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Article

Design of an Integrated Online Testing System for Pressure-Core Characteristics Using an Improved EMD–Wavelet Denoising Algorithm

1
Donghai Laboratory, Zhoushan 316021, China
2
School of Electronic and Information, Hangzhou Dianzi University, Hangzhou 310018, China
3
Guangzhou Marine Geological Survey, Guangzhou 511458, China
*
Author to whom correspondence should be addressed.
J. Mar. Sci. Eng. 2026, 14(11), 1011; https://doi.org/10.3390/jmse14111011
Submission received: 21 April 2026 / Revised: 22 May 2026 / Accepted: 25 May 2026 / Published: 29 May 2026
(This article belongs to the Section Ocean Engineering)

Abstract

Natural gas hydrates are regarded as a vital strategic energy resource for the future owing to their high energy density and clean combustion characteristics. To facilitate research into the physical and mechanical properties of pressure-maintained hydrate samples, this paper presents an integrated multi-parameter online analysis system capable of rapidly measuring the P-wave velocity, electrical resistivity, thermal conductivity, and shear strength of core samples under pressure-maintaining conditions. The system comprises hardware acquisition boards based on ZYNQ and ARM platforms, specialized measurement probes, and comprehensive data acquisition and analysis software. To mitigate the susceptibility of P-wave signals to noise interference, an improved denoising algorithm combining Empirical Mode Decomposition (EMD) and wavelet thresholding is proposed. By employing autocorrelation function analysis, the algorithm identifies the transition boundary between noise-dominated and signal-dominated Intrinsic Mode Functions (IMFs), subsequently applying wavelet soft-thresholding to the noise-dominant components. Experimental results demonstrate that the proposed algorithm achieves a superior signal-to-noise ratio (SNR) compared to traditional EMD methods, particularly under low SNR conditions. System validation indicates measurement accuracies of 3.2% for P-wave velocity at 20 °C, 1.76% for electrical resistivity at 25 °C, and within 7% for both thermal conductivity and shear strength. Furthermore, sea trials conducted aboard the “HAIYANG SHIYOU 708” drilling vessel confirm that the system operates stably and effectively fulfills the requirements for deep-sea core parameter characterization.
Keywords: natural gas hydrates; pressure-maintained cores; integrated multi-parameter online analytical system; improved EMD–wavelet threshold denoising; sea trial verification natural gas hydrates; pressure-maintained cores; integrated multi-parameter online analytical system; improved EMD–wavelet threshold denoising; sea trial verification

Share and Cite

MDPI and ACS Style

Liu, Y.; Nan, L.; Gao, Q.; Chen, J.; Chen, Y.; Sheng, Q.; Tian, L.; Xu, C. Design of an Integrated Online Testing System for Pressure-Core Characteristics Using an Improved EMD–Wavelet Denoising Algorithm. J. Mar. Sci. Eng. 2026, 14, 1011. https://doi.org/10.3390/jmse14111011

AMA Style

Liu Y, Nan L, Gao Q, Chen J, Chen Y, Sheng Q, Tian L, Xu C. Design of an Integrated Online Testing System for Pressure-Core Characteristics Using an Improved EMD–Wavelet Denoising Algorithm. Journal of Marine Science and Engineering. 2026; 14(11):1011. https://doi.org/10.3390/jmse14111011

Chicago/Turabian Style

Liu, Yingjie, Liwen Nan, Qiaoling Gao, Jiawang Chen, Yuankun Chen, Qinghua Sheng, Lieyu Tian, and Chenlu Xu. 2026. "Design of an Integrated Online Testing System for Pressure-Core Characteristics Using an Improved EMD–Wavelet Denoising Algorithm" Journal of Marine Science and Engineering 14, no. 11: 1011. https://doi.org/10.3390/jmse14111011

APA Style

Liu, Y., Nan, L., Gao, Q., Chen, J., Chen, Y., Sheng, Q., Tian, L., & Xu, C. (2026). Design of an Integrated Online Testing System for Pressure-Core Characteristics Using an Improved EMD–Wavelet Denoising Algorithm. Journal of Marine Science and Engineering, 14(11), 1011. https://doi.org/10.3390/jmse14111011

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