Concepedia

Ram Machlev

RM

16

Publications

967

Citations

14

H-Index

2018

Active since

Affiliations

Technion – Israel Institute of Technology(Current)

Tallinn University of Technology

Tel Aviv University

Sami Shamoon College of Engineering

Israel Electric (Israel)

Ram Machlev is an author at Technion – Israel Institute of Technology specializing in engineering, machine learning, and data science.

Top concepts

EngineeringData ScienceMachine LearningSystems EngineeringSmart GridComputer ScienceData MiningPattern RecognitionElectrical EngineeringPower Systems

Publications per year

2018–2024

16

Publications

16

Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities

Ram Machlev, Leena Heistrene, M. Perl et al. · Energy and AI · 2022 · 376 citations · Full text

Effects of the COVID-19 Pandemic on Energy Systems and Electric Power Grids—A Review of the Challenges Ahead

Aviad Navon, Ram Machlev, David Carmon et al. · Energies · 2021 · 86 citations · Full text

Engineering, Covid-19 Epidemiology, Energy Systems +20

Modified Cross-Entropy Method for Classification of Events in NILM Systems

Ram Machlev, Yoash Levron, Yuval Beck · IEEE Transactions on Smart Grid · 2018 · 61 citations

Engineering, Machine Learning, Energy Efficiency +27

Measuring Explainability and Trustworthiness of Power Quality Disturbances Classifiers Using XAI—Explainable Artificial Intelligence

Ram Machlev, M. Perl, Juri Belikov et al. · IEEE Transactions on Industrial Informatics · 2021 · 58 citations

Artificial Intelligence, Engineering, Machine Learning +23

Open source dataset generator for power quality disturbances with deep-learning reference classifiers

Ram Machlev, A. Chachkes, Juri Belikov et al. · Electric Power Systems Research · 2021 · 56 citations

Data Generation, Deep-learning Reference Classifiers, Engineering +8

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