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Data-Driven Chance-Constrained Optimal Gas-Power Flow Calculation: A Bayesian Nonparametric Approach

期刊: IEEE TRANSACTIONS ON POWER SYSTEMS, 2021; 36 (5)

This paper proposes a data-driven chance-constrained optimal gas-power flow (OGPF) calculation method without any prior assumption on the distribution......

Game-Theoretic Demand Side Management of Thermostatically Controlled Loads for Smoothing Tie-Line Power of Microgrids

期刊: IEEE TRANSACTIONS ON POWER SYSTEMS, 2021; 36 (5)

Thermostatically controlled loads (TCLs) are regarded as one of the promising resources for suppressing power fluctuations due to renewable energy (RE......

Deep Learning Based Densely Connected Network for Load Forecasting

期刊: IEEE TRANSACTIONS ON POWER SYSTEMS, 2021; 36 (4)

Load forecasting is of crucial importance for operations of electric power systems. In recent years, deep learning based methods are emerging for load......

An Integrated Transfer Learning Method for Power System Dynamic Security Assessment of Unlearned Faults With Missing Data

期刊: IEEE TRANSACTIONS ON POWER SYSTEMS, 2021; 36 (5)

This letter proposes an integrated transfer learning (TL) method for pre-fault dynamic security assessment (DSA) of power systems, which aims to simul......

Optimal Generator Start-Up Sequence for Bulk System Restoration With Active Distribution Networks

期刊: IEEE TRANSACTIONS ON POWER SYSTEMS, 2021; 36 (3)

This paper proposes a new scheme for bulk system restoration considering the available black-start resources (BSRs) in the distribution system (DS). T......

A Convex Energy-Like Function for Reliable Gas Flow Solutions in Gas Transmission Systems

期刊: IEEE TRANSACTIONS ON POWER SYSTEMS, 2021; 36 (5)

This paper proposes an energy-like function for gas transmission systems with pipelines and compressors, whose stationary points are mapped to gas flo......

Roles of Dynamic State Estimation in Power System Modeling, Monitoring and Operation

期刊: IEEE TRANSACTIONS ON POWER SYSTEMS, 2021; 36 (3)

Power system dynamic state estimation (DSE) remains an active research area. This is driven by the absence of accurate models, the increasing availabi......

Definition and Classification of Power System Stability - Revisited & Extended

期刊: IEEE TRANSACTIONS ON POWER SYSTEMS, 2021; 36 (4)

Since the publication of the original paper on power system stability definitions in 2004, the dynamic behavior of power systems has gradually changed......

A Bi-Level Interval Robust Optimization Model for Service Restoration in Flexible Distribution Networks

期刊: IEEE TRANSACTIONS ON POWER SYSTEMS, 2021; 36 (3)

Soft normally open points (SNOPs) connected to distribution networks are instrumental in maintaining uninterrupted power supply and improving power qu......

Nodal Flexibility Requirements for Tackling Renewable Power Fluctuations

期刊: IEEE TRANSACTIONS ON POWER SYSTEMS, 2021; 36 (4)

The volatility of renewable energy causes mismatch between real-time generation and demand, calling for sufficient backup to compensate such discrepan......

A Novel Deep Reinforcement Learning Enabled Multi-Band PSS for Multi-Mode Oscillation Control

期刊: IEEE TRANSACTIONS ON POWER SYSTEMS, 2021; 36 (4)

To better damp out the multi-mode oscillations in an uncertain environment, a novel multi-band power system stabilizer (MBPSS) is proposed. Compared w......

A Risk-Averse Adaptively Stochastic Optimization Method for Multi-Energy Ship Operation Under Diverse Uncertainties

期刊: IEEE TRANSACTIONS ON POWER SYSTEMS, 2021; 36 (3)

In this paper, an optimal coordination method for energy dispatch and voyage scheduling is proposed for a renewable-energy-integrated hybrid AC/DC mul......

Robust Operational Equilibrium for Electricity and Gas Markets Considering Bilateral Energy and Reserve Contracts

期刊: IEEE TRANSACTIONS ON POWER SYSTEMS, 2021; 36 (4)

The increasing integration of uncertain and volatile renewable power generation poses challenges to the operation of the interdependent electricity an......

Nonlinear Virtual Inertia Control of WTGs for Enhancing Primary Frequency Response and Suppressing Drivetrain Torsional Oscillations

期刊: IEEE TRANSACTIONS ON POWER SYSTEMS, 2021; 36 (5)

Virtual inertia controllers (VICs) for wind turbine generators (WTGs) have been recently developed to compensate the reduction of inertia in power sys......

Two-Stage Chance-Constrained Stochastic Thermal Unit Commitment for Optimal Provision of Virtual Inertia in Wind-Storage Systems

期刊: IEEE TRANSACTIONS ON POWER SYSTEMS, 2021; 36 (4)

The frequency security problem becomes a critical concern in power systems when the system inertia is lowered due to the high penetration of renewable......

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