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R

Ram Machlev

Technion Israel Institute of Technology

15H-index
38Paper Count
1.4KCitation Count
Published Papers 21
Publication Date
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Technical Challenges of AI Data Center Integration into Power Grids—A Survey
errEnergies 2026, Vol. 19, Page 137
IF3.2
err2025-12-27
err0
errOAAI
errElinor Ginzburg-Ganz; Pavel Lifshits; Ram Machlev; Juri Belikov; Ziv Krieger; Yoash Levron
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errSave
Improving robustness of transformers for power quality disturbance classification via optimized relevance maps
errEngineering Applications of Artificial Intelligence
IF8
err2025-09-03
err0
errOAAI
errItamar Kapuza; Elinor Ginzburg-Ganz; Ram Machlev; Yoash Levron
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errSave
Statistical Foundations of Generative AI for Optimal Control Problems in Power Systems: Comprehensive Review and Future Directions
errENERGIES
IF3.2
err2025-05-11
err0
errOAAI
errGinzburg-Ganz, Elinor; Horodi, Eden Dina; Shadafny, Omar; Savir, Uri; Machlev, Ram; Levron, Yoash
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errSave
EV battery fault diagnostics and prognostics using deep learning: Review, challenges & opportunities
errJOURNAL OF ENERGY STORAGE
IF9.8
err2024-04-01
err9
PREAI
errMachlev, Ram
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errSave
PMU placement for fault line location using neural additive models-A global XAI technique
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2024-01-01
err4
errOAAI
errPerl, Michael; Sun, Zhenglong; Machlev, Ram; Belikov, Juri; Levy, Kfir Yehuda; Levron, Yoash
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errSave
Explainability-based Trust Algorithm for electricity price forecasting models
errENERGY AND AI
IF9.6
err2023-10-01
err3
errOAAI
errHeistrene, Leena; Machlev, Ram; Perl, Michael; Belikov, Juri; Baimel, Dmitry; Levy, Kfir; Mannor, Shie; Levron, Yoash
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errSave
A new resonant fault current limiter for improved wind turbine transient stability
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2023-10-01
err2
PREAI
errDemin, Slava; Sitbon, Moshe; Aharon, Ilan; Barbi, Eli; Machlev, Ram; Belikov, Juri; Levron, Yoash; Baimel, Dmitry
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errSave
A public data-set for synchronous motor electrical faults diagnosis with CNN and LSTM reference classifiers
errENERGY AND AI
IF9.6
err2023-10-01
err14
errOAAI
errSun, Zhenglong; Machlev, Ram; Wang, Qianchao; Belikov, Juri; Levron, Yoash; Baimel, Dmitry
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errSave
Neural Architecture Search (NAS) for designing optimal power quality disturbance classifiers
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2023-10-01
err3
PREAI
errWang, Qianchao; Kapuza, Itamar; Baimel, Dmitry; Belikov, Juri; Levron, Yoash; Machlev, Ram
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errSave
Explaining the decisions of power quality disturbance classifiers using latent space features
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2023-06-01
err4
PREAI
errMachlev, Ram; Perl, Michael; Caciularu, Avi; Belikov, Juri; Levy, Kfir Yehuda; Levron, Yoash
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errSave
Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI)
errSENSORS
IF3.5
err2022-08-23
err16
errOAAI
errMeas, Molika; Machlev, Ram; Kose, Ahmet; Tepljakov, Aleksei; Loo, Lauri; Levron, Yoash; Petlenkov, Eduard; Belikov, Juri
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errSave
Measuring Explainability and Trustworthiness of Power Quality Disturbances Classifiers Using XAI-Explainable Artificial Intelligence
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2022-08-01
err31
PREAI
errMachlev, Ram; Perl, Michael; Belikov, Juri; Levy, Kfir Yehuda; Levron, Yoash
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errSave
Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities
errENERGY AND AI
IF9.6
err2022-08-01
err143
errOAAI
errMachlev, R.; Heistrene, L.; Perl, M.; Levy, K. Y.; Belikov, J.; Mannor, S.; Levron, Y.
errShare
errSave
Distributed storage placement policy for minimizing frequency deviations: A combinatorial optimization approach based on enhanced cross-entropy method
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2022-01-01
err6
errOAAI
errMachlev, R.; Chowdhury, N. R.; Belikov, J.; Levron, Y.
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errSave
Open source dataset generator for power quality disturbances with deep-learning reference classifiers
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2021-06-01
err32
PREAI
errMachlev, R.; Chachkes, A.; Belikov, J.; Beck, Y.; Levron, Y.
errShare
errSave
Virtual Inertia Control Methods in Islanded Microgrids
errENERGIES
IF3.2
err2021-03-11
err25
errOAAI
errSkiparev, Vjatseslav; Machlev, Ram; Chowdhury, Nilanjan Roy; Levron, Yoash; Petlenkov, Eduard; Belikov, Juri
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errSave
A review of optimal control methods for energy storage systems - energy trading, energy balancing and electric vehicles
errJOURNAL OF ENERGY STORAGE
IF9.8
err2020-12-01
err32
PREAI
errMachlev, R.; Zargari, N.; Chowdhury, N. R.; Belikov, J.; Levron, Y.
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errSave
Dimension reduction for NILM classification based on principle component analysis
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2020-10-01
err30
PREAI
errMachlev, Ram; Tolkachov, Dmitri; Levron, Yoash; Beck, Yuval
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errSave
Readiness of Small Energy Markets and Electric Power Grids to Global Health Crises: Lessons From the COVID-19 Pandemic
errIEEE ACCESS
IF3.6
err2020-01-01
err34
errOAAI
errCarmon, David; Navon, Aviad; Machlev, Ram; Belikov, Juri; Levron, Yoash
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errSave
MO-NILM: A multi-objective evolutionary algorithm for NILM classification
errENERGY AND BUILDINGS
IF7.1
err2019-09-01
err30
PREAI
errMachlev, Ram; Belikov, Juri; Beck, Yuval; Levron, Yoash
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
S
Shie Mannor
H-index: 61 · Papers: 593
Y
Yoash Levron
H-index: 36 · Papers: 177
J
Juri Belikov
H-index: 33 · Papers: 272
E
Eduard Petlenkov
H-index: 29 · Papers: 290
A
Aleksei Tepljakov
H-index: 25 · Papers: 154
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