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David Mba
birmingham city university
45
H-index
539
Paper Count
7.5K
Citation Count
0
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Published Papers
68
Publication Date
Publication Date
Impact Factor
Citations
Pressure-only diagnosis of external gear pumps via ground-test modality augmentation and physics-guided feature enhancement
Expert Systems with Applications
IF
7.5
2026-02-27
0
PRE
AI
Xiaochuan Li; Jinyang Wang; Juan Xu; Xu Ding; Pengfei Liang; David Mba; Chuan Li
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PGMTKD: A Physics-Guided Multi-Teacher Knowledge Distillation network for external gear pump onboard fault diagnosis with missing modality
Mechanical Systems and Signal Processing
IF
8.9
2025-09-17
0
PRE
AI
Chuan Li; Jinyang Wang; Xiaolong Li; Xiaochuan Li; Juan Xu; David Mba
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Designing of a nonlinearly fused health indicator for incipient fault detection and degradation modelling using quadratic programming
APPLIED ACOUSTICS
IF
3.6
2025-03-01
0
PRE
AI
Li, Xiaochuan; Mao, Yang; Li, Chuan; Mba, David
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Nonlinear weight learning model for incipient fault detection and degradation modelling and its interpretability for fault diagnosis
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2024-04-01
1
PRE
AI
Li, Xiaochuan; Zhen, Shengbing; Yu, Lanlin; Yang, Zhe; Li, Chuan; Mba, David
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Spherical-dynamic time warping - A new method for similarity-based remaining useful life prediction
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2024-03-01
6
PRE
AI
Li, Xiaochuan; Xu, Shuiqing; Yang, Yingjie; Lin, Tianran; Mba, David; Li, Chuan
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A double-layer iterative analytical model for mesh stiffness and load distribution of early-stage cracked gear based on the slicing method
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2023-09-01
12
OA
AI
Yang, Lantao; Wang, Liming; Shao, Yimin; Gu, Fengshou; Ball, Andrew; Mba, David
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An adaptive synchroextracting transform for the analysis of noise contaminated multi-component nonstationary signals
APPLIED ACOUSTICS
IF
3.6
2023-01-01
4
OA
AI
Li, Jiaxin; Mba, David; Li, Xiaochuan; Shang, Yajun; He, Shuai; Lin, Tian Ran
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Dynamic modelling and analysis of cracked gear system with tip relief based on proposed variable-angle deformation energy integration method
NONLINEAR DYNAMICS
IF
6
2022-11-21
9
PRE
AI
Yang, Lantao; Zou, Desheng; Sun, Xiuquan; Wang, Liming; Shao, Yimin; Gu, Fengshou; Ball, Andrew; Mba, David
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Index similarity assisted particle filter for early failure time prediction with applications to turbofan engines and compressors
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2022-11-01
7
OA
AI
Li, Xiaochuan; Lin, Tianran; Yang, Yingjie; Mba, David; Loukopoulos, Panagiotis
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Experimental monitoring of eccentric gears with different mechanical conditions
APPLIED ACOUSTICS
IF
3.6
2022-08-01
3
OA
AI
Elforjani, Mohamed; Mba, David; Salihu, Bello
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Diagnostics and prognostics of planetary gearbox using CWT, auto regression (AR) and K-means algorithm
APPLIED ACOUSTICS
IF
3.6
2021-12-01
25
OA
AI
Manarikkal, Imthiyas; Elasha, Faris; Mba, David
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Just-in-time learning based probabilistic gradient boosting tree for valve failure prognostics
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2021-03-01
16
PRE
AI
Li, Xiaochuan; Mba, David; Lin, Tianran; Yang, Yingjie; Loukopoulos, Panagiotis
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Similarity-based information fusion grey model for remaining useful life prediction of aircraft engines
GREY SYSTEMS-THEORY AND APPLICATION
IF
4.4
2020-10-16
10
OA
AI
Yang, Xiaoyu; Fang, Zhigeng; Li, Xiaochuan; Yang, Yingjie; Mba, David
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Valve Failure Prognostics in Reciprocating Compressors Utilizing Temperature Measurements, PCA-Based Data Fusion, and Probabilistic Algorithms
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
IF
7.2
2020-06-01
25
PRE
AI
Loutas, Theodoros; Eleftheroglou, Nick; Georgoulas, George; Loukopoulos, Panagiotis; Mba, David; Bennett, Ian
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An intelligent diagnostic and prognostic framework for large-scale rotating machinery in the presence of scarce failure data
STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF
5.7
2019-10-29
4
OA
AI
Li, Xiaochuan; Yang, Xiaoyu; Yang, Yingjie; Bennett, Ian; Mba, David
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A novel diagnostic and prognostic framework for incipient fault detection and remaining service life prediction with application to industrial rotating machines
APPLIED SOFT COMPUTING
IF
6.6
2019-09-01
33
OA
AI
Li, Xiaochuan; Yang, Xiaoyu; Yang, Yingjie; Bennett, Ian; Mba, David
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Condition monitoring of rotating machines under time-varying conditions based on adaptive canonical variate analysis
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2019-09-01
24
OA
AI
Li, Xiaochuan; Yang, Yingjie; Bennett, Ian; Mba, David
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Prognosis of a Wind Turbine Gearbox Bearing Using Supervised Machine Learning
SENSORS
IF
3.5
2019-07-12
45
OA
AI
Elasha, Faris; Shanbr, Suliman; Li, Xiaochuan; Mba, David
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Abrupt fault remaining useful life estimation using measurements from a reciprocating compressor valve failure
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2019-04-01
41
OA
AI
Loukopoulos, Panagiotis; Zolkiewski, George; Bennett, Ian; Sampath, Suresh; Pilidis, Pericles; Li, X.; Mba, David
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Canonical variate residuals-based contribution map for slowly evolving faults
JOURNAL OF PROCESS CONTROL
IF
3.9
2019-04-01
22
PRE
AI
Li, Xiaochuan; Yang, Xiaoyu; Yang, Yingjie; Bennett, Ian; Collop, Andy; Mba, David
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Research Directions
The data has not been retrieved yet.
Co-authors
Cooperation Journals
李川
(Chuan Li)
H-index: 68 · Papers: 704
Fengshou Gu
(Fengshou Gu)
H-index: 55 · Papers: 961
邵
邵毅敏
(Yimin Shao)
H-index: 49 · Papers: 278
M
Marshall C. Smart
H-index: 40 · Papers: 268
Y
Yingjie Yang
H-index: 36 · Papers: 262
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