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Viac informácií o knihe Intelligent Data-Analytics for Condition Monitoring

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Anotácia knihy

Intelligent Data-Analytics for Condition Monitoring: Smart Grid Applications looks at intelligent and meaningful uses of data required for an optimized and efficient engineering processes and provides application perspectives of various deep learning models for the condition monitoring of electrical equipment. With chapters discussing the fundamentals of machine learning and data analytics, the book is in two parts; i) the application of intelligent data analytics in Solar PV fault diagnostics, transformer health monitoring and faults diagnostics, and induction motor faults and ii) forecasting issues using data analytics which looks at global solar radiation forecasting, wind data forecasting and load forecasting demand side management. This reference is useful for all engineers and researchers needing a preliminary knowledge on data analytics fundamentals and the working methodologies and architecture of smart grid systems. Features deep learning methodologies in smart grid deployment and maintenance applicationsIncludes coding for the intelligent data analytics for each applicationFeatures advanced problems and solutions of smart grid using advance data analytic techniques

Parametre knihy

Zaradenie knihy Knihy po anglicky Technology, engineering, agriculture Energy technology & engineering Electrical engineering

• Celý názov: Intelligent Data-Analytics for Condition Monitoring
• Podnázov: Smart Grid Applications
• Autor: Hasmat Malik, Nuzhat Fatema, Atif Iqbal
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 268
• EAN: 9780323855105
• ID: 33270895
• Nakladateľ: Elsevier Books
• Hmotnosť: 520 g
• Rozmery: 229 × 152 × 14 mm
• Dátum vydania: 01. March 2021

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