function [VOI, STATES, ALGEBRAIC, CONSTANTS] = mainFunction() % This is the "main function". In Matlab, things work best if you rename this function to match the filename. [VOI, STATES, ALGEBRAIC, CONSTANTS] = solveModel(); end function [algebraicVariableCount] = getAlgebraicVariableCount() % Used later when setting a global variable with the number of algebraic variables. % Note: This is not the "main method". algebraicVariableCount =4; end % There are a total of 2 entries in each of the rate and state variable arrays. % There are a total of 3 entries in the constant variable array. % function [VOI, STATES, ALGEBRAIC, CONSTANTS] = solveModel() % Create ALGEBRAIC of correct size global algebraicVariableCount; algebraicVariableCount = getAlgebraicVariableCount(); % Initialise constants and state variables [INIT_STATES, CONSTANTS] = initConsts; % Set timespan to solve over tspan = [0, 10]; % Set numerical accuracy options for ODE solver options = odeset('RelTol', 1e-06, 'AbsTol', 1e-06, 'MaxStep', 1); % Solve model with ODE solver [VOI, STATES] = ode15s(@(VOI, STATES)computeRates(VOI, STATES, CONSTANTS), tspan, INIT_STATES, options); % Compute algebraic variables [RATES, ALGEBRAIC] = computeRates(VOI, STATES, CONSTANTS); ALGEBRAIC = computeAlgebraic(ALGEBRAIC, CONSTANTS, STATES, VOI); % Plot state variables against variable of integration [LEGEND_STATES, LEGEND_ALGEBRAIC, LEGEND_VOI, LEGEND_CONSTANTS] = createLegends(); figure(); plot(VOI, STATES); xlabel(LEGEND_VOI); l = legend(LEGEND_STATES); set(l,'Interpreter','none'); end function [LEGEND_STATES, LEGEND_ALGEBRAIC, LEGEND_VOI, LEGEND_CONSTANTS] = createLegends() LEGEND_STATES = ''; LEGEND_ALGEBRAIC = ''; LEGEND_VOI = ''; LEGEND_CONSTANTS = ''; LEGEND_VOI = strpad('t in component main (second)'); LEGEND_STATES(:,1) = strpad('q_1 in component main (metre)'); LEGEND_STATES(:,2) = strpad('v_1 in component main (m_per_s)'); LEGEND_ALGEBRAIC(:,4) = strpad('a_1 in component main (m_per_s2)'); LEGEND_ALGEBRAIC(:,1) = strpad('u_C in component main (J_per_m)'); LEGEND_ALGEBRAIC(:,2) = strpad('u_R in component main (J_per_m)'); LEGEND_ALGEBRAIC(:,3) = strpad('u_L in component main (J_per_m)'); LEGEND_CONSTANTS(:,1) = strpad('C in component main (m2_per_J)'); LEGEND_CONSTANTS(:,2) = strpad('R in component main (Js_per_m2)'); LEGEND_CONSTANTS(:,3) = strpad('L in component main (Js2_per_m2)'); LEGEND_RATES(:,1) = strpad('d/dt q_1 in component main (metre)'); LEGEND_RATES(:,2) = strpad('d/dt v_1 in component main (m_per_s)'); LEGEND_STATES = LEGEND_STATES'; LEGEND_ALGEBRAIC = LEGEND_ALGEBRAIC'; LEGEND_RATES = LEGEND_RATES'; LEGEND_CONSTANTS = LEGEND_CONSTANTS'; end function [STATES, CONSTANTS] = initConsts() VOI = 0; CONSTANTS = []; STATES = []; ALGEBRAIC = []; STATES(:,1) = 1; STATES(:,2) = 0; CONSTANTS(:,1) = 20; CONSTANTS(:,2) = 0.1; CONSTANTS(:,3) = 10; if (isempty(STATES)), warning('Initial values for states not set');, end end function [RATES, ALGEBRAIC] = computeRates(VOI, STATES, CONSTANTS) global algebraicVariableCount; statesSize = size(STATES); statesColumnCount = statesSize(2); if ( statesColumnCount == 1) STATES = STATES'; ALGEBRAIC = zeros(1, algebraicVariableCount); utilOnes = 1; else statesRowCount = statesSize(1); ALGEBRAIC = zeros(statesRowCount, algebraicVariableCount); RATES = zeros(statesRowCount, statesColumnCount); utilOnes = ones(statesRowCount, 1); end RATES(:,1) = STATES(:,2); ALGEBRAIC(:,1) = STATES(:,1)./CONSTANTS(:,1); ALGEBRAIC(:,2) = STATES(:,2).