Centrifugal pump degradation identification based on GA-GMDH algorithm

Guangxi SUN; Hui CAO; Ziwei ZHANG; Zhenhao MA

doi:10.19693/j.issn.1673-3185.03513

Journals >Chinese Journal of Ship Research >Volume 19 >Issue 5 >Page 254 > Article

Chinese Journal of Ship Research
Vol. 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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DOI: 10.19693/j.issn.1673-3185.03513 Cite this Article

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 Copy Citation Text

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References

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

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

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

[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.

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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