Model Order Reduction Techniques with Applications in Electrical Engineering [Paperback]

Model Order Reduction Techniqes focuses on model reduction problems with particular applications in electrical engineering. Starting with a clear outline of the technique and their wide methodological background, central topics are introduced including mathematical tools, physical processes, numerical computing experience, software developments and knowledge of system theory. Several model reduction algorithms are then discussed. The aim of this work is to give the reader an overview of reduced-order model design and an operative guide. Particular attention is given to providing basic concepts for building expert systems for model reducution.Model Order Reduction Techniqes focuses on model reduction problems with particular applications in electrical engineering. Starting with a clear outline of the technique and their wide methodological background, central topics are introduced including mathematical tools, physical processes, numerical computing experience, software developments and knowledge of system theory. Several model reduction algorithms are then discussed. The aim of this work is to give the reader an overview of reduced-order model design and an operative guide. Particular attention is given to providing basic concepts for building expert systems for model reducution.1 Introduction.- 1.1 Introduction.- 1.2 Formalisation of a model reduction problem.- 1.3 The importance of model order reduction.- 1.4 Notations and mathematical backgrounds.- References.- 2 Model Reduction.- 2.1 Overview of common model order reduction methods.- 2.2 Frequency domain methods for model order reduction.- 2.3 Time domain methods for model order reduction.- 2.4 Balanced realisation-based model order reduction.- 2.5 Balancing approaches for symmetrical systems.- 2.6 Hankel-based methods.- 2.7 Model order reduction examples.- References.- 3 Guidelines for Obtaining Low Order Models.- 3.1 Introduction.- 3.2 Reasons for using an expert system.l3‚