Analysis of residuals in daily solar radiation time series
The Box-Jenkins approach is applied to daily solar radiation data from four different locations in Malaysia. The deterministic annual component is obtained by Fourier analysis. The stochastic component of the time series is fitted to three models, ARMA (1,0), ARMA (2,0) and ARMA (1,1). Random shocks...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English English |
| Published: |
Elsevier Science
1997
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/51112/1/51112.pdf http://psasir.upm.edu.my/id/eprint/51112/7/1-s2.0-S0960148196001103-main.pdf |
| _version_ | 1811137476751785984 |
|---|---|
| author | Sulaiman, Mohd Yusof Win, Maw Hlaing Oo Abdul Wahab, Mahdi Sulaiman, Zainal Abidin |
| author_facet | Sulaiman, Mohd Yusof Win, Maw Hlaing Oo Abdul Wahab, Mahdi Sulaiman, Zainal Abidin |
| author_sort | Sulaiman, Mohd Yusof |
| collection | UPM |
| description | The Box-Jenkins approach is applied to daily solar radiation data from four different locations in Malaysia. The deterministic annual component is obtained by Fourier analysis. The stochastic component of the time series is fitted to three models, ARMA (1,0), ARMA (2,0) and ARMA (1,1). Random shocks from these models are tested by Box-Pierce statistic and Ljung-Box for whiteness of residuals. Skewness and kurtosis coefficients are tested for normality. |
| first_indexed | 2024-03-06T09:11:59Z |
| format | Article |
| id | upm.eprints-51112 |
| institution | Universiti Putra Malaysia |
| language | English English |
| last_indexed | 2024-09-25T03:34:55Z |
| publishDate | 1997 |
| publisher | Elsevier Science |
| record_format | dspace |
| spelling | upm.eprints-511122024-08-05T23:57:48Z http://psasir.upm.edu.my/id/eprint/51112/ Analysis of residuals in daily solar radiation time series Sulaiman, Mohd Yusof Win, Maw Hlaing Oo Abdul Wahab, Mahdi Sulaiman, Zainal Abidin The Box-Jenkins approach is applied to daily solar radiation data from four different locations in Malaysia. The deterministic annual component is obtained by Fourier analysis. The stochastic component of the time series is fitted to three models, ARMA (1,0), ARMA (2,0) and ARMA (1,1). Random shocks from these models are tested by Box-Pierce statistic and Ljung-Box for whiteness of residuals. Skewness and kurtosis coefficients are tested for normality. Elsevier Science 1997 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/51112/1/51112.pdf text en http://psasir.upm.edu.my/id/eprint/51112/7/1-s2.0-S0960148196001103-main.pdf Sulaiman, Mohd Yusof and Win, Maw Hlaing Oo and Abdul Wahab, Mahdi and Sulaiman, Zainal Abidin (1997) Analysis of residuals in daily solar radiation time series. Renewable Energy, 11 (1). pp. 97-105. ISSN 0960-1481 http://www.sciencedirect.com/science/article/pii/S0960148196001103# 10.1016/S0960-1481(96)00110-3 |
| spellingShingle | Sulaiman, Mohd Yusof Win, Maw Hlaing Oo Abdul Wahab, Mahdi Sulaiman, Zainal Abidin Analysis of residuals in daily solar radiation time series |
| title | Analysis of residuals in daily solar radiation time series |
| title_full | Analysis of residuals in daily solar radiation time series |
| title_fullStr | Analysis of residuals in daily solar radiation time series |
| title_full_unstemmed | Analysis of residuals in daily solar radiation time series |
| title_short | Analysis of residuals in daily solar radiation time series |
| title_sort | analysis of residuals in daily solar radiation time series |
| url | http://psasir.upm.edu.my/id/eprint/51112/1/51112.pdf http://psasir.upm.edu.my/id/eprint/51112/7/1-s2.0-S0960148196001103-main.pdf |
| work_keys_str_mv | AT sulaimanmohdyusof analysisofresidualsindailysolarradiationtimeseries AT winmawhlaingoo analysisofresidualsindailysolarradiationtimeseries AT abdulwahabmahdi analysisofresidualsindailysolarradiationtimeseries AT sulaimanzainalabidin analysisofresidualsindailysolarradiationtimeseries |