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| Content Provider | IET Digital Library |
|---|---|
| Author | Ikeda, Yuichi Ogimoto, Kazuhiko |
| Abstract | The authors analysed the cross-correlation of photovoltaic (PV) output fluctuation for the actual PV output time series data in both the Tokyo area and the whole of Japan using the principal component analysis with the random matrix theory. Based on the obtained cross-correlation coefficients, the forecast error for PV output was estimated with/without considering the cross-correlations. Then the operation schedule of thermal plants is calculated to integrate PV output using the proposed unit commitment model with the estimated forecast error. The system-balancing cost of PV system was also estimated with or without demand response. Finally, validity of the concept of ‘local production for local consumption of renewable energy’ and alternative policy implications were discussed. |
| Starting Page | 551 |
| Ending Page | 559 |
| Page Count | 9 |
| Volume Number | 2014 |
| e-ISSN | 20513305 |
| Issue Number | Issue 10, Oct (2014) |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/joe/2014/10 |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/10.1049/joe.2014.0235 |
| Journal | The Journal of Engineering |
| Publisher | The Institution of Engineering and Technology |
| Publisher Date | 2014-09-04 |
| Access Restriction | Open |
| Rights License | Creative Commons Attribution-No Derivs License (http://creativecommons.org/licenses/by-nd/3.0/) |
| Subject Keyword | Actual PV Output Time Series Data Algebra Cross-correlation Coefficient Estimation Theory Forecast Error Estimation Japan Load Forecasting Local Production Concept Local Renewable Energy Consumption Matrix Algebra Photovoltaic Integration Photovoltaic Output Fluctuation Cross-correlation Photovoltaic Power System Policy Implications Power Generation Economics Power Generation Scheduling Power System Economics Power System Managemen Power System Operation Power System Planning And Layout Principal Component Analysis Random Matrix Theory Solar Power Stations Statistics System-balancing Cost Estimation Thermal Plant Operation Scheduling Time Series Tokyo Area Unit Commitment Model |
| Content Type | Text |
| Resource Type | Article |
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