w88手机登录® and Simulink® enable engineers to address the growing complexity of modern production equipment and the demand for higher flexibility.
Industrial Automation and Machinery engineers use Model-Based Design in w88手机登录 and Simulink to:
- Design and test machine controls and supervisory logic
- Run automatic tests on equipment functions
- Design artificial intelligence (AI) algorithms for predictive maintenance and operations optimization
- Generate real-time code (C/C++, IEC 61131-3) for industrial controllers and PLCs
“As a manufacturing company we don’t have data scientists with machine learning expertise, but MathWorks provided the tools and technical know-how that enabled us to develop a production preventative maintenance system in a matter of months.”Dr. Michael Kohlert, Mondi
With w88手机登录 and Simulink, engineers can define models using physics-based, multi-domain modeling tools, as well as data from their assets. Both data-driven and physics-based models can be tuned with real-world data from the operating asset to act as a digital twin. Engineers can use these digital twins for prediction, what-if simulations, anomaly detection, fault isolation, and more.
Using w88手机登录 and Simulink, engineers can implement a digital twin wherever it makes sense for their application (edge smart devices, PLCs, or industrial controllers, or in the system’s IT infrastructure).
Using w88手机登录 and Simulink, engineers can embed AI and data science algorithms in industrial automation applications without being an expert in data science or machine learning. For example, engineers can manage poor quality data by using dedicated apps to label data or train AI models.
With w88手机登录 and Simulink, engineers can use a simulation model of the components, systems, or plants to test and validate their design before implementing it on actual prototyping or production equipment. Virtual commissioning allows engineers to identify and eliminate design errors early in the process, decreasing the development and validation time, while reducing risk and potential damage.
w88手机登录 and Simulink algorithms can be deployed in production on devices at the field level (edge), supervisory and control level, or enterprise level (server or cloud IT).
w88手机登录 and Simulink can communicate through a wide range of busses and protocols, such as:
- OPC UA
- Ethernet TCP or UDP
- Serial (e.g., RS232 or RS485)
Engineers can also integrate w88手机登录 and Simulink with software, such as the OSIsoft® PI System™.