Time Series Deep learning for Robust Steady-State Load Parameter Estimation using 1D-CNN

[1]  Jianhui Wang,et al.  Robust Time-Varying Load Modeling for Conservation Voltage Reduction Assessment , 2018, IEEE Transactions on Smart Grid.

[2]  S. Kalinowsky,et al.  Steady State Load-Voltage Characteristic Field Tests at Area Substations and Fluorescent Lighting Component Characteristics , 1981, IEEE Transactions on Power Apparatus and Systems.

[3]  Jovica V. Milanovic,et al.  International Industry Practice on Power System Load Modeling , 2013, IEEE Transactions on Power Systems.

[4]  Moncef Gabbouj,et al.  Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks , 2017 .

[5]  Onur Avci,et al.  1D Convolutional Neural Networks and Applications: A Survey , 2019, Mechanical Systems and Signal Processing.

[6]  D.J. Hill,et al.  Composite load modeling via measurement approach , 2006, IEEE Transactions on Power Systems.

[7]  Moncef Gabbouj,et al.  Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks , 2016, IEEE Transactions on Industrial Electronics.

[8]  M. K. Pal.  Voltage stability conditions considering load characteristics , 1992 .

[9]  Penn Markham,et al.  Online Estimation of Steady-State Load Models Considering Data Anomalies , 2018, IEEE Transactions on Industry Applications.

[10]  Francisco de Leon,et al.  Experimental Determination of the ZIP Coefficients for Modern Residential, Commercial, and Industrial Loads , 2014, IEEE Transactions on Power Delivery.

[11]  M. E. El-Hawary,et al.  Nonlinear parameter estimation experiments for static load modelling in electric power systems , 1989 .

[12]  Chong Wang,et al.  SVM-Based Parameter Identification for Composite ZIP and Electronic Load Modeling , 2019, IEEE Transactions on Power Systems.

[13]  Chong Wang,et al.  SVM-Based Parameter Identification for Static Load Modeling , 2018, 2018 IEEE/PES Transmission and Distribution Conference and Exposition (T&D).

[14]  Hsiao-Dong Chiang,et al.  Representative static load models for transient stability analysis: development and examination , 2007 .

[15]  Moncef Gabbouj,et al.  Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks , 2016, IEEE Transactions on Biomedical Engineering.

[16]  Real-time ZIP Load Parameter Tracking using Adaptive Window and Variable Elimination with Realistic Synthetic Synchrophasor Data , 2020, 2020 IEEE Industry Applications Society Annual Meeting.

[17]  Sukumar Brahma,et al.  Characterizing and quantifying noise in PMU data , 2016, 2016 IEEE Power and Energy Society General Meeting (PESGM).

[18]  Penn Markham,et al.  Data-Driven Static Load Model Parameter Estimation with Confidence Factor , 2018, 2018 IEEE International Conference on Probabilistic Methods Applied to Power Systems (PMAPS).

[19]  Chen Meng,et al.  Data-Driven Feature Extraction for Analog Circuit Fault Diagnosis Using 1-D Convolutional Neural Network , 2020, IEEE Access.

[20]  Dongbo Zhao,et al.  Load Modeling—A Review , 2018, IEEE Transactions on Smart Grid.

[21]  Thomas J. Overbye,et al.  Effects of load modelling on analysis of power system voltage stability , 1994 .