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Mo'ath El-Dalahmeh

University of Warwick

SCHOLARLY PAPERS

3

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104

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Combining Calendar and Cycle Aging for State of Health Estimation of Lithium-Ion Batteries Using Long Short-Term Memory Networks and Transfer Learning

Number of pages: 38 Posted: 28 May 2025
Mo'ath El-Dalahmeh, Sridhar Ayyapureddi, Manlio Valerio Morganti, Mohan Kumar Tirukoti, Thomas Grandjean, Mohamed A.A. Mohamed and Mona Faraji Niri
University of Warwick, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Warwick, affiliation not provided to SSRN and University of Warwick
Downloads 48 (1,086,013)

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Lithium-ion Battery, State of Health, Ageing prognostics, LSTM, Transfer 
Learning, Battery Management Systems

2.

LiRUL: A Hybrid and Lightweight Learning Framework for RUL Prediction on Edge Devices

Number of pages: 26 Posted: 16 Oct 2025
jaber pournazari, Mo'ath El-Dalahmeh, Ahmed Al-Dubai, Xiaodong Liu, Dong-Hwan Park, James Marco, Truong Dinh, Jung-Hoon Ahn and Mona Faraji Niri
Edinburgh Napier University, University of Warwick, Edinburgh Napier University, Edinburgh Napier University, Korea Electronics Technology Institute, University of Warwick, University of Warwick, Korea Electronics Technology Institute and University of Warwick
Downloads 44 (1,133,231)

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Lithium-ion battery, Remaining Useful Life (RUL), Edge computing, Machine learning, Deep learning, Battery degradation

3.

Adaptive State‑of‑Charge Estimation for Lithium‑Ion Batteries Using Optimised Filtering and Machine Learning

Number of pages: 13 Posted: 13 May 2026
Mohamed Ali Abdelgaliel Mohamed, Tung Fai Yu, Mo'ath El-Dalahmeh, Truong Bui, Burak Celen, Mona Faraji Niri and Thomas Grandjean
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Warwick, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Warwick and University of Warwick
Downloads 12 (1,526,714)

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Lithium-ion batteries, Forgetting factor recursive least square, Unscented Kalman filter. Electric vehicle