From 7695c0b485a385d9bbe9077d96421194ef809e82 Mon Sep 17 00:00:00 2001 From: Tom Teasdale <27562582+teasit@users.noreply.github.com> Date: Sun, 31 Dec 2023 00:55:07 +0100 Subject: [PATCH] further refactoring of TTC import parser fitting results suddenly implausible, perhaps added a bug while refactoring. --- doc/examples/Example_Fitter_FSAETTC.mlx | Bin 5791 -> 355913 bytes .../GE90THrblrPLJs9p3trPzWaAY0wd.xml | 6 + .../GE90THrblrPLJs9p3trPzWaAY0wp.xml | 2 + sandbox/Fitting.mlx | Bin 168535 -> 88467 bytes src/+tydex/+parsers/FSAETTC_SI_ISO_Mat.m | 346 +++++++++--------- src/+tydex/version.m | 5 + 6 files changed, 184 insertions(+), 175 deletions(-) create mode 100644 resources/project/LwDCyDiaEj0e2eEVUCvZwzv_yO0/GE90THrblrPLJs9p3trPzWaAY0wd.xml create mode 100644 resources/project/LwDCyDiaEj0e2eEVUCvZwzv_yO0/GE90THrblrPLJs9p3trPzWaAY0wp.xml create mode 100644 src/+tydex/version.m diff --git a/doc/examples/Example_Fitter_FSAETTC.mlx b/doc/examples/Example_Fitter_FSAETTC.mlx index 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z3!IZt6r= z5+ehXaneh-&o!wIS zC>`~uYzA4#`q3IRnT_7A*&7vWbrd{EL0Nx=Fq|js$$beAscL2G%=7oX)B)p&i zcK84yjtlVnpJJuz;SLP6kDY0NC*0fSn1Pc3Hm?Sy&jA{=lpqlOf7JdBU=Mukyx?x$ z5UJz(cSUVZxH*?e;z$~x#KCy7V#M>R6Koc&-BDLz@g#pnn06oH#oG diff --git a/src/+tydex/+parsers/FSAETTC_SI_ISO_Mat.m b/src/+tydex/+parsers/FSAETTC_SI_ISO_Mat.m index 0d24c74..7787757 100644 --- a/src/+tydex/+parsers/FSAETTC_SI_ISO_Mat.m +++ b/src/+tydex/+parsers/FSAETTC_SI_ISO_Mat.m @@ -1,29 +1,36 @@ classdef FSAETTC_SI_ISO_Mat < tydex.Parser - properties (Access = protected) + properties % Looking at the histogram, these thresholds decide which 'bins' % will be grouped together into one steady-state cluster. SteadyStateTolerances struct = struct(... 'FZW', 150, ... % [N] 'INFLPRES', 5, ... % [kPa] 'INCLANGL', 0.2, ... % [deg] - 'SLIPANGL', 0.2) % [deg] + 'SLIPANGL', 0.2, ... % [deg] + 'LONGSLIP', 0.01); % [-] % Names of FSAE TTC variables are mapped to internal (TYDEX) names. Mapping struct = struct(... - 'LONGVEL', struct('InputName', 'V', 'Unit', 'km/h'), ... - 'WHROTSPD', struct('InputName', 'N', 'Unit', '1/s'), ... - 'FX', struct('InputName', 'FX', 'Unit', 'N'), ... - 'FYW', struct('InputName', 'FY', 'Unit', 'N'), ... - 'MXW', struct('InputName', 'MX', 'Unit', 'Nm'), ... - 'MZW', struct('InputName', 'MZ', 'Unit', 'Nm'), ... - 'RUNTIME', struct('InputName', 'ET', 'Unit', 's'), ... - 'LONGSLIP', struct('InputName', 'SL', 'Unit', '-'), ... - 'SLIPANGL', struct('InputName', 'SA', 'Unit', 'deg'), ... - 'INCLANGL', struct('InputName', 'IA', 'Unit', 'deg'), ... - 'INFLPRES', struct('InputName', 'P', 'Unit', 'kPa'), ... - 'FZW', struct('InputName', 'FZ', 'Unit', 'N')); + 'LONGVEL', struct('InputName', 'V', 'InputUnit', 'km/h'), ... + 'WHROTSPD', struct('InputName', 'N', 'InputUnit', '1/s'), ... + 'FX', struct('InputName', 'FX', 'InputUnit', 'N'), ... + 'FYW', struct('InputName', 'FY', 'InputUnit', 'N'), ... + 'MXW', struct('InputName', 'MX', 'InputUnit', 'Nm'), ... + 