The Role of Test Data in Digital Evolution
Test data plays a vital role in supporting engineering and a business’s efforts to evolve digitally. It streamlines processes and empowers teams to innovate faster and more productively. That is why it’s so important for those who oversee design, production, MRO, and other parts of a business to understand the value of test data across the entire enterprise.
Benefits of Automated Test Systems
Automated test and measurement systems that are connected and tightly integrated with instrumentation and test data can improve efficiency and quality across the product lifecycle in several ways. For example, automated validation and characterization can interface seamlessly with design and simulation tools so test program sets can be developed earlier. Automated production test systems that are linked to a manufacturing execution system (MES) can ensure that test assets are allocated and managed efficiently. Plus, linked systems help guarantee that test execution is optimized as manufacturing conditions change. Automated intermediate- and operational-level systems used for field maintenance and testing can share usage, diagnostic, and repair data automatically to inform ongoing product development and refinement.
Challenges in Integrating Test Data
Many organizations that hope to integrate test data into their digital transformation initiatives face several challenges. For one, multiple factors—including government regulations, incompatible data formats, and/or communication protocols used by legacy test equipment and software—hinder their ability to combine disparate data sets. Second, test data is often stored without metadata that describes the operating context of the test, which process leaders rely on to improve the usefulness of the test data. Finally, organizations must combine real-time data with historical data and make all of it readily available so process leaders and operators can use it on demand.
Solutions for Successful Digital Transformation
Fortunately, there are solutions on the market today to address the challenges impeding a business’s digital transformation. IT units and operations teams can employ these solutions concurrently and strategically, helping their businesses move toward this ultimate goal.