algorithm

Guangxi SUN¹, Hui CAO^1,2, Ziwei ZHANG¹, and Zhenhao MA¹

Author Affiliations

¹Marine Engineering College, Dalian Maritime University, Dalian 116026, China

²Dalian Maritime University Smart Ship Limited Company, Dalian 116026, China

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[7] CAO R J, YUAN J P, ZHAO F et al. Probability-driven identification mechanism for degradation of magnetic drive pumps[J]. Measurement Science and Technology, 33, 115302(2022).

[8] GUO R, LIU Y T, ZHAO Z Q et al. Research on degradation state recognition of axial piston pump under variable rotating speed[J]. Processes, 10, 1078(2022).

[14] OH S K, PEDRYCZ W. The design of self-organizing neural networks based on PNs and FPNs with the aid of genetic optimization and extended GMDH method[J]. International Journal of Approximate Reasoning, 43, 26-58(2006).

[15] [15] SAKAGUCHI A, YAMAMOTO T. A design of predictive PID control systems using GA GMDH wk[C]International Conference on Control Applications. Glasgow: IEEE, 2002: 266271.

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Guangxi SUN, Hui CAO, Ziwei ZHANG, Zhenhao MA. Centrifugal pump degradation identification based on GA-GMDH algorithm[J]. Chinese Journal of Ship Research, 2024, 19(5): 254

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Paper Information

Category: Marine Machinery, Electrical Equipment and Automation

Received: Aug. 15, 2023

Accepted: --

Published Online: Mar. 14, 2025

The Author Email:

DOI:10.19693/j.issn.1673-3185.03513

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