Deep Learning for Power System Applications

Case Studies Linking Artificial Intelligence and Power Systems

Fangxing Li, Yan Du (Autoren)

Buch | Softcover

XII, 101 Seiten

2024
Springer International Publishing (Verlag)
978-3-031-45359-5 (ISBN)

Inhalt

Introduction-A Brief History of Deep Learning and Its Applications in Power Systems.- Deep Neural Network for Microgrid Management.- Deep Convolutional Neural Network for Power System N-1 Contingency Screening and Cascading Outage Screening.- Intelligent Multi-zone Residential HVAC Control Strategy Based on Deep Reinforcement Learning.- Summary and Future Works.

Produkt-Details

• Erscheinungsdatum: 13.11.2024
• Reihe/Serie: Power Electronics and Power Systems
• Zusatzinfo: XII, 101 p. 32 illus., 30 illus. in color.
• Verlagsort: Cham
• Sprache: englisch
• Maße: 155 x 235 mm
• Themenwelt: Technik ► Elektrotechnik / Energietechnik
• Schlagworte: AlphaGo • Cascading failure • convolutional neural network • Deep deterministic policy gradient • Deep learning • Deep Neural Network • Deep Reinforcement Learning • demand response • Microgrid • Power Systems • Security Screening
• ISBN-10: 3-031-45359-X / 303145359X
• ISBN-13: 978-3-031-45359-5 / 9783031453595
• Zustand: Neuware