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Journal Articles

Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers

Jatin Prakash, Ankur Miglani, P. K. Kankar
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041005.
Paper No: JCISE-22-1187
DOI: https://doi.org/10.1115/1.4056365
Published Online: January 9, 2023
...Jatin Prakash; Ankur Miglani; P. K. Kankar Hydraulic pumps are key drivers of fluid power-based machines and demand high reliability during operation. Internal leakage is a key performance deteriorating fault that reduces pump’s efficiency and limits its predictability and reliability. Thus...
View Article titled, Internal Leakage Detection in <span class="search-highlight">Hydraulic</span> <span class="search-highlight">Pump</span> Using Model-Agnostic Feature Ranking and Ensemble Classifiers
Click here to open pdf in another window PDF for Internal Leakage Detection in <span class="search-highlight">Hydraulic</span> <span class="search-highlight">Pump</span> Using Model-Agnostic Feature Ranking and Ensemble Classifiers
Topics: Entropy, Hydraulic pumps, Leakage, Machine learning, Signals, Optimization, Algorithms, Composite materials
Includes: Supplementary data