Search Results - "Levron, Y."

Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities by Machlev, R., Heistrene, L., Perl, M., Levy, K.Y., Belikov, J., Mannor, S., Levron, Y.

“…Despite widespread adoption and outstanding performance, machine learning models are considered as “black boxes”, since it is very difficult to understand how…”
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Open source dataset generator for power quality disturbances with deep-learning reference classifiers by Machlev, R., Chachkes, A., Belikov, J., Beck, Y., Levron, Y.

“…•A core obstacle that prevents the direct comparison of power quality disturbances classification techniques is the lack of a standard database that can be…”
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Constrained Intelligent Frequency Control in an AC Microgrid: An Online Reinforcement Learning Based PID Tuning Approach by Nosrati, K., Tepljakov, A., Petlenkov, E., Skiparev, V., Belikov, J., Levron, Y.

“…Variable output power in isolated microgrids (MGs) threatens frequency stability and may even degrade power quality. In response, intelligent control methods…”
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Explaining the Decisions of Deep Learning Models for Load Disaggregation (NILM) Based on XAI by Machlev, R., Malka, A., Perl, M., Levron, Y., Belikov, J.

“…Non-Intrusive Load Monitoring (NILM) techniques estimate the consumption of individual appliances in a household or facility, based on readings of a…”
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Maximum Power Point Tracking Employing Sliding Mode Control by Levron, Y., Shmilovitz, D.

“…A fast and unconditionally stable maximum power point tracking scheme with high tracking efficiency is proposed for photovoltaic generators. The fast dynamics…”
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Coordinated PI-based frequency deviation control of isolated hybrid microgrid: An online multi-agent tuning approach via reinforcement learning by Nosrati, K., Tepljakov, A., Petlenkov, E., Levron, Y., Skiparev, V., Belikov, J.

“…Numerous remote area applications welcome standalone renewable energy power generation systems or isolated microgrids (MGs). Due to the nature of solar and…”
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MO-NILM: A multi-objective evolutionary algorithm for NILM classification by Machlev, Ram, Belikov, Juri, Beck, Yuval, Levron, Yoash

“…Non-intrusive load monitoring (NILM) techniques estimate the consumption of individual appliances in a household or facility, based on readings of a…”
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Performance of Power-Limited Differential Power Processing Architectures in Mismatched PV Systems by Olalla, Carlos, Deline, Christopher, Clement, Daniel, Levron, Yoash, Rodriguez, Miguel, Maksimovic, Dragan

“…Differential power processing (DPP) architectures employ distributed, low power processing, submodule-integrated converters to mitigate mismatches in…”
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Distributed storage placement policy for minimizing frequency deviations: A combinatorial optimization approach based on enhanced cross-entropy method by Machlev, R., Chowdhury, N.R., Belikov, J., Levron, Y.

“…•The paper addresses the challenge of allocating storage units to minimize frequency deviations.•The Cross-Entropy (CE) method is used for finding the optimal…”
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Dynamic modeling and stability analysis of power networks using dq 0 transformations with a unified reference frame by Belikov, J, Levron, Y

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Dynamic modeling and stability analysis of power networks using dq 0 transformations with a unified reference frame by Belikov, J, Levron, Y

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High Weighted Efficiency in Single-Phase Solar Inverters by a Variable-Frequency Peak Current Controller by Levron, Yoash, Erickson, Robert W.

“…This paper discusses a control method that achieves high weighted efficiency in solar microinverters. A challenge in microinverters is to achieve high…”
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Bus Voltage Control With Zero Distortion and High Bandwidth for Single-Phase Solar Inverters by Levron, Yoash, Canaday, Sebastian, Erickson, Robert W.

“…Single-phase inverters must include an energy storage device, typically a high-voltage bus capacitor, to match the inverter constant input power to its…”
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A review of optimal control methods for energy storage systems - energy trading, energy balancing and electric vehicles by Machlev, R., Zargari, N., Chowdhury, N.R., Belikov, J., Levron, Y.

“…•This paper reviews the latest directions and trends related to optimal control of storage systems.•We focus on the most popular optimal control strategies…”
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Design of EMI Filters Having Low Harmonic Distortion in High-Power-Factor Converters by Levron, Yoash, Hyeokjin Kim, Erickson, Robert W.

“…This paper studies how electromagnetic interference (EMI) filters affect the harmonic distortion in high-power-factor converters. The EMI filter presents a…”
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A Power Management Strategy for Minimization of Energy Storage Reservoirs in Wireless Systems With Energy Harvesting by Levron, Y, Shmilovitz, D, Martínez-Salamero, Luis

“…Wireless transmission systems fed by ambient harvested energy power sources can operate continuously, without needing battery replacement. Such systems are…”
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Preservation of ovarian function and fertility in women and men undergoing anti-cancer therapy by Kreiser, D, Seidman, D S, Levron, Y, Dor, Y

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Sliding mode control of photovoltaic module integrated buck-boost converters by Levron, Y., Shmilovitz, D.

“…Module integrated converters (MIC) enhance the energy capture of photovoltaic modules under mismatch conditions. It seems that the H-bridge based buck-boost…”
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On the maximum power of systems consisting of multiple sources by Levron, Y., Shmilovitz, D.

“…The power flow in systems that contain a plurality of power sources and loads is investigated. Matching matching topologies are derived which allow for optimal…”
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