Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction: 1 (Wind Energy Engineering) - Image 1

£32.96

Academic Press Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction: 1 (Wind Energy Engineering)

Name: Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction: 1 (Wind Energy Engineering)
Brand: Academic Press
Price: 32.96 GBP
Availability: InStock

Meteorology

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Description

Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction provides an up-to- date overview on the broad area of wind generation and forecasting, with a focus on the role and need of Machine Learning in this emerging field of knowledge. Various regression models and signal decomposition techniques are presented and analyzed, including least-square, twin support and random forest regression, all with supervised Machine Learning. The specific topics of ramp event prediction and wake interactions are addressed in this book, along with forecasted performance. Wind speed forecasting has become an essential component to ensure power system security, reliability and safe operation, making this reference useful for all researchers and professionals researching renewable energy, wind energy forecasting and generation.

Product Specifications

Brand: Academic Press
Format: paperback
ASIN: 0128213531
Category: Books > Subjects > Science, Nature & Maths > Earth Sciences > Meteorology
Domain: Amazon UK
Release Date: 31 January 2020
Listed Since: 18 September 2019

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Academic Press Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction: 1 (Wind Energy Engineering)

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