image thumbnail

updated 20 days ago

Speed estimation in rotating reference frame by Bartlomiej Ufnalski

An angular velocity neuroestimator synthesized in the rotating reference frame is demonstrated. (speedsensorless drive, field oriented contro..., foc)

SPEED_4_xy_signals.slx

run_me_4_xy.m

image thumbnail

updated 26 days ago

Photovoltaic module explicit neural model by Bartlomiej Ufnalski

A feedforward neural network is used to model a photovoltaic module. (solar energy, photovoltaics, renewables)

MPPT_Newton_PV_and_FFNN_PV.slx

pv_array_sf.m

pv_array(Va,Suns,TaC)

image thumbnail

updated 1 month ago

Speed-sensorless induction motor drive by Bartlomiej Ufnalski

A neuroestimator is used to enable speed-sensorless operation of the asynchronous motor drive. (speedsensorless drive, neuroestimator, neuroestimation)

SPEED_6_heuristic_signals_BU.slx

run_me.m

image thumbnail

updated 1 month ago

Programmable linear-quadratic regulator by Bartlomiej Ufnalski

A feedforward neural network is used to adjust LQR gains in the case of non-stationary state matrix. (linearquadratic regul..., lqr, nonstationary state m...)

sfoc_lqr_ann

lqr_ann_graphs.m

run_me_lqr_key.m

image thumbnail

updated 2 months ago

Repetitive Neurocontroller with Disturbance Feedforward by Bartlomiej Ufnalski

This project demonstrates repetitve process control using gradient-based dynamic optimization tool. (repetitive control, iterative learning co..., ilc)

VSI_LC_with_PLECS

VSI_LC_without_PLECS

RNC_DDFF_with_PLECS.m

image thumbnail

updated 1 year ago

Pv motor by Karthi S

Solar panel conneted with motor (waveform)

pvmotor

image thumbnail

updated 1 year ago

Application of ANN toolbox to ALFC for a single area system by Soumyadeep

Application of ANN toolbox to ALFC for a single area system (ann, pi, electrical)

ALFCsinglearea

image thumbnail

updated 1 year ago

Application of ANN toolbox to ALFC by Soumyadeep

Application of ANN toolbox to ALFC (electrical, control system, simulation)

ALFCbookfig

Contact us