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Decision and Control in Hybrid Wind Farms (Hardcover, 1st ed. 2020)
Loot Price: R2,789
Discovery Miles 27 890
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Decision and Control in Hybrid Wind Farms (Hardcover, 1st ed. 2020)
Series: Studies in Systems, Decision and Control, 253
Expected to ship within 10 - 15 working days
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This book focuses on two of the most important aspects of wind farm
operation: decisions and control. The first part of the book deals
with decision-making processes, and explains that hybrid wind farm
operation is governed by a set of alternatives that the wind farm
operator must choose from in order to achieve optimal delivery of
wind power to the utility grid. This decision-making is accompanied
by accurate forecasts of wind speed, which must be known
beforehand. Errors in wind forecasting can be compensated for by
pumping power from a reserve capacity to the grid using a battery
energy storage system (BESS). Alternatives based on penalty cost
are assessed using certain criteria, and MCDM methods are used to
evaluate the best choice. Further, considering the randomness in
the dynamic phenomenon in wind farms, a fuzzy MCDM approach is
applied during the decision-making process to evaluate the best
alternative for hybrid wind farm operation. Case studies from wind
farms in the USA are presented, together with numerical solutions
to the problem. In turn, the second part deals with the control
aspect, and especially with yaw angle control, which facilitates
power maximization at wind farms. A novel transfer function-based
methodology is presented that controls the wake center of the
upstream turbine(s); lidar-based numerical simulation is carried
out for wind farm layouts; and an adaptive control strategy is
implemented to achieve the desired yaw angle for upstream turbines.
The proposed methodology is tested for two wind farm layouts. Wake
management is also implemented for hybrid wind farms where BESS
life enhancement is studied. The effect of yaw angle on the
operational cost of BESS is assessed, and case studies for wind
farm datasets from the USA and Denmark are discussed. Overall, the
book provides a comprehensive guide to decision and control aspects
for hybrid wind farms, which are particularly important from an
industrial standpoint.
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