Open AccessThe identification of a device based on a Peltier element by the least squares method
Author(s) -
В.А. Гринкевич
Publication year - 2020
Publication title -
doklady akademii nauk vyšej školy rossijskoj federacii/doklady akademii nauk vysšej školy rossii
Language(s) - English
Resource type - Journals
eISSN - 2658-3747
pISSN - 1727-2769
DOI - 10.17212/1727-2769-2020-1-2-17-27
Subject(s) - control theory (sociology) , identification (biology) , controller (irrigation) , process (computing) , system identification , object (grammar) , signal (programming language) , recursive least squares filter , computer science , temperature control , thermoelectric cooling , control engineering , algorithm , engineering , thermoelectric effect , control (management) , artificial intelligence , botany , database , adaptive filter , agronomy , biology , programming language , measure (data warehouse) , operating system , thermodynamics , physics
The evaluation of the mathematical model parameters of a non-linear object with a transport delay is considered in this paper. A temperature controlled stage based on a Peltier element is an identification object in the paper. Several input signal implementations are applied to the input of the identification object. The least squares method is applied for the calculation of the non-linear differential equitation parameters which describe the identification object. The least squares method is used due to its simplicity and the possibility of identification non-linear objects. The parameters values obtained in the process of identification are provided. The plots of temperature changes in the temperature control system with a controller designed based on the mathematical model of the control object obtained as a result of identification are shown. It is found that the mathematical model obtained in the process of identification may be applied to design controllers for non-linear systems, in particular for a temperature stage based on a Peltier element, and for self-tuning controllers. However, the least square method proposed in the paper cannot estimate the transport delay time. Therefore it is required to evaluate the time delay by temperature transient processes. Dynamic object identification is applied when it is required to obtain a mathematical model structure and evaluate the parameters by an input and output control object signal. Also, identification is applied for auto tuning of controllers. A mathematical model of a control object is required to design the controller which is used to provide the required accuracy and stability of control systems. Peltier elements are applied to design low-power and small- size temperature stage . Hot benches based on a Peltier element can provide the desired temperature above and below ambient temperature.