Projects per year
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Collaborations from the last five years
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Projects
- 1 Active
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A Digital Twin framework in Microgrids including Renewable Generation and Energy Storage
Safavi, V. (PI), Guerrero, J. M. (Supervisor), Vasquez, J. C. (Supervisor) & Bazmohammadi, N. (Supervisor)
01/08/2021 → 22/02/2025
Project: PhD Project
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Battery State-of-Health Estimation: A Step towards Battery Digital Twins
Safavi, V., Bazmohammadi, N., Vasquez, J. C. & Guerrero, J. M., Feb 2024, In: Electronics. 13, 3, 587.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access11 Citations (Scopus) -
Battery Remaining Useful Life Prediction Using Machine Learning Models: A Comparative Study
Safavi, V., Arash Mohammadi Vaniar, Bazmohammadi, N., Vasquez, J. C. & Guerrero, J. M., Mar 2024, In: Information. 15, 3, 124.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access6 Citations (Scopus) -
Early Prediction of Battery Remaining Useful Life Using CNN-XGBoost Model and Coati Optimization Algorithm
Safavi, V., Mohammadi Vaniar, A., Bazmohammadi, N., Vasquez, J. C., Keysan, O. & Guerrero, J. M., 20 Sept 2024, In: Journal of Energy Storage. 98, Part B, 113176.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile5 Citations (Scopus) -
Battery Life Prediction Using Physics-Based Modeling and Coati Optimization
Safavi, V., Mohammadi Vaniar, A., Bazmohammadi, N., Vasquez, J. C. & Guerrero, J. M., 18 Oct 2024, Energy Informatics - 4th Energy Informatics Academy Conference, EI.A 2024, Proceedings. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (eds.). Kuta, Bali, Indonesia: Springer Nature Switzerland AG, Vol. 15272. p. 303-313 11 p. (Lecture Notes in Computer Science, Vol. 15272).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
1 Citation (Scopus) -
A battery degradation-aware energy management system for agricultural microgrids
Safavi, V., Mohammadi Vaniar, A., Bazmohammadi, N., Vasquez, J. C., Keysan, O. & Guerrero, J. M., 1 Feb 2025, In: Journal of Energy Storage. 108, 115059.Research output: Contribution to journal › Journal article › Research
Open Access
Activities
- 2 Organisation or participation in workshops, courses, seminars, exhibitions or similar
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Typhoon HIL Workshop
Safavi, V. (Participant)
8 Sept 2023Activity: Attending an event › Organisation or participation in workshops, courses, seminars, exhibitions or similar
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Introduction to COMSOL Multiphysics and Battery Modeling with COMSOL
Safavi, V. (Participant)
7 Jun 2023Activity: Attending an event › Organisation or participation in workshops, courses, seminars, exhibitions or similar