Predictive Maintenance in a Hydraulic Pump

Predictive maintenance algorithm developed using digital twin of hydraulic pump modeled in Simscape

https://github.com/mathworks/Simscape-Triplex-Pump

版本 26.1.2.7 (13.0 MB)
2.9K 次下载
(3)
2026/5/16

您现在正在关注此提交

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.
You can try this example in MATLAB Online.
For earlier MATLAB releases, use "Version History" tab above or these links:
See how to model a fluid actuation system in Simscape (7 min):
Learn how to use Simscape with
Product Capabilities:

引用格式

Steve Miller (2026). Predictive Maintenance in a Hydraulic Pump (https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/26.1.2.7), GitHub. 检索时间: .

类别

在 Help Center 和 MATLAB Answers 中查找有关 Predictive Maintenance Toolbox 的更多信息

一般信息

MATLAB 版本兼容性

  • 兼容 R2017b 到 R2026a 的版本

平台兼容性

  • Windows
  • macOS
  • Linux
社区
在新标签页中打开

无法下载基于 GitHub 默认分支的版本

版本 已发布 发行说明
26.1.2.7

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/26.1.2.7
25.2.2.7

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/25.2.2.7
25.1.2.7

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/25.1.2.7
24.2.2.7

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/24.2.2.7
24.1.2.7

See release notes for this release on GitHub: https://github.com/mathworks/Simscape-Triplex-Pump/releases/tag/24.1.2.7
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.
要查看或报告此来自 GitHub 的附加功能中的问题，请访问其 GitHub 存储库。
要查看或报告此来自 GitHub 的附加功能中的问题，请访问其 GitHub 存储库。