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SolarCAST: using widely accessible environmental variables to forecast solar power

Published: 28 March 2008 Publication History

Abstract

The study in renewable energy is one of great discussion, since we, as energy users, are being faced with the dilemma of running out of non-renewable energy sources. A popular alternative to non-renewable energy, especially for residential areas, is solar energy. This paper demonstrates that it is possible to derive a function using linear regression and least squares approximation techniques with information from an online weather source, such as www.accuweather.com, which can predict, with little error, the voltage and photovoltaic (PV) energy that can be expected for the day. We provide empirical results using a solar system.

References

[1]
Bird, Richard E. and Hulstrom, Roland L. 1981. A Simplified Clear Sky Model for Direct and Diffuse Insolation on Horizontal Surfaces.
[2]
Dibble, Theodore. July 17 2007. SZA Calculation .xls spreadsheet.
[3]
Petroleum. 2007. Britannica Student Encyclopedia.

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ACMSE '08: Proceedings of the 46th annual ACM Southeast Conference
March 2008
548 pages
ISBN:9781605581057
DOI:10.1145/1593105
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 28 March 2008

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Author Tags

  1. PV energy
  2. alternative energy
  3. empirical results
  4. photovoltaic energy
  5. renewable energy
  6. solar energy
  7. solar power

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ACM SE08
ACM SE08: ACM Southeast Regional Conference
March 28 - 29, 2008
Alabama, Auburn

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Overall Acceptance Rate 502 of 1,023 submissions, 49%

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