Introduction to AI Techniques for Renewable Energy System


Studiebog
Introduction to AI Techniques for Renewable Energy System
  • Leveringstid Straks (sendes på e-mail)
Format:
E-bog, ePub
Udgivelsesdato:
26-11-2021
Sprog:
Engelsk
  • Beskrivelse
  • Yderligere info
  • Anmeldelser

Introduction to AI techniques for Renewable Energy SystemArtificial Intelligence (AI) techniques play an essential role in modeling, analysis, and prediction of the performance and control of renewable energy. The algorithms used to model, control, or predict performances of the energy systems are complicated, involving differential equations, enormous computing power, and time requirements. Instead of complex rules and mathematical routines, AI techniques can learn critical information patterns within a multidimensional information domain. Design, control, and operation of renewable energy systems require a long-term series of meteorological data such as solar radiation, temperature, or wind data. Such long-term measurements are often non-existent for most of the interest locations or, wherever they are available, they suffer from several shortcomings, like inferior quality of data, and in-sufficient long series. The book focuses on AI techniques to overcome these problems. It summarizes commonly used AI methodologies in renewal energy, with a particular emphasis on neural networks, fuzzy logic, and genetic algorithms. It outlines selected AI applications for renewable energy. In particular, it discusses methods using the AI approach for prediction and modeling of solar radiation, seizing, performances, and controls of the solar photovoltaic (PV) systems.FeaturesFocuses on a significant area of concern to develop a foundation for the implementation of renewable energy system with intelligent techniquesShowcases how researchers working on renewable energy systems can correlate their work with intelligent and machine learning approachesHighlights international standards for intelligent renewable energy systems design, reliability, and maintenanceProvides insights on solar cell, biofuels, wind, and other renewable energy systems design and characterization, including the equipment for smart energy systemsThis book, which includes real-life examples, is aimed at undergraduate and graduate students and academicians studying AI techniques used in renewal energy systems.

Vis mereVis mindre

Udgivelsesdato:
26-11-2021
ISBN13:
9781000392487
Forlag:
Crc Press
Format:
ePub
Forfattere

    Vis mereVis mindre

    Vis mereVis mindre

    Fandt du ikke hvad du søgte?

    Hvis denne bog ikke er noget for dig, kan du benytte kategorierne nedenfor til at finde andre titler. Klik på en kategori for at se lignende bøger.

    Velkommen til Saxo – din danske boghandel!

    Hos os kan du handle som gæst, Saxo-bruger eller Premium-medlem – du bestemmer helt selv. Skulle du få brug for hjælp, sidder vores kundeservice-team klar ved både telefonerne og tasterne.

    Om fordelspriser hos Saxo

    For at købe bøger til fordelspris, skal du være medlem af Premium, Premium Shopping eller Premium Studie. De første 30 dage er gratis for nye medlemmer. Medlemskabet fornyes automatisk og kan altid opsiges. Læs mere om fordelene ved vores forskellige medlemskaber her.

    Machine Name: SAXO080