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Two-Stage Volt/Var Control in Active Distribution Networks With Multi-Agent Deep Reinforcement Learning Method

期刊: IEEE TRANSACTIONS ON SMART GRID, 2021; 12 (4)

The high penetration of intermittent renewable energy resources in active distribution networks (ADN) results in a great challenge for the conventiona......

Resilient Control and Analysis for DC Microgrid System Under DoS and Impulsive FDI Attacks

期刊: IEEE TRANSACTIONS ON SMART GRID, 2021; 12 (5)

This paper proposes a resilient controller for DC microgrid to achieve current sharing and voltage restoration under discrete-time false data injectio......

A Unified Distributed Cooperative Control of DC Microgrids Using Consensus Protocol

期刊: IEEE TRANSACTIONS ON SMART GRID, 2021; 12 (3)

In this work, we propose an effective and simple control approach for islanded DC microgrids that allows each distributed generator (DG) to achieve ac......

Cross-Layer Distributed Control Strategy for Cyber Resilient Microgrids

期刊: IEEE TRANSACTIONS ON SMART GRID, 2021; 12 (5)

The widespread adoption of communication and control infrastructures will not only improve the microgrid system performance in normal conditions but a......

Reliability Analyses of Wide-Area Protection System Considering Cyber-Physical System Constraints

期刊: IEEE TRANSACTIONS ON SMART GRID, 2021; 12 (4)

Wide-area measurement, protection and control systems link the cyber power system with the physical power system to realize a cyber-physical power sys......

Capturing Spatio-Temporal Dependencies in the Probabilistic Forecasting of Distribution Locational Marginal Prices

期刊: IEEE TRANSACTIONS ON SMART GRID, 2021; 12 (3)

This article presents a new spatio-temporal framework for the day-ahead probabilistic forecasting of Distribution Locational Marginal Prices (DLMPs). ......

Multiple Line Outage Detection in Power Systems by Sparse Recovery Using Transient Data

期刊: IEEE TRANSACTIONS ON SMART GRID, 2021; 12 (4)

Fast and accurate transmission line outage detection can help the central control unit to respond rapidly to better maintain the security and reliabil......

Efficient Robust Scheduling of Integrated Electricity and Heat Systems: A Direct Constraint Tightening Approach

期刊: IEEE TRANSACTIONS ON SMART GRID, 2021; 12 (4)

Integrated electricity and heat systems facilitate efficient interactions between individual energy sectors for higher renewable energy accommodation.......

Data-Driven Multi-Agent Deep Reinforcement Learning for Distribution System Decentralized Voltage Control With High Penetration of PVs

期刊: IEEE TRANSACTIONS ON SMART GRID, 2021; 12 (5)

This paper proposes a novel model-free/data-driven centralized training and decentralized execution multi-agent deep reinforcement learning (MADRL) fr......

A Reinforcement Learning-Based Decision System for Electricity Pricing Plan Selection by Smart Grid End Users

期刊: IEEE TRANSACTIONS ON SMART GRID, 2021; 12 (3)

With the development of deregulated retail power markets, it is possible for end users equipped with smart meters and controllers to optimize their co......

An Energy Sharing Mechanism Achieving the Same Flexibility as Centralized Dispatch

期刊: IEEE TRANSACTIONS ON SMART GRID, 2021; 12 (4)

Deploying distributed renewable energy at the demand side is an important measure to implement a sustainable society. However, the massive small solar......

Tracking Equilibrium Point Under Real-Time Price-Based Residential Demand Response

期刊: IEEE TRANSACTIONS ON SMART GRID, 2021; 12 (3)

This letter proposes a model for tracking the equilibrium point of the real-time locational marginal price (LMP) based residential demand response pro......

Efficient Real-Time EV Charging Scheduling via Ordinal Optimization

期刊: IEEE TRANSACTIONS ON SMART GRID, 2021; 12 (5)

The surge of plug-in electric vehicles (PEV) on the roads poses the issue to handle the substantial charging demand. Particularly, the operation of ch......

Energy Flow Optimization of Integrated Gas and Power Systems in Continuous Time and Space

期刊: IEEE TRANSACTIONS ON SMART GRID, 2021; 12 (3)

Due to the increasing penetration of gas-fired units and power to gas facilities, the electrical power system and natural gas system are more and more......

Distributed Resilient Optimal Current Sharing Control for an Islanded DC Microgrid Under DoS Attacks

期刊: IEEE TRANSACTIONS ON SMART GRID, 2021; 12 (5)

For DC microgrids (MGs), cyber attacks of distributed secondary control system result in communication faults and thus, cause serious stability and cy......

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