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Mathematical Programming for Power Systems Operation - From Theory to Applications in Python (Hardcover)
Loot Price: R2,897
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Mathematical Programming for Power Systems Operation - From Theory to Applications in Python (Hardcover)
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Explore the theoretical foundations and real-world power system
applications of convex programming In Mathematical Programming for
Power System Operation with Applications in Python, Professor
Alejandro Garces delivers a comprehensive overview of power system
operations models with a focus on convex optimization models and
their implementation in Python. Divided into two parts, the book
begins with a theoretical analysis of convex optimization models
before moving on to related applications in power systems
operations. The author eschews concepts of topology and functional
analysis found in more mathematically oriented books in favor of a
more natural approach. Using this perspective, he presents recent
applications of convex optimization in power system operations
problems. Mathematical Programming for Power System Operation with
Applications in Python uses Python and CVXPY as tools to solve
power system optimization problems and includes models that can be
solved with the presented framework. The book also includes: A
thorough introduction to power system operation, including economic
and environmental dispatch, optimal power flow, and hosting
capacity Comprehensive explorations of the mathematical background
of power system operation, including quadratic forms and norms and
the basic theory of optimization Practical discussions of convex
functions and convex sets, including affine and linear spaces,
politopes, balls, and ellipsoids In-depth examinations of convex
optimization, including global optimums, and first and second order
conditions Perfect for undergraduate students with some knowledge
in power systems analysis, generation, or distribution,
Mathematical Programming for Power System Operation with
Applications in Python is also an ideal resource for graduate
students and engineers practicing in the area of power system
optimization.
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