Research on Data-driven Model Simulation Method Based on MATLAB
The design of data-driven models can utilize virtual models as the core of the development process,thereby improving the way complex systems are designed.Using Simulink in MATLAB for model based design can shorten the development cycle.This article is based on Simulink to study the performance indicators of a data-driven mutual coupling water tank level control system under differ-ent PID settings.Based on the simulation results,the system design was successfully guided.The arti-cle first introduces the mutual coupling water tank model,and then models the transfer function based on the given dataset,and verifies the accuracy of the model.Next,the article conducted frequency domain analysis of the transfer function model and utilized several different PID tuning methods for parameter tuning.The performance of these methods was compared through simulation methods,and an effective system design scheme was finally obtained to verify the effectiveness of the data-driven model simulation method in the development process.
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