General Information
    • ISSN: 1793-821X
    • Frequency: Quarterly (2013-2014); Bimonthly (Since 2015)
    • DOI: 10.18178/JOCET
    • Editor-in-Chief: Prof. Haider F. Abdul Amir
    • Executive Editor: Ms. Julia S. Ma
    • Abstracting/ Indexing: EI (INSPEC, IET), Electronic Journals Library, Chemical Abstracts Services (CAS), Ulrich's Periodicals Directory, Google Scholar, ProQuest and DOAJ.
    • E-mail: jocet@ejournal.net
  • Jun 12, 2016 News! JOCET Vol.3, No.5 has been indexed by EI(Inspec)!   [Click]
  • Jun 13, 2017 News! JOCET Vol. 5, No. 4 is available online now. 15 papers which cover 4 specific areas are published in this issue.   [Click]
Editor-in-chief
School of Science and Technology Universiti Malaysia Sabah, Malaysia.
I would like to express my appreciation to all authors, reviewers and edtors.
JOCET 2016 Vol.4(3): 192-196 ISSN: 1793-821X
DOI: 10.7763/JOCET.2016.V4.278

Comparative Study of Parameter Estimation Methods for Solar Irradiation Forecasting

Yashwant Kashyap, Ankit Bansal, Anil K. Sao, and Satyanarayan Patel
Abstract—In this paper, autoregressive moving average (ARMA) has modeling for solar irradiation forecast by combining two types of parameter estimation methods, Forgetting Factor (FF) and Kalman Filter (KF). For this purpose, the geographical location of length, width and average height than 76.75 e, 31.75 N and 1130.3 meters were used. Parameter with regard to the mean absolute error (MAE), root mean square error (RMSE), mean square error (MSE) and R2 estimator is compared. The result shows that the KF consists of high convergence rate to solve complex problems.

Index Terms—Solar irradiation, autoregressive moving average, forgetting factor, Kalman filter.

Yashwant Kashyap and Satyanarayan Patel are with the School of Engineering, Indian Institute of Technology Mandi, 175005 India (tel.: 91-9805-911710; e-mail: yashwant.kashyap@gmail.com, satyou1990@gmail.com).
Ankit Bansal is with the Department of Mechanical and Industrial Engineering, 233 MIED, IIT Roorkee, 247667 India (e-mail: abansfme@iitr.ac.in).
Anil K. Sao is with the School of Computing and Electrical Engineering, Indian Institute of Technology Mandi, India (e-mail: anil@iitmandi.ac.in).

[PDF]

Cite:Yashwant Kashyap, Ankit Bansal, Anil K. Sao, and Satyanarayan Patel, "Comparative Study of Parameter Estimation Methods for Solar Irradiation Forecasting," Journal of Clean Energy Technologies vol. 4, no. 3, pp. 192-196, 2016.

Copyright © 2008-2016. Journal of Clean Energy Technologies. All rights reserved.
E-mail: jocet@ejournal.net