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Nature Inspired Optimization for Electrical Power System (Hardcover, 1st ed. 2020)
Loot Price: R4,485
Discovery Miles 44 850
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Nature Inspired Optimization for Electrical Power System (Hardcover, 1st ed. 2020)
Series: Algorithms for Intelligent Systems
Expected to ship within 10 - 15 working days
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This book presents a wide range of optimization methods and their
applications to various electrical power system problems such as
economical load dispatch, demand supply management in microgrids,
levelized energy pricing, load frequency control and congestion
management, and reactive power management in radial distribution
systems. Problems related to electrical power systems are often
highly complex due to the massive dimensions, nonlinearity,
non-convexity and discontinuity associated with objective
functions. These systems also have a large number of equality and
inequality constraints, which give rise to optimization problems
that are difficult to solve using classical numerical methods. In
this regard, nature inspired optimization algorithms offer an
effective alternative, due to their ease of use, population-based
parallel search mechanism, non-dependence on the nature of the
problem, and ability to accommodate non-differentiable, non-convex
problems. The analytical model of nature inspired techniques mimics
the natural behaviors and intelligence of life forms. These
techniques are mainly based on evolution, swarm intelligence,
ecology, human intelligence and physical science.
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