Distributed linear programming models in a smart grid /

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Bibliographic Details
Author / Creator:Ranganathan, Prakash, 1981- author.
Imprint:Cham, Switzerland : Springer, 2017.
Description:1 online resource (xxv, 213 pages) : illustrations
Series:Power electronics and power systems
Power electronics and power systems (Springer)
Subject:Smart power grids -- Mathematical models.
Smart power grids -- Data processing.
Linear programming.
Smart power grids
Linear programming.
Electronic books.
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11273018
Hidden Bibliographic Details
Other authors / contributors:Nygard, Kendall E., author.
Digital file characteristics:text file PDF
Notes:Includes bibliographical references and index.
Summary:This book showcases the strengths of Linear Programming models for Cyber Physical Systems (CPS), such as the Smart Grids. Cyber-Physical Systems (CPS) consist of computational components interconnected by computer networks that monitor and control switched physical entities interconnected by physical infrastructures. A fundamental challenge in the design and analysis of CPS is the lack of understanding in formulating constraints for complex networks. We address this challenge by employing collection of Linear programming solvers that models the constraints of sub-systems and micro grids in a distributed fashion. The book can be treated as a useful resource to adaptively schedule resource transfers between nodes in a smart power grid. In addition, the feasibility conditions and constraints outlined in the book will enable in reaching optimal values that can help maintain the stability of both the computer network and the physical systems. It details the collection of optimization methods that are reliable for electric-utilities to use for resource scheduling, and optimizing their existing systems or sub-systems. The authors answer to key questions on ways to optimally allocate resources during outages, and contingency cases (e.g., line failures, and/or circuit breaker failures), how to design de-centralized methods for carrying out tasks using decomposition models; and how to quantify un-certainty and make decisions in the event of grid failures." The only book to focus on Linear Programming Methods for Cyber Physical Systems; " Features AMPL codes that show how to formulate IEEE test grid systems; " Includes code that can be used to tackle problems such as resource allocation, decomposition of a major grid into micro grids, and addressing uncertainty under renewable penetration scenarios.
Other form:Print version: Ranganathan, Prakash. Distributed linear programming models in a smart grid. Cham, Switzerland : Springer, 2017 3319526162 9783319526164
Standard no.:10.1007/978-3-319-52617-1