Aniket Manjare in MATLAB Answers
上次活动时间: 2020-12-20

i am trying to run this code but is not working can you please help me with this %% %Data Collection and Labeling clc; clear all; labelPoints = {[2,50],[51,80]}; NoOfFailureModes = 2; estimateRULFlags = [false, true]; path = 'Datasets/'; labels = {[categorical("OFF"),categorical("ON"),categorical("DUCT BLOCKAGE")],[categorical("OFF"),categorical("ON"),categorical("ROTOR IMBALANCE")]}; rawdata = cell(NoOfFailureModes); data = cell(NoOfFailureModes); for i = 1:NoOfFailureModes rawdata{i} = readtable([path 'Dataset' num2str(i) '.csv'],'Delimiter',','); %Read the downloaded csv file data{i} = dataParsing(rawdata{i},labelPoints{i},labels{i},i); %Parse the rawdata end function data = dataParsing(rawdata,labelPoints,labels,dataset) bias = 44; noOfDataPoints = length(rawdata.entry_id); labelPoints = [0 labelPoints noOfDataPoints]; for i = 1:length(labelPoints)-1 Label(labelPoints(i)+1:labelPoints(i+1),:) = labels(i); %Create Labels for the data points end j = 1; if(dataset == 2) offset = 0; else offset = 2000; end for i = 1:noOfDataPoints text1 = strsplit(rawdata.field1{i},','); text2 = strsplit(rawdata.field2{i},','); text3 = strsplit(rawdata.field3{i},','); text4 = strsplit(rawdata.field4{i},','); text5 = strsplit(rawdata.field5{i},','); text6 = strsplit(rawdata.field6{i},','); var = zeros(length(text1)-1,6); flag = true; for k = 1:length(text1)-1 %to neglect the last comma, use -1 var(k,1) = str2num(text1{k})-bias; var(k,2) = str2num(text2{k})-bias; var(k,3) = str2num(text3{k})-bias; if(var(k,1) ~= -bias || var(k,2) ~= -bias || var(k,3) ~= -bias ) %Turning the device off and on will reset the first data set to all zeroes var(k,4) = str2num(text4{k})-bias; var(k,5) = str2num(text5{k})-bias; var(k,6) = str2num(text6{k})-bias; else flag = false; break; end end if(flag) %accept a valid datapoint data.Label(j,:) = Label(i); data.sno(j,:) = rawdata.entry_id(i) + offset; data.X(j,:) = [var(:,1);var(:,4)]; data.Y(j,:) = [var(:,2);var(:,5)]; data.Z(j,:) = [var(:,3);var(:,6)]; j = j+1; end end data = struct2table(data); end

关于 ThingSpeak

The community for students, researchers, and engineers looking to use MATLAB, Simulink, and ThingSpeak for Internet of Things applications. You can find the latest ThingSpeak news, tutorials to jump-start your next IoT project, and a forum to engage in a discussion on your latest cloud-based project. You can see answers to problems other users have solved and share how you solved a problem.