Artificial Intelligence in the operation and control of digitalized power systems:
This book covers the practical application of AI-based methods in modern power systems. The complexity of current power system operations has dramatically increased due to the higher penetration of renewable energy sources and power electronic components. Therefore, providing efficient techniques is...
Gespeichert in:
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| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham, Switzerland
Springer
[2024]
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| Ausgabe: | 2024 |
| Schriftenreihe: | Power systems
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| Schlagworte: | |
| Zusammenfassung: | This book covers the practical application of AI-based methods in modern power systems. The complexity of current power system operations has dramatically increased due to the higher penetration of renewable energy sources and power electronic components. Therefore, providing efficient techniques is essential for secure and clean power system operation. This book focuses on the data-driven operation of the digitalized power system using machine language (ML). First, the basics of power system operation and control are presented, covering various areas of system control and operation. Next, significant advances in modern power systems and their corresponding challenges are discussed, and artificial intelligence (AI)-powered techniques, specifically machine learning, are introduced to address these issues. The book also explores AI-powered applications in the operation of power systems. These applications include various aspects of the data-driven process in both situational awareness and control areas. They are presented as practical examples indicating the implementation of an ML-based method to solve operational problems. Artificial Intelligence in the Operation and Control of Digitalized Power Systems is a valuable guide for students, researchers, and practicing engineers to AI-based techniques and real-world applications in power systems |
| Beschreibung: | Constant and Product-Cubic Systems.- Self-linear and Product-cubic systems.- Crossing-linear and Product-cubic systems. |
| Beschreibung: | vi, 400 Seiten 235 mm |
| ISBN: | 9783031693571 |
Internformat
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| 500 | |a Constant and Product-Cubic Systems.- Self-linear and Product-cubic systems.- Crossing-linear and Product-cubic systems. | ||
| 520 | |a This book covers the practical application of AI-based methods in modern power systems. The complexity of current power system operations has dramatically increased due to the higher penetration of renewable energy sources and power electronic components. Therefore, providing efficient techniques is essential for secure and clean power system operation. This book focuses on the data-driven operation of the digitalized power system using machine language (ML). First, the basics of power system operation and control are presented, covering various areas of system control and operation. Next, significant advances in modern power systems and their corresponding challenges are discussed, and artificial intelligence (AI)-powered techniques, specifically machine learning, are introduced to address these issues. The book also explores AI-powered applications in the operation of power systems. These applications include various aspects of the data-driven process in both situational awareness and control areas. They are presented as practical examples indicating the implementation of an ML-based method to solve operational problems. Artificial Intelligence in the Operation and Control of Digitalized Power Systems is a valuable guide for students, researchers, and practicing engineers to AI-based techniques and real-world applications in power systems | ||
| 650 | 4 | |a Electric power distribution | |
| 650 | 4 | |a Renewable energy sources | |
| 650 | 4 | |a Cooperating objects (Computer systems) | |
| 650 | 4 | |a Energy policy | |
| 650 | 4 | |a Energy and state | |
| 650 | 4 | |a Electric power production | |
| 653 | |a Hardcover, Softcover / Technik/Elektronik, Elektrotechnik, Nachrichtentechnik | ||
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Datensatz im Suchindex
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| author | Azad, Sasan |
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| author_GND | (DE-588)1242933115 |
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| bvnumber | BV050146943 |
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| spelling | Artificial Intelligence in the operation and control of digitalized power systems Sasan Azad, Morteza Nazari-Heris, editors Cham, Switzerland Springer [2024] vi, 400 Seiten 235 mm txt rdacontent n rdamedia nc rdacarrier Power systems Constant and Product-Cubic Systems.- Self-linear and Product-cubic systems.- Crossing-linear and Product-cubic systems. This book covers the practical application of AI-based methods in modern power systems. The complexity of current power system operations has dramatically increased due to the higher penetration of renewable energy sources and power electronic components. Therefore, providing efficient techniques is essential for secure and clean power system operation. This book focuses on the data-driven operation of the digitalized power system using machine language (ML). First, the basics of power system operation and control are presented, covering various areas of system control and operation. Next, significant advances in modern power systems and their corresponding challenges are discussed, and artificial intelligence (AI)-powered techniques, specifically machine learning, are introduced to address these issues. The book also explores AI-powered applications in the operation of power systems. These applications include various aspects of the data-driven process in both situational awareness and control areas. They are presented as practical examples indicating the implementation of an ML-based method to solve operational problems. Artificial Intelligence in the Operation and Control of Digitalized Power Systems is a valuable guide for students, researchers, and practicing engineers to AI-based techniques and real-world applications in power systems Electric power distribution Renewable energy sources Cooperating objects (Computer systems) Energy policy Energy and state Electric power production Hardcover, Softcover / Technik/Elektronik, Elektrotechnik, Nachrichtentechnik (DE-588)4143413-4 Aufsatzsammlung gnd-content Azad, Sasan edt Nazari-Heris, Morteza 1993- (DE-588)1242933115 edt Erscheint auch als Online-Ausgabe 978-3-031-69358-8 |
| spellingShingle | Azad, Sasan Artificial Intelligence in the operation and control of digitalized power systems Electric power distribution Renewable energy sources Cooperating objects (Computer systems) Energy policy Energy and state Electric power production |
| subject_GND | (DE-588)4143413-4 |
| title | Artificial Intelligence in the operation and control of digitalized power systems |
| title_auth | Artificial Intelligence in the operation and control of digitalized power systems |
| title_exact_search | Artificial Intelligence in the operation and control of digitalized power systems |
| title_full | Artificial Intelligence in the operation and control of digitalized power systems Sasan Azad, Morteza Nazari-Heris, editors |
| title_fullStr | Artificial Intelligence in the operation and control of digitalized power systems Sasan Azad, Morteza Nazari-Heris, editors |
| title_full_unstemmed | Artificial Intelligence in the operation and control of digitalized power systems Sasan Azad, Morteza Nazari-Heris, editors |
| title_short | Artificial Intelligence in the operation and control of digitalized power systems |
| title_sort | artificial intelligence in the operation and control of digitalized power systems |
| topic | Electric power distribution Renewable energy sources Cooperating objects (Computer systems) Energy policy Energy and state Electric power production |
| topic_facet | Electric power distribution Renewable energy sources Cooperating objects (Computer systems) Energy policy Energy and state Electric power production Aufsatzsammlung |
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