Distribution System State Estimation Via Data-Driven and Physics-Aware Deep Neural Networks

Mathematics

• Distribution System 100%
• State Estimation 87%
• Data-driven 77%
• Neural Networks 64%
• Physics 56%
• Recurrent Neural Networks 35%
• Electric Vehicle 27%
• Module 27%
• Global Minimum 15%
• Complex Functions 15%
• Local Minima 14%
• Training 14%
• Nonlinear Function 13%
• Learning 12%
• Optimization 10%
• Unknown 8%
• Demonstrate 8%
• Framework 7%

Engineering & Materials Science

• State estimation 68%
• Deep neural networks 66%
• Physics 59%
• Recurrent neural networks 28%
• Time measurement 14%
• Electric vehicles 12%
• Deep learning 12%