Spatiotemporal load curve data cleansing and imputation via sparsity and low rank

Keyphrases

• Spatiotemporal 100%
• Sparsity 100%
• Low-rank 100%
• Data Cleansing 100%
• Principal Component Pursuit 100%
• Curve Data 100%
• Data Imputation 100%
• Load Curve 100%
• Pursuit Algorithm 66%
• Load Profile 66%
• Nuclear Norm 66%
• Cleansing 66%
• Missing Data 33%
• Smart Grid 33%
• Power Network 33%
• Situational Awareness 33%
• Unprecedented Level 33%
• Robust Estimator 33%
• Privacy Concerns 33%
• L1-norm 33%
• Privacy Communication 33%
• Outlier Effect 33%
• Non-separable 33%
• Distributed Optimization 33%
• Bad Data 33%
• Faulty Readings 33%
• Intelligent Power 33%
• Sparsity Regularization 33%
• Intrinsic Dimension 33%
• Communication Failure 33%
• Malicious Attacks 33%
• Smart Meter 33%
• Monitoring Task 33%
• Power Monitoring 33%
• Nominal Load 33%
• Real Load 33%
• An-1 33%
• Statistical Inference Method 33%

Computer Science

• Sparsity 100%
• Data Cleansing 100%
• Principal Components 100%
• Nuclear Norm 66%
• Pursuit Algorithm 66%
• Communication Error 33%
• Faulty Reading 33%
• Malicious Attack 33%
• Privacy Concern 33%
• Non-Separable 33%
• Smart Meters 33%
• Distributed Optimization 33%
• Computational Simulation 33%
• Situational Awareness 33%
• Regularization 33%
• Robust Estimator 33%
• Intrinsic Dimensionality 33%
• Inference Method 33%
• Smart Grid 33%