Improving Short-term Wind Power Forecasting Through Measurements and Modeling of the Tehachapi Wind Resource Area PDF Download
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Author: Aubryn Cooperman
Publisher:
ISBN:
Category : Numerical weather forecasting
Languages : en
Pages : 86
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Book Description
Author: Aubryn Cooperman
Publisher:
ISBN:
Category : Numerical weather forecasting
Languages : en
Pages : 86
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Book Description
Author: Rob Kamisky
Publisher:
ISBN:
Category : Wind forecasting
Languages : en
Pages : 98
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Book Description
Author: Ümit Cali
Publisher: kassel university press GmbH
ISBN: 3862190315
Category :
Languages : en
Pages : 174
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Book Description
Author: Matthias Lange
Publisher: Springer Science & Business Media
ISBN: 3540311068
Category : Technology & Engineering
Languages : en
Pages : 214
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Book Description
The effective integration of wind energy into the overall electricity supply is a technical and economical challenge because the availability of wind power is determined by fluctuating meteorological conditions. This book offers an approach to the ultimate goal of the short-term prediction of the power output of winds farms. Starting from basic aspects of atmospheric fluid dynamics, the authors discuss the structure of winds fields, the available forecast systems and the handling of the intrinsic, weather-dependent uncertainties in the regional prediction of the power generated by wind turbines. This book addresses scientists and engineers working in wind energy related R and D and industry, as well as graduate students and nonspecialists researchers in the fields of atmospheric physics and meteorology.
Author: Matthew Huaiquan Zhang
Publisher: John Wiley & Sons
ISBN: 111890012X
Category : Technology & Engineering
Languages : en
Pages : 320
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Book Description
Covers all the key areas of wind resource assessment technologies from an engineer’s perspective Focuses on wind analysis for wind plant siting, design and analysis Addresses all aspects from atmospheric boundary layer characteristics, to wind resource measurement systems, uncertainties in measurements, computations and analyses, to plant performance Covers the basics of atmospheric science through to turbine siting, turbine responses, and to environmental impacts Contents can be used for research purposes as well as a go-to reference guide, written from the perspective of a hands-on engineer Topic is of ongoing major international interest for its economic and environmental benefits
Author:
Publisher:
ISBN:
Category : Statistical weather forecasting
Languages : en
Pages :
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Book Description
Author: Lei Yang
Publisher: Springer
ISBN: 331912319X
Category : Technology & Engineering
Languages : en
Pages : 86
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Book Description
This SpringerBrief presents spatio-temporal data analytics for wind energy integration using stochastic modeling and optimization methods. It explores techniques for efficiently integrating renewable energy generation into bulk power grids. The operational challenges of wind, and its variability are carefully examined. A spatio-temporal analysis approach enables the authors to develop Markov-chain-based short-term forecasts of wind farm power generation. To deal with the wind ramp dynamics, a support vector machine enhanced Markov model is introduced. The stochastic optimization of economic dispatch (ED) and interruptible load management are investigated as well. Spatio-Temporal Data Analytics for Wind Energy Integration is valuable for researchers and professionals working towards renewable energy integration. Advanced-level students studying electrical, computer and energy engineering should also find the content useful.
Author: André Gensler
Publisher: kassel university press GmbH
ISBN: 3737606366
Category : Weights and measures
Languages : en
Pages : 216
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Book Description
This thesis describes performance measures and ensemble architectures for deterministic and probabilistic forecasts using the application example of wind power forecasting and proposes a novel scheme for the situation-dependent aggregation of forecasting models. For performance measures, error scores for deterministic as well as probabilistic forecasts are compared, and their characteristics are shown in detail. For the evaluation of deterministic forecasts, a categorization by basic error measure and normalization technique is introduced that simplifies the process of choosing an appropriate error measure for certain forecasting tasks. Furthermore, a scheme for the common evaluation of different forms of probabilistic forecasts is proposed. Based on the analysis of the error scores, a novel hierarchical aggregation technique for both deterministic and probabilistic forecasting models is proposed that dynamically weights individual forecasts using multiple weighting factors such as weather situation and lead time dependent weighting. In the experimental evaluation it is shown that the forecasting quality of the proposed technique is able to outperform other state of the art forecasting models and ensembles.
Author: Asian Development Bank
Publisher: Asian Development Bank
ISBN: 9292545639
Category : Technology & Engineering
Languages : en
Pages : 67
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Book Description
Wind Resource Assessment (WRA) is a pivotal step in the development phase because it determines the bankability of wind projects. The Asian Development Bank’s Quantum Leap in Wind Power Development in Asia and the Pacific project has developed WRA guidelines that encapsulate best practices for new and emerging wind energy markets with the goal of accelerating wind energy development. The guidelines address challenges to policy support for WRA, wind measurement, wind data processing, wind flow modeling, and estimation of losses and uncertainty. These are challenges faced in these markets by policy makers, implementation agencies, utilities, developers, and financiers.
Author: Melih Kurt
Publisher: kassel university press GmbH
ISBN: 3737603464
Category :
Languages : en
Pages : 200
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Book Description
This study explains the data preparation processes, plausibility checking of meteorological parameters, correction of met-mast wind speed, and also the determination of the nominal power of a wind farm using met-mast measurements. The wind speed correction of met-mast FINO1 is evaluated from the perspective of power produced by alpha ventus by using uncorrected and corrected measurements from this met-mast. Afterwards this data is used for the determination of nominal power for alpha ventus.