*CONSTANTS(:,2); [CONSTANTS, STATES, ALGEBRAIC] = rootfind_0(VOI, CONSTANTS, STATES, ALGEBRAIC); [CONSTANTS, STATES, ALGEBRAIC] = rootfind_1(VOI, CONSTANTS, STATES, ALGEBRAIC); RATES(:,2) = ALGEBRAIC(:,4); RATES = RATES'; end % Calculate algebraic variables function ALGEBRAIC = computeAlgebraic(ALGEBRAIC, CONSTANTS, STATES, VOI) statesSize = size(STATES); statesColumnCount = statesSize(2); if ( statesColumnCount == 1) STATES = STATES'; utilOnes = 1; else statesRowCount = statesSize(1); utilOnes = ones(statesRowCount, 1); end ALGEBRAIC(:,1) = STATES(:,1)./CONSTANTS(:,1); ALGEBRAIC(:,2) = STATES(:,2).*CONSTANTS(:,2); end % Functions required for solving differential algebraic equation function [CONSTANTS, STATES, ALGEBRAIC] = rootfind_0(VOI, CONSTANTS_IN, STATES_IN, ALGEBRAIC_IN) CONSTANTS = CONSTANTS_IN; STATES = STATES_IN; ALGEBRAIC = ALGEBRAIC_IN; global initialGuess_0; if (length(initialGuess_0) ~= 1), initialGuess_0 = 0.1;, end options = optimset('Display', 'off', 'TolX', 1E-6); if length(VOI) == 1 residualfn = @(algebraicCandidate)residualSN_0(algebraicCandidate, ALGEBRAIC, VOI, CONSTANTS, STATES); ALGEBRAIC(:,3) = fsolve(residualfn, initialGuess_0, options); initialGuess_0 = ALGEBRAIC(:,3); else SET_ALGEBRAIC(:,3) = logical(1); for i=1:length(VOI) residualfn = @(algebraicCandidate)residualSN_0(algebraicCandidate, ALGEBRAIC(i,:), VOI(i), CONSTANTS, STATES(i,:)); TEMP_ALGEBRAIC(:,3) = fsolve(residualfn, initialGuess_0, options); ALGEBRAIC(i,SET_ALGEBRAIC) = TEMP_ALGEBRAIC(SET_ALGEBRAIC); initialGuess_0 = TEMP_ALGEBRAIC(:,3); end end end function resid = residualSN_0(algebraicCandidate, ALGEBRAIC, VOI, CONSTANTS, STATES) ALGEBRAIC(:,3) = algebraicCandidate; resid = (ALGEBRAIC(:,1)) - ( - ALGEBRAIC(:,2) - ALGEBRAIC(:,3)); end % Functions required for solving differential algebraic equation function [CONSTANTS, STATES, ALGEBRAIC] = rootfind_1(VOI, CONSTANTS_IN, STATES_IN, ALGEBRAIC_IN) CONSTANTS = CONSTANTS_IN; STATES = STATES_IN; ALGEBRAIC = ALGEBRAIC_IN; global initialGuess_1; if (length(initialGuess_1) ~= 1), initialGuess_1 = 0.1;, end options = optimset('Display', 'off', 'TolX', 1E-6); if length(VOI) == 1 residualfn = @(algebraicCandidate)residualSN_1(algebraicCandidate, ALGEBRAIC, VOI, CONSTANTS, STATES); ALGEBRAIC(:,4) = fsolve(residualfn, initialGuess_1, options); initialGuess_1 = ALGEBRAIC(:,4); else SET_ALGEBRAIC(:,4) = logical(1); for i=1:length(VOI) residualfn = @(algebraicCandidate)residualSN_1(algebraicCandidate, ALGEBRAIC(i,:), VOI(i), CONSTANTS, STATES(i,:)); TEMP_ALGEBRAIC(:,4) = fsolve(residualfn, initialGuess_1, options); ALGEBRAIC(i,SET_ALGEBRAIC) = TEMP_ALGEBRAIC(SET_ALGEBRAIC); initialGuess_1 = TEMP_ALGEBRAIC(:,4); end end end function resid = residualSN_1(algebraicCandidate, ALGEBRAIC, VOI, CONSTANTS, STATES) ALGEBRAIC(:,4) = algebraicCandidate; resid = (ALGEBRAIC(:,3)) - ( ALGEBRAIC(:,4).*CONSTANTS(:,3)); end % Pad out or shorten strings to a set length function strout = strpad(strin) req_length = 160; insize = size(strin,2); if insize > req_length strout = strin(1:req_length); else strout = [strin, blanks(req_length - insize)]; end end