'MZW', struct('InputName', 'MZ', 'InputUnit', 'Nm'), ... + 'RUNTIME', struct('InputName', 'ET', 'InputUnit', 's'), ... + 'LONGSLIP', struct('InputName', 'SL', 'InputUnit', '-'), ... + 'SLIPANGL', struct('InputName', 'SA', 'InputUnit', 'deg'), ... + 'INCLANGL', struct('InputName', 'IA', 'InputUnit', 'deg'), ... + 'INFLPRES', struct('InputName', 'P', 'InputUnit', 'kPa'), ... + 'FZW', struct('InputName', 'FZ', 'InputUnit', 'N')); + + % Steady-state is achieved when data exists for 'x' seconds. + MinSteadyStateTime {isinteger} = 5 + + % Steady-state (bin) values are rounded to be more readable. + SteadyStateNumberOfDigits (1,1) double = 1 end - methods (Static, Access = public) + methods (Static) function measurements = fixSigns(measurements) %FIXSIGNS Convert SAE to ISO coordinates. arguments @@ -62,7 +69,7 @@ measurements tydex.Measurement end import tydex.parsers.FSAETTC_SI_ISO_Mat.convertUnit - + for num = 1:numel(measurements) measurement = measurements(num); for i = 1:numel(measurement.Measured) @@ -120,7 +127,7 @@ % Local maxima will have a negative second derivative. % Maxima with only very few samples can be discarded with xMin. if length(x) == 1 - indices = true; + indices = 1; return end indices = 1:numel(x); @@ -132,183 +139,172 @@ dds = [diff(ds) 0]; indices = indices(dds < 0 & x >= xMin); end - end - methods (Access = protected) - function [measurements, bins, binvalues] = parse(obj,file,options) - arguments - obj - file char {mustBeFile} - options.MinSteadyStateTime {isinteger} = 5 - end - import tydex.ConstantParameter - import tydex.MeasuredParameter - import tydex.Measurement + function idx = getIndexCombinations(s) + %GETINDEXCOMBINATIONS From R2023a 'combinations' can be used. + % Every steady-state combination is possible. Meaning, each + % inflation pressure could be tested with each normal load, + % then again for each slip angle --- and so on. + f = @(varargin) cellfun(varargin{:}, 'UniformOutput', false); + c = struct2cell(s); + idxFields = f(@(x) 1:numel(x), c); + idxGrid = cell(1, numel(idxFields)); + [idxGrid{:}] = ndgrid(idxFields{:}); + idxCell = f(@(x) x(:), idxGrid); + idx = cell2mat(idxCell); + end + function metadata = getMetadata(measId, supplier) import tydex.Metadata - import tydex.ModelParameter - - data = load(file); - [~,fileName] = fileparts(file); - - isDriveBrakeTest = ~all(data.SL == 0); - varsSteadyState = {'FZW', 'INFLPRES', 'INCLANGL'}; - if isDriveBrakeTest - varsSteadyState = [varsSteadyState {'SLIPANGL'}]; - end - - dt = data.ET(2) - data.ET(1); - nSamplesMin = round(options.MinSteadyStateTime/dt); - nSamples = length(data.ET); - - for i = 1:numel(varsSteadyState) - var = varsSteadyState{i}; - varInput = obj.Mapping.(var).InputName; + version = tydex.version(); + metadata = [ + Metadata('RELEASE', version) + Metadata('MEASID', measId) + Metadata('SUPPLIER', supplier) + ]; + end + end + methods + function [bins, binvalues] = getHistogramBins(obj, data, vars) + mapping = obj.Mapping; + tolerances = obj.SteadyStateTolerances; + time = data.