DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Hd-Deep-EM: Deep Expectation Maximization for Dynamic Hidden State Recovery Using Heterogeneous Data

Journal Article · · IEEE Transactions on Power Systems

Sponsoring Organization:
USDOE
Grant/Contract Number:
AR00001858-1631; EE0009355
OSTI ID:
2311207
Alternate ID(s):
OSTI ID: 2311208
Journal Information:
IEEE Transactions on Power Systems, Journal Name: IEEE Transactions on Power Systems Vol. 39 Journal Issue: 2; ISSN 0885-8950
Publisher:
Institute of Electrical and Electronics EngineersCopyright Statement
Country of Publication:
United States
Language:
English

References (43)

C37.118.1a-2014 - IEEE Standard for Synchrophasor Measurements for Power Systems -- Amendment 1: Modification of Selected Performance Requirements standard April 2014
An estimation fusion method for including phasor measurements into power system real-time modeling journal May 2013
SCADA and smart energy grid control automation book October 2016
Simultaneous Placement of PMUs and Communication Infrastructure in WAMS using NSGA-II journal May 2016
Fusion of PMU and SCADA Data for dynamic state estimation of power system conference October 2015
Power system observability with minimal phasor measurement placement journal May 1993
Optimal PMU Placement Based on Probabilistic Cost/Benefit Analysis journal February 2013
Dynamic state estimation using a nonlinear observer for optimal series-capacitor switching control journal October 1997
Continuous-Time Distributed Observers With Discrete Communication journal April 2013
Dynamic State Estimation in Power System by Applying the Extended Kalman Filter With Unknown Inputs to Phasor Measurements journal November 2011
A robust extended Kalman filter for power system dynamic state estimation using PMU measurements conference July 2016
A Robust Iterated Extended Kalman Filter for Power System Dynamic State Estimation journal July 2017
Online State Estimation of a Synchronous Generator Using Unscented Kalman Filter From Phasor Measurements Units journal December 2011
Unscented Kalman filter for power system dynamic state estimation journal January 2011
Koopman operator based observer synthesis for control-affine nonlinear systems conference December 2016
Koopman Operator Framework for Time Series Modeling and Analysis journal January 2018
A Robust Data-Driven Koopman Kalman Filter for Power Systems Dynamic State Estimation journal November 2018
Fusion estimation for a class of multi-rate power systems with randomly occurring SCADA measurement delays journal March 2021
Sliding-Priors for Bayesian Information Fusion in SCADA+PMU-based State Estimation conference June 2022
Missing Data Imputation Techniques journal January 2007
An analysis of four missing data treatment methods for supervised learning journal May 2003
A Data Imputation Model in Phasor Measurement Units Based on Bagged Averaging of Multiple Linear Regression journal January 2018
Convolutional Neural Networks (CNNs) for power system big data analysis conference September 2017
An Online Power System Stability Monitoring System Using Convolutional Neural Networks journal March 2019
Graph Convolutional Neural Networks for Optimal Load Shedding under Line Contingency conference August 2019
Recurrent neural networks for short-term load forecasting journal January 1998
Detection of false data injection attacks in smart grids using Recurrent Neural Networks conference February 2018
A Novel Connectionist System for Unconstrained Handwriting Recognition journal May 2009
Application of Expectation Maximization Algorithm for Measurement-based Power System Load Modeling conference April 2019
Improved Gaussian Mixture Model Based Probabilistic Power Flow of Wind Integrated Power System conference August 2019
A study on probability of distribution loads based on expectation maximization algorithm conference April 2017
Cyber attack detection in PMU measurements via the expectation-maximization algorithm conference December 2014
PaToPa: A Data-Driven Parameter and Topology Joint Estimation Framework in Distribution Grids journal July 2018
Deep Expectation-Maximization for Joint MIMO Channel Estimation and Signal Detection journal January 2022
Accelerated and Deep Expectation Maximization for One-Bit MIMO-OFDM Detection journal January 2024
Improving machine vision via incorporating expectation-maximization into Deep Spatio-Temporal learning conference July 2014
A hybrid power system state estimator using synchronized and unsynchronized sensors journal April 2018
Wireless Infrastructure M2M Network For Distributed Power Grid Monitoring journal January 2017
Power System SCADA and Smart Grids reference-book January 2017
On the Convergence Properties of the EM Algorithm journal March 1983
Stochastic Gradient Descent Tricks book January 2012
A Deep Learning Approach for Missing Data Imputation of Rating Scales Assessing Attention-Deficit Hyperactivity Disorder journal July 2020
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification conference December 2015

Similar Records

Related Subjects