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Xiaoxing Wang

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Extracted Features #2

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Model Parameters & Health Indicator

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windTurbineRUL / Raspberry Pi 3B+

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Answered
need data about tach signal?
You can also get a tacho signal like this fs = 1e3; %* sampling frequency fr = 5; %* repetition frequency t = 0:1/fs:1; puls...

ungefär ett år ago | 0

Answered
bayesopt関数で使われているARD Matérn 5/2 カーネルのハイパーパラメータは逐次最適化されているのでしょうか?
可能です。 カスタム出力関数を定義する必要があります。 https://jp.mathworks.com/help/stats/bayesian-optimization-output-functions.html 上のリンクにある例題で言えば、以下...

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airCompressor
Field 2: 1 = Bearing, 2 = Flywheel, 3 = Healthy, 4 = LIV, 5 = LOV, 6 = NRV, 7 = Piston, 8 = Riderbelt

mer än 2 år ago

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servoMotorRUL

mer än 2 år ago

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音の異音判定で活用できる9種類の特徴抽出
コンプレッサーの異音判定のアルゴリズムを、時系列データに活用できる9種類の特徴抽出を基に、機械学習・深層学習のアプローチで解析します。

mer än 3 år ago | 1 download |

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To save the lyapunov exponent plot in specific folder while for loop iteration?
Please consider the following code within your loop. for k = 1:N ... fileName = sprintf('testFig%d.pdf',k) fileN...

mer än 4 år ago | 0

Answered
Problem importing data.How to fix this error?
Can you show the structure of your input data?

mer än 4 år ago | 0

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Error occured while importing ensemble table to diagnostic feature designer
The icons tell that your inputs 'Data', 'o2', and 'Faultcode' are independent variables. You need to reconstruct 'Data' and 'o2...

mer än 4 år ago | 1

Answered
How can I download 'Predictive Maintenance Toolbox' for trial only?
Please visit the link below. https://www.mathworks.com/campaigns/products/trials.html?prodcode=PM

mer än 4 år ago | 0

Answered
Importing Live Data into Matlab
Depending on how you want to realize the system. You can use Instrument Control Toolbox to connect MATLAB directly to your inst...

mer än 4 år ago | 1

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RUL Prediction based on Degradation models
For the implementation of degradation model, you can refer to the famous Wind Turbine example. https://www.mathworks.com/help/p...

mer än 4 år ago | 0

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Question on the selection of threshold in "Wind Turbine High-Speed Bearing Prognosis" example.
If you have 100 samples, instead of calculating the threshold, you can try the similarity model to estimate RUL as an alternativ...

mer än 4 år ago | 0

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How to get T-Test Score for feature ranking?
For two groups, Diagnostic Feature Designer App. uses ttest2 with min-max normalized inputs. If you have R2020a and later, you ...

mer än 4 år ago | 1

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Answered
Diagnostic Feature Designer App can estimate the RUL?!
You can not use Diagnostic Feature Designer App. to calculate RUL. However, you can manually program to estimate RUL with Predi...

mer än 4 år ago | 1

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