(mapping.RUNTIME.InputName); + dt = time(2) - time(1); + nSamplesMin = round(obj.MinSteadyStateTime/dt); + nDigits = obj.SteadyStateNumberOfDigits; + for i = 1:numel(vars) + var = vars{i}; + varInput = mapping.(var).InputName; [counts,edges] = histcounts(data.(varInput)); - % TODO: edges has one more size than counts; check if the - % findLocalMaxima function works as intended! idx = obj.findLocalMaxima(counts, nSamplesMin); - b = unique(round(abs(edges(idx)),2)); - + b = (edges(idx) + edges(idx+1))/2; + b = round(b, nDigits); + b = unique(b); + eps = tolerances.(var); + xmin = abs(b) - eps; + xmax = abs(b) + eps; x = abs(data.(varInput)); - eps = obj.SteadyStateTolerances.(var); - - bins.(var) = x > (abs(b) - eps) & x < (abs(b) + eps); + bins.(var) = x > xmin & x < xmax; binvalues.(var) = b; end - - n = prod(structfun(@length, binvalues)); + end + function vars = getSteadyStateVariables(obj, data) + mapping = obj.Mapping; + longslip = data.(mapping.LONGSLIP.InputName); + isCorneringTest = all(longslip == 0); + if isCorneringTest + vars = {'FZW','INFLPRES','INCLANGL','LONGSLIP'}; + else + vars = {'FZW','INFLPRES','INCLANGL','SLIPANGL'}; + end + end + function [valsSteady, I_steady] = getSteadyStateValuesAndIndices(... + obj, data, bins, binvalues, vars, idxCombinations) + mapping = obj.Mapping; + nSamples = length(data.(mapping.RUNTIME.InputName)); + + n = prod(structfun(@numel, binvalues)); + I_steady = false(n, nSamples); + valsSteady = struct(); + for i = 1:numel(vars) + var = vars{i}; + valsSteady.(var) = nan(n, 1); + end - % Every steady-state combination is possible. Meaning, each - % inflation pressure could be tested with each normal load; - % then again for each slip angle --- and so on. Initialise - % accordingly, delete later if this combination does not - % exist. - % TODO: there must be a smarter (recursive?) way for this. - I_steadystate = false(n, nSamples); hasNoData = false(n, 1); - i = 1; - for i1 = 1:length(binvalues.FZW) - for i2 = 1:length(binvalues.INCLANGL) - for i3 = 1:length(binvalues.INFLPRES) - if isDriveBrakeTest - for i4 = 1:length(binvalues.SLIPANGL) - I_steadystate(i,:) = ... - bins.FZW(:,i1) &... - bins.INCLANGL(:,i2) &... - bins.INFLPRES(:,i3) &... - bins.SLIPANGL(:,i4); - hasNoData(i) = sum(I_steadystate(i,:)) == 0; - i = i + 1; - end - else - I_steadystate(i,:) = ... - bins.FZW(:,i1) &... - bins.INCLANGL(:,i2) &... - bins.INFLPRES(:,i3); - hasNoData(i) = sum(I_steadystate(i,:)) == 0; - i = i + 1; - end - end + for i = 1:n + I = true(nSamples, 1); + idx = idxCombinations(i,:); + for j = 1:numel(vars) + var = vars{j}; + val = binvalues.(var)(idx(j)); + I = I & bins.(var)(:,idx(j)); + valsSteady.(var)(i) = val; end + hasNoData(i) = ~sum(I); + I_steady(i,:) = I; end + I_steady(hasNoData) = []; + end + function measured = getMeasuredParams(obj, data, indices) + import tydex.MeasuredParameter + mapping = obj.Mapping; + vars = fieldnames(mapping); + n = numel(vars); + measured = cell(n,1); + for i = 1:n + var = vars{i}; + name = mapping.