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  • Book
  • © 2013

Weather Modeling and Forecasting of PV Systems Operation

  • Addresses major issues related to power grid insertion of photovoltaic systems
  • Discusses solutions for state of the sky description and solar radiative regime characterization
  • Focuses on forecasting the solar resource and PV system output power from the next minute up to 24 hours ahead
  • Includes supplementary material: sn.pub/extras

Part of the book series: Green Energy and Technology (GREEN)

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Table of contents (11 chapters)

  1. Front Matter

    Pages i-xviii
  2. The Future of the Energy Mix Paradigm

    • Marius Paulescu, Eugenia Paulescu, Paul Gravila, Viorel Badescu
    Pages 1-15
  3. Solar Radiation Measurements

    • Marius Paulescu, Eugenia Paulescu, Paul Gravila, Viorel Badescu
    Pages 17-42
  4. State of the Sky Assessment

    • Marius Paulescu, Eugenia Paulescu, Paul Gravila, Viorel Badescu
    Pages 43-88
  5. Stability of the Radiative Regime

    • Marius Paulescu, Eugenia Paulescu, Paul Gravila, Viorel Badescu
    Pages 89-126
  6. Modeling Solar Radiation at the Earth Surface

    • Marius Paulescu, Eugenia Paulescu, Paul Gravila, Viorel Badescu
    Pages 127-179
  7. Time Series Forecasting

    • Marius Paulescu, Eugenia Paulescu, Paul Gravila, Viorel Badescu
    Pages 181-201
  8. Fuzzy Logic Approaches

    • Marius Paulescu, Eugenia Paulescu, Paul Gravila, Viorel Badescu
    Pages 203-237
  9. Air Temperature-Based Models

    • Marius Paulescu, Eugenia Paulescu, Paul Gravila, Viorel Badescu
    Pages 239-269
  10. Outdoor Operation of PV Systems

    • Marius Paulescu, Eugenia Paulescu, Paul Gravila, Viorel Badescu
    Pages 271-324
  11. Forecasting the Power Output of PV Systems

    • Marius Paulescu, Eugenia Paulescu, Paul Gravila, Viorel Badescu
    Pages 325-345
  12. Perspectives

    • Marius Paulescu, Eugenia Paulescu, Paul Gravila, Viorel Badescu
    Pages 347-348
  13. Back Matter

    Pages 349-355

About this book

In the past decade, there has been a substantial increase of grid-feeding photovoltaic applications, thus raising the importance of solar electricity in the energy mix. This trend is expected to continue and may even increase. Apart from the high initial investment cost, the fluctuating nature of the solar resource raises particular insertion problems in electrical networks. Proper grid managing demands short- and long-time forecasting of solar power plant output.

Weather modeling and forecasting of PV systems operation is focused on this issue. Models for predicting the state of the sky, nowcasting solar irradiance and forecasting solar irradiation are studied and exemplified. Statistical as well as artificial intelligence methods are described. The efficiency of photovoltaic converters is assessed for any weather conditions.

Weather modeling and forecasting of PV systems operation is written for researchers, engineers, physicists and students interested in PV systems design and utilization.

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Authors and Affiliations

  • , Physics Department, West University of Timisora, Timisora, Romania

    Marius Paulescu, Eugenia Paulescu

  • , Department of Physics, West University of Timisora, Timisora, Romania

    Paul Gravila

  • , Candida Oancea Institute, Polytechnic University of Bucharest, Bucharest, Romania

    Viorel Badescu

About the authors

Dr. Marius Paulescu is an Associate Professor at the Physics Department of the West University of Timisoara (Romania). Since 2000 he has been active in the field of solar energy conversion, covering the whole range from solar radiation modeling and measurements to quantum physics applied to photovoltaic devices. His main scientific contributions are related to solar radiation estimation using statistical and fuzzy algorithms, state of the sky description and forecasting, development of solar radiation models based on air temperature data and modeling quantum solar cells.

Dr. Eugenia Tulcan-Paulescu graduated in physics and mathematics from the West University of Timisoara (Romania), and earned a PhD in applied mathematics at the same university. Since 2005 she has been a lecturer at the Physics Department and was the person in charge of the Solar Platform project, including designing and building of the first Romanian station outfitted for systematic monitoring of solar irradiance on tilted surfaces, which has been in operation since 2008.

Dr. Paul Gravila holds a PhD in Physics from the University of Zurich and is active at the Physics Department of the West University of Timisoara (Romania) in theoretical and computational physics. He covers a broad range from ab-initio methods in quantum solid state physics to elementary particle physics, is fluent with computer programming, numerical methods and symbolic calculus. Since 2008 he has worked in collaboration with the other authors of this book in the field of solar energy.

Professor Viorel Badescu is a scientist presently affiliated with Candida Oancea Institute at Polytechnic University of Bucharest. His mainstream scientific contribution consists of more than 200 papers and 30 books related to statistical physics and thermodynamics, the physics of semiconductors, and various aspects of terrestrial and space solar energy applications. In addition, he has theorized on present-day Mars meteorology and Mars terraforming and on several macroengineering projects. He is a corresponding member of the Romanian Academy.

Bibliographic Information

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access