Mcc Toolbox Today

(best for non-linear):

% Example: Create a space-filling design factors = 'Speed', 'Load', 'Timing'; range = [800 6000; % RPM 20 120; % Load (%) -10 30]; % Timing (deg) des = xydesign(factors, range, 'NumPoints', 50); scatter(des); % Visualize Load measured data from engine tests. mcc toolbox

% 1. Load data load engine_data.mat % contains Speed, Load, Timing, Torque, Knock % 2. Build torque model torque_model = mbcgp(data, 'Torque', 'Speed','Load','Timing'); torque_model = fit(torque_model); (best for non-linear): % Example: Create a space-filling

% Define calibration set cal = calset(gp_model, 'Goal', 'minimize', 'Response', 'BSFC'); % Add constraint cal = addconstraint(cal, 'NOx <= 0.5'); % Define breakpoints for lookup table breaks = [800,2000,4000,6000], [20,40,60,80,100]; cal = optimize(cal, breaks); % Retrieve optimized table table = gettable(cal); Generate a Simulink lookup table block: range = [800 6000