Adding power of artificial intelligence to situational awareness of large interconnections dominated by inverter‐based resources

Low cost, flexible, and distribution level universal grid analyser platform: designs and implementations

(2020) He Yin et al.   IET Generation Transmission & Distribution

Model-Free Data Authentication for Cyber Security in Power Systems

(2020) Shengyuan Liu et al.   IEEE Transactions on Smart Grid

Impact of High Renewable Penetration on the Power System Operation Mode: A Data-Driven Approach

(2019) Qingchun Hou et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Adaptive Power System Emergency Control Using Deep Reinforcement Learning

(2019) Qiuhua Huang et al.   IEEE Transactions on Smart Grid

Data-Driven Transmission Defense Planning Against Extreme Weather Events

(2019) Jiahao Yan et al.   IEEE Transactions on Smart Grid

Learning Heterogeneous Features Jointly: A Deep End-to-End Framework for Multi-Step Short-Term Wind Power Prediction

(2019) Jinfu Chen et al.   IEEE Transactions on Sustainable Energy

Wind Speed Prediction with Spatio–Temporal Correlation: A Deep Learning Approach

(2018) Qiaomu Zhu et al.   Energies

A Measurement Source Authentication Methodology for Power System Cyber Security Enhancement

(2018) Yi Cui et al.   IEEE Transactions on Smart Grid

Residential Load Scheduling With Renewable Generation in the Smart Grid: A Reinforcement Learning Approach

(2018) Remani T et al.   IEEE Systems Journal

A Novel Event Detection Method Using PMU Data with High Precision

(2018) Mingjian Cui et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

How Electric Vehicles and the Grid Work Together: Lessons Learned from One of the Largest Electric Vehicle Trials in the World

(2018) Jairo Quiros-Tortos et al.   IEEE Power & Energy Magazine

Paving the Way: A Future Without Inertia Is Closer Than You Think

(2017) Thomas Ackermann et al.   IEEE Power & Energy Magazine

Machine Learning Based Power Grid Outage Prediction in Response to Extreme Events

(2017) Rozhin Eskandarpour et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Multiple Event Detection and Recognition for Large-Scale Power Systems Through Cluster-Based Sparse Coding

(2017) Yang Song et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Fault Diagnosis of Power Systems Using Intuitionistic Fuzzy Spiking Neural P Systems

(2017) Hong Peng et al.   IEEE Transactions on Smart Grid

Robust Data-Driven State Estimation for Smart Grid

(2017) Yang Weng et al.   IEEE Transactions on Smart Grid

A Distribution Level Wide Area Monitoring System for the Electric Power Grid–FNET/GridEye

(2017) Yong Liu et al.   IEEE Access

Wide-Area-Measurement System Development at the Distribution Level: An FNET/GridEye Example

(2016) Yong Liu et al.   IEEE TRANSACTIONS ON POWER DELIVERY

Machine Learning Methods for Attack Detection in the Smart Grid

(2016) Mete Ozay et al.   IEEE Transactions on Neural Networks and Learning Systems

Advancing China?s Smart Grid: Phasor Measurement Units in a Wide-Area Management System

(2015) Chao Lu et al.   IEEE Power & Energy Magazine

Inertia Estimation of the GB Power System Using Synchrophasor Measurements

(2015) Phillip M. Ashton et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

The Situation Room: Control Center Analytics for Enhanced Situational Awareness

(2012) Jay Giri et al.   IEEE Power & Energy Magazine

The Characteristic Ellipsoid Methodology and its Application in Power Systems

(2012) Jian Ma et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Enhancing Grid Measurements: Wide Area Measurement Systems, NASPInet, and Security

(2011) Rakesh B. Bobba et al.   IEEE Power & Energy Magazine

Multivariate random forests

(2011) Mark Segal et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Demand Dispatch

(2010) Alec Brooks et al.   IEEE Power & Energy Magazine

Short, medium and long term load forecasting model and virtual load forecaster based on radial basis function neural networks

(2010) Changhao Xia et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Wide-Area Frequency Monitoring Network (FNET) Architecture and Applications

(2010) Yingchen Zhang et al.   IEEE Transactions on Smart Grid