Search Results - "Jung, YoonGun"
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Adaptive Volt–Var Control in Smart PV Inverter for Mitigating Voltage Unbalance at PCC Using Multiagent Deep Reinforcement Learning
Published in Applied sciences (01-10-2021)“…Modern distribution networks face an increasing number of challenges in maintaining balanced grid voltages because of the rapid increase in single-phase…”
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Journal Article -
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Recurrent Neural-Network-Based Maximum Frequency Deviation Prediction Using Probability Power Flow Dynamic Tool
Published in IEEE access (2020)“…This paper proposes a recurrent neural network (RNN)-based maximum frequency deviation forecasting model for power systems with high photovoltaic power (PV)…”
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Journal Article -
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Cost Effective Dynamic Multi-Microgrid Formulation Method Using Deep Reinforcement Learning
Published in 2023 IEEE Power & Energy Society General Meeting (PESGM) (16-07-2023)“…This paper proposes an online Dynamic Multi-Microgrid Formulation (DMMF) method using Deep Reinforcement Learning. It aims to reconfigure the microgrid into…”
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Conference Proceeding -
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South Korean Power System Operation and Renewable Integration: Using Artificial Intelligence Applications
Published in IEEE power & energy magazine (01-11-2024)“…South Korea is striving to achieve carbon neutrality in response to global warming. The 2050 Carbon Neutral Promotion Strategy was announced in December 2020;…”
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Magazine Article