(var).InputName; + unit = mapping.(var).InputUnit; + val = data.(name)(indices); + measured{i} = MeasuredParameter(var, unit, val); + end + measured = [measured{:}]; + end + function constant = getConstantParams(obj, vars, vals, k) + import tydex.ConstantParameter + mapping = obj.Mapping; + n = numel(vars); + constant = cell(n,1); + for i = 1:n + var = vars{i}; + unit = mapping.(var).InputUnit; + val = vals.(var)(k); + constant{i} = ConstantParameter(var, unit, val); + end + constant = vertcat(constant{:}); + end + function modelpar = getModelParams(obj, vals) + import tydex.ModelParameter + mapping = obj.Mapping; - n = n - sum(hasNoData); - measurements(n) = Measurement(); - I_steadystate(hasNoData) = []; - - varsMeasured = {'LONGVEL'; 'WHROTSPD'; 'FX'; 'FYW'; 'MXW'; ... - 'MZW'; 'RUNTIME'; 'LONGSLIP'; 'SLIPANGL'; 'INCLANGL'; ... - 'INFLPRES'; 'FZW'}; - - % TODO: make this smaller (less hardcoding) - if isDriveBrakeTest - for i = 1:n - I = I_steadystate(i,:); - - LONGVEL = MeasuredParameter('LONGVEL', 'km/h', data.V(I)); - WHROTSPD = MeasuredParameter('WHROTSPD', '1/s', data.N(I)); - FX = MeasuredParameter('FX', 'N', data.FX(I)); - FYW = MeasuredParameter('FYW', 'N', data.FY(I)); - MXW = MeasuredParameter('MXW', 'Nm', data.MX(I)); - MZW = MeasuredParameter('MZW', 'Nm', data.MZ(I)); - RUNTIME = MeasuredParameter('RUNTIME', 's', data.ET(I)); - LONGSLIP = MeasuredParameter('LONGSLIP', '-', data.SL(I)); - SLIPANGL = MeasuredParameter('SLIPANGL', 'deg', data.SA(I)); - INCLANGL = MeasuredParameter('INCLANGL', 'deg', data.IA(I)); - INFLPRES = MeasuredParameter('INFLPRES', 'kPa', data.P(I)); - FZW = MeasuredParameter('FZW', 'N', data.FZ(I)); - measurements(i).Measured = [ - LONGVEL RUNTIME INFLPRES WHROTSPD LONGSLIP FX FYW FZW MXW MZW SLIPANGL INCLANGL - ]; - - FZW = ConstantParameter('FZW', 'N', binvalues.FZW(i1)); - INCLANGL = ConstantParameter('INCLANGL', 'deg', binvalues.INCLANGL(i2)); - INFLPRES = ConstantParameter('INFLPRES', 'kPa', binvalues.INFLPRES(i3)); - SLIPANGL = ConstantParameter('SLIPANGL', 'deg', binvalues.SLIPANGL(i4)); - measurements(i).Constant = [ - FZW INCLANGL INFLPRES SLIPANGL - ]; + unit = mapping.FZW.InputUnit; + val = max(vals.FZW); + FNOMIN = ModelParameter('FNOMIN', unit, val); - % TODO: take maximum values as nominal - FNOMIN = ModelParameter('FNOMIN', 'N', binvalues.FZW(end)); - NOMPRES = ModelParameter('NOMPRES', 'kPa', binvalues.INFLPRES(end)); - measurements(i).ModelParameters = [ - FNOMIN NOMPRES - ]; + unit = mapping.INFLPRES.InputUnit; + val = max(vals.INFLPRES); + NOMPRES = ModelParameter('NOMPRES', unit, val); - RELEASE = Metadata('RELEASE','1.3'); - MEASID = Metadata('MEASID', fileName); - SUPPLIER = Metadata('SUPPLIER','FSAE TTC'); + modelpar = [FNOMIN; NOMPRES]; + end + end + methods (Access = protected) + function [measurements, bins, binvalues] = parse(obj,file,options) + arguments + obj + file char {mustBeFile} + options.MeasurementID char = '' + options.Supplier char = 'FSAE TTC' + end + import tydex.Measurement - measurements(i).Metadata = [ - RELEASE - MEASID - SUPPLIER - ]; - end - else - for i = 1:n - I = I_steadystate(i,:); + data = load(file); - LONGVEL = MeasuredParameter('LONGVEL', 'km/h', data.V(I)); - WHROTSPD = MeasuredParameter('WHROTSPD', '1/s', data.N(I)); - FX = MeasuredParameter('FX', 'N', data.FX(I)); - FYW = MeasuredParameter('FYW', 'N', data.FY(I)); - MXW = MeasuredParameter('MXW', 'Nm', data.MX(I)); - MZW = MeasuredParameter('MZW', 'Nm', data.MZ(I)); - RUNTIME = MeasuredParameter('RUNTIME', 's', data.ET(I)); - LONGSLIP = MeasuredParameter('LONGSLIP', '-', data.SL(I)); - SLIPANGL = MeasuredParameter('SLIPANGL', 'deg', data.SA(I)); - INCLANGL = MeasuredParameter('INCLANGL', 'deg', data.IA(I)); - INFLPRES = MeasuredParameter('INFLPRES', 'kPa', data.P(I)); - FZW = MeasuredParameter('FZW', 'N', data.FZ(I)); - measurements(i).Measured = [ - LONGVEL RUNTIME WHROTSPD LONGSLIP SLIPANGL FZW INFLPRES INCLANGL FX FYW MXW MZW - ]; + supplier = options.Supplier; + measId = options.MeasurementID; + if isempty(measId) + [~,measId] = fileparts(file); + end - FZW = ConstantParameter('FZW', 'N', binvalues.FZW(i1)); - LONGSLIP = ConstantParameter('LONGSLIP', '-', 0); - INCLANGL = ConstantParameter('INCLANGL', 'deg', binvalues.INCLANGL(i2)); - INFLPRES = ConstantParameter('INFLPRES', 'kPa', binvalues.INFLPRES(i3)); - measurements(i).Constant = [ - FZW INCLANGL INFLPRES LONGSLIP - ]; + varsSteady = obj.getSteadyStateVariables(data); + [bins, binvalues] = obj.getHistogramBins(data, varsSteady); + idxCombinations = obj.getIndexCombinations(binvalues); + [valsSteady,I_steady] = obj.getSteadyStateValuesAndIndices(... + data, bins, binvalues, varsSteady, idxCombinations); - FNOMIN = ModelParameter('FNOMIN', 'N', binvalues.FZW(end)); - NOMPRES = ModelParameter('NOMPRES', 'kPa', binvalues.INFLPRES(end)); - measurements(i).ModelParameters = [ - FNOMIN NOMPRES - ]; + n = size(I_steady, 1); + measurements(n) = Measurement(); + for i = 1:n + I = I_steady(i,:); - RELEASE = Metadata('RELEASE','1.3'); - MEASID = Metadata('MEASID', fileName); - SUPPLIER = Metadata('SUPPLIER','FSAE TTC'); + measured = obj.getMeasuredParams(data, I); + constant = obj.getConstantParams(varsSteady, valsSteady, i); + modelpar = obj.getModelParams(valsSteady); + metadata = obj.getMetadata(measId, supplier); - measurements(i).Metadata = [ - RELEASE - MEASID - SUPPLIER - ]; - end + measurements(i).Measured = measured; + measurements(i).Constant = constant; + measurements(i).ModelParameters = modelpar; + measurements(i).Metadata = metadata; end measurements = obj.fixUnits(measurements); measurements = obj.fixSigns(measurements); diff --git a/src/+tydex/version.m b/src/+tydex/version.m new file mode 100644 index 0000000..51c7d69 --- /dev/null +++ b/src/+tydex/version.m @@ -0,0 +1,5 @@ +function v = version() +%TYDEX.VERSION Returns version of TYDEX standard implemented. +v = '1.3'; +end +