What is meant by Measurement data?
"Measurement data" refers to the collection and evaluation of data gathered during the production process. MDE (Machine Data Collection) specifically refers to the automatic collection of operational and production data directly from machines. This data is used to monitor and improve the efficiency and performance of production equipment.
Typical features of software in the area of "measurement data, MDE" include:
- Real-time data collection: Automatic collection of data such as run times, downtime, production quantities, and error messages directly from machines.
- Data integration: Integration of collected measurement data into central systems like ERP or MES for further processing and analysis.
- Visualization: Providing dashboards and graphical representations for real-time monitoring of machine performance and production processes.
- Alarm and notification systems: Setting up alarms and notifications for deviations or disruptions in the production process.
- Reporting: Creating detailed reports on machine utilization, production performance, and maintenance needs.
- Historical data analysis: Analyzing historical measurement data to identify trends and support preventive maintenance.
- Quality control: Monitoring and documenting quality parameters during production to ensure consistent product quality.
- OEE calculation (Overall Equipment Effectiveness): Calculating and analyzing overall equipment effectiveness to assess production performance.
Examples of "measurement data, MDE":
- Automotive industry: Collecting production data to optimize assembly processes and reduce downtime.
- Food industry: Monitoring production conditions such as temperature and humidity to comply with hygiene standards.
- Pharmaceutical production: Documenting process parameters to ensure compliance with regulatory requirements.
- Metalworking: Measuring and analyzing machine vibrations and temperature to detect maintenance needs early.
- Textile production: Collecting production speeds and material consumption data to optimize production planning and control.