Title :
Some remarks on discretisation of spatially invariant systems
Author_Institution :
Inst. of Inf. Theor. & Autom., Prague, Czech Republic
Abstract :
The paper deals with discretisation of 2-D spatially invariant systems. Three different discretisation schemes are used - Tustin´s approximation, backward difference scheme and Crank-Nicolson discretisation. Their properties and importance are discussed in the paper. As an example a heat conduction in a rod is considered. Its model discrete in both time and space is obtained using all the above mentioned difference schemes. To determine whether the discrete model converges to the solution, von Neumann analysis of stability is applied to each scheme. The system is stabilised with use of each of obtained discrete models. Numerical simulations are included. Experiments with changing the parameters of discretisation are also given.
Keywords :
approximation theory; closed loop systems; partial differential equations; stability; Crank-Nicolson discretisation; Tustin approximation; backward difference scheme; discretisation parameter; heat conduction; spatially invariant systems; system discretisation scheme; von Neumann stability analysis; Approximation methods; Closed loop systems; Equations; Heating; Mathematical model; Numerical models; Transfer functions;
Conference_Titel :
Methods and Models in Automation and Robotics (MMAR), 2014 19th International Conference On
Conference_Location :
Miedzyzdroje
Print_ISBN :
978-1-4799-5082-9
DOI :
10.1109/MMAR.2014.6957400