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Content Provider | IET Digital Library |
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Author | Queen, Dougal Mc Wood, Alan |
Abstract | Wind integration studies often focus on the capacity value of wind power without considering Unit Commitment and Economic Dispatch or resolving requirements for ancillary services. Here, a novel method for simulating wind power time series with sufficient temporal span to support capacity studies and temporal resolution to support UCED studies is developed. Wind speed time series (WSTS), with 6 h temporal and 0.7 × 0.7 degree spatial resolutions, are extracted from the ECMWF-interim reanalysis, interpolated, scaled, and imputed so that they are representative of a point wind speed measurement with a 5 min temporal resolution. Imputation is made using a wavelet multi-resolution analysis approach that ensures temporally consistent correlations while accounting for heteroskedasticity. WSTS are transformed to power using wind power plant power curves, low-pass filters, and a Markov Chain model of operational efficiencies. The wind power model is validated using a set of measurements made at wind power plants (WPPs) in New Zealand and used to simulate power time series for 2 GW portfolios of WPPs representing compact, disperse, diverse, and business-as-usual portfolios. Metrics for dependability, variability, and predictability are applied to quantify the benefits of spatial diversification. |
Starting Page | 1338 |
Ending Page | 1342 |
Page Count | 5 |
ISSN | 17521416 |
Volume Number | 13 |
e-ISSN | 17521424 |
Issue Number | Issue 8, Jun (2019) |
Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/iet-rpg/13/8 |
Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/10.1049/iet-rpg.2018.5410 |
Journal | IET Renewable Power Generation |
Publisher Date | 2019-02-25 |
Access Restriction | Open |
Rights Holder | © The Institution of Engineering and Technology |
Subject Keyword | 5 Min Temporal Resolution Capacity Studies Capacity Value Low-pass Filter Markov Processes New Zealand Point Wind Speed Measurement Power 2.0 GW Power Generation Dispatch Power Generation Reliability Power System Economics Power System Managemen Power System Operation Probability Theory Quantifying Benefits Reliability Spatial Resolutions Statistics Stochastic Linearised SCUC Sufficient Temporal Span Temporally Consistent Correlations Time 5.0 Min Time 6.0 Hour Time Series UCED Studies Wavelet Multiresolution Analysis Approach Wavelet Transform Wind Wind Integration Studies Wind Power Wind Power Diversity Wind Power Model Wind Power Plant Wind Power Time Series Wind Speed Time Series Winds And Their Effect in The Lower Atmosphere WSTS |
Content Type | Text |
Resource Type | Article |
Subject | Renewable Energy, Sustainability and the Environment |
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