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SzymonMs/Matlab_Files
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Different files created in Matlab- List:
Automation_elements- transfer functions of basic elements of automatics
Control_System- control system with PI and ISE
DC_model- DC motor model
High-order inertia- High-order inertia and PI
Integrator_proportional_regulator- Integrator with PI and FF
Kalman- Kalman filter
Lapunov- Lapunov's second method for stability testing
Luenberger- control system with Luenberger observer, inverse reference model and state feedback
Optimal_Control_LQ- Linear–quadratic method
TS_LAB_REPEAT- revision of material for studies
Wind-up- control system with anti-windup block
Newton_Interpolation
Van der Pol oscillator- model of oscillator with non-linear damping
Duffing equation- non-linear model of mass, hard spring and shock absorption connected in series
Regulators- PID, PID+Hffr, IP, DP, IDP regulator and SODT and theory of control system.
Deep_Learning_Onramp- Files from MathWorks course about Deep Learninghttps://matlabacademy.mathworks.com/details/deep-learning-onramp/deeplearning
Machine_Learning_Onramp- Files from MathWorks course about Machine Learninghttps://matlabacademy.mathworks.com/details/machine-learning-onramp/machinelearning
Wireless_Communications_Onramp- Files from MathWorks course about Wireless Communicationhttps://matlabacademy.mathworks.com/details/wireless-communications-onramp/wireless
Signal_Processing- Mean/expected value, variance, fft, correlation, stochastic and ergodic process, Perseval theorem, power spectral density estimators
TF_Identification- Finding transfer function parameters of objects based on their step responses.
LS_and_IV_Identification- LS and IV
Recursive_Identification- RLS, RIV, RLS_lambda, RIV_lambda, Kalman Filter
Identification_Final_Project- Identification real object Cascade Tank- linear methods
PI+ Tacho- PI and Tacho
Pendulum- Pendulum simulation
TS_LAB_REPEAT- Repeat for University
Optimization_Onramp- Files from MathWorks course about Optimiation
Tank_Reaction_IS_Project- Linear Identification of system