# Predictive Maintenance in a Hydraulic Pump

버전 23.2.2.6 (12.5 MB) 작성자:
Predictive maintenance algorithm developed using digital twin of hydraulic pump modeled in Simscape
다운로드 수: 2.3K
업데이트 날짜: 2023/12/6
This example models a triplex pump with a predictive maintenance algorithm that can detect which parts of the pump are failing simply by monitoring the pump output pressure.
The Simscape model of the pump can be configured to model degraded behavior due to seal leakage, blocked inlets, bearing wear, and broken motor windings. MATLAB code shows how to accelerate testing by reusing results from previous simulations. The model can be used to generate training data for the machine learning algorithm and can be used to test the deployed algorithm. MATLAB Live Scripts show you how to develop the algorithm.
Mechanical, hydraulic, and electrical parameters are all defined in MATLAB which lets you easily resize the pump. The pump housing is imported from CAD.
Please read the README.md file to get started.
Use the "Download" button above to get files compatible with the latest release of MATLAB.
Use the links below to get files compatible with earlier releases of MATLAB.
See how to model a fluid actuation system in Simscape (7 min):
Try these free, hands-on tutorials to learn how to use Simscape:
Read the e-book “Predictive Maintenance with MATLAB”
• https://www.mathworks.com/content/dam/mathworks/tag-team/Objects/p/93060v00_Predictive_Maintenance_e-book_v04.pdf
Find other Simscape examples by searching posts for the keyword "physical modeling"
http://www.mathworks.com/matlabcentral/fileexchange/?term=%22physical+modeling%22
Learn more about MathWorks Simscape Products:
http://www.mathworks.com/physical-modeling/

### 인용 양식

Steve Miller (2024). Predictive Maintenance in a Hydraulic Pump (https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/23.2.2.6), GitHub. 검색됨 .

##### MATLAB 릴리스 호환 정보
개발 환경: R2023b
R2017b에서 R2023b까지의 릴리스와 호환
##### 플랫폼 호환성
Windows macOS Linux
##### 카테고리
Help CenterMATLAB Answers에서 Predictive Maintenance Toolbox에 대해 자세히 알아보기
##### 커뮤니티
Power Electronics Control 커뮤니티에 더 많은 파일이 있습니다

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#### Workflows/Fault_Sweep

GitHub 디폴트 브랜치를 사용하는 버전은 다운로드할 수 없음

버전 게시됨 릴리스 정보
23.2.2.6

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/23.2.2.6

23.1.2.6

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/23.1.2.6

23.1.2.5

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/23.1.2.5

22.2.2.6

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/22.2.2.6

22.2.2.5

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/22.2.2.5

22.1.2.6

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/22.1.2.6

22.1.2.5

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/22.1.2.5

21.2.2.5

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/21.2.2.5

21.2.2.4

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/21.2.2.4

21.1.2.4

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/21.1.2.4

21.1.2.3

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/21.1.2.3

20.2.2.2

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/20.2.2.2

20.1.2.1

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/20.1.2.1

19.2.2.0

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/19.2.2.0

19.1.1.3

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/19.1.1.3

18.2.1.2

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/18.2.1.2

18.1.1.1

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/18.1.1.1

17.2.1.0

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/17.2.1.0

1.3.0.2

Connected to GitHub repository.

1.3.0.1

Added links to download files compatible with earlier releases of MATLAB.

1.3.0.0

Added R2019a version.

1.2.0.0

Added R2018b version.

1.1.0.0

Added R2018a version. Contact me for R2017b version.

1.0.0.0

Initial version.

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이 GitHub 애드온의 문제를 보거나 보고하려면 GitHub 리포지토리로 가십시오.