Evaluation of Linear Implicit Quantized State System method for analyzing mission performance of power systems
| Autor: | Navid Gholizadeh, Roger A. Dougal, Joseph M. Hood |
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| Rok vydání: | 2023 |
| Předmět: |
Mathematics - Differential Geometry
State system Computer science Systems and Control (eess.SY) Electrical Engineering and Systems Science - Systems and Control Modeling and simulation Electric power system Mathematics - Analysis of PDEs Differential Geometry (math.DG) Control theory Modeling and Simulation FOS: Electrical engineering electronic engineering information engineering FOS: Mathematics Engineering (miscellaneous) Short duration Analysis of PDEs (math.AP) |
| DOI: | 10.48550/arxiv.2302.09397 |
| Popis: | The Linear Implicit Quantized State System (LIQSS) method has been evaluated for suitability in modeling and simulation of long-duration mission profiles of Naval power systems which are typically characterized by stiff, nonlinear, differential algebraic equations. A reference electromechanical system consists of an electric machine connected to a torque source on the shaft end and to an electric grid at its electrical terminals. The system is highly non-linear and has widely varying rate constants; at a typical steady state operating point, the electrical and electromechanical time constants differ by three orders of magnitude being 3.2 ms and 2.7 s respectively. Two important characteristics of the simulation, accuracy, and computational intensity both depend on the quantization size of the system state variables. At a quantization size of about 1 percent of a maximum value of a variable, results from the LIQSS1 method differed by less than 1 percent from results computed by well-known continuous system state space methods. The computational efficiency of the LIQSS1 method increased logarithmically with increasing quantization size, without significant loss of accuracy, up to some particular quantization size, beyond which the error increased rapidly. For the particular system under study, a sweet spot was found at a particular quantum size that yielded both high computational efficiency and good accuracy. Comment: 11 pages |
| Databáze: | OpenAIRE |
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