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Extraordinary Insights Mined Through Data

May 1, 2024 | Public | 0 comments

Today, institutional facilities professionals as well as industry OEMs use sophisticated equipment to track and report data. This essential data can be collected while measuring and testing raw materials, in-process components, and finished products, whether on the manufacturing plant floor, onsite, or in the field.

However, many organizations struggle to efficiently gather, monitor, and analyze the vast amount of information they accumulate. This lack of comprehensive and global approach hinders the effective utilization of data analytics to derive valuable insights from raw data. The result is often missed opportunities to make strategic decisions, enhance performance, increase productivity, and ultimately improve profitability.

As Peter Sondergaard, Senior Vice President and Global Head of Research at Gartner, Inc. shared, “Information is the oil of the 21st century, and analytics is the combustion engine.” Just like oil, data has tremendous potential value but only when it is effectively gathered and utilized.

However, with all the materials, instruments, and applications involved in modern manufacturing, it can be challenging to capture, track, assess, and effectively use the flood of data that is generated on a timely basis. According to the Forbes article Big Data: 20 Mind-Boggling Facts Everyone Must Read, “At the moment less than 0.5% of all data is ever analyzed and used.”

Now industry innovation is helping facility management professionals and OEMs to gain key insights into their products and processes by enabling them to effectively interpret data from every test given even at mass volumes.

Having access to tools that allow you to automatically store, track, and analyze the information gathered from test instruments can help professionals unlock the greatest potential value from their ideas, processes, and products. This kind of analysis means users can take logs of test results and let the data “speak for itself” to help engineers and management recognize patterns and draw accurate conclusions. In some cases, the data analysis may help them make accurate predictions to drive future growth.

Effective data tracking and analysis offers significant benefits to many areas within institutional facilities and industry OEMs from R&D, process engineering, and plant management to quality assurance, maintenance, corporate management, and even regulatory compliance.

The Many Benefits of Data Tracking
For facility management professionals and equipment OEMs, implementing an effective data tracking system can be crucial to maintaining quality assurance and ensuring optimal results for a product or process.

For example, it can reduce or eliminate measurement or labeling errors at every phase of the process. This can help to ensure safety, which is particularly important in fields like facility management where precision can be key.

Logging and analyzing data can provide much needed transparency for quality assurance. Data tracking streamlines auditing by providing a definitive means to examine quality and workflow analysis. Ongoing tracking can help to pinpoint exactly where an issue arises, making it easier to investigate and address any problems whether in manufacturing or in the field.

Tracking and analyzing data can also identify important patterns and trends in testing.

Being able to automatically and effortlessly log data not only means you can review information from previous tests, but also analyze the data, draw conclusions, and make informed decisions for the future rather than merely reacting to problems as they occur.

Data Tracking and Analysis Simplified
To help industry professionals attain the utmost value from their data, OEMs have developed a new generation of software to streamline the collection and analysis of production measurement data.

As an example, one OEM has introduced a tracker system, a data collection and analysis software solution that gives organizations the ability to monitor, synthesize, display, and report information from manufacturing-related measurement devices over time. This can include, for instance, factors such as the moisture measurement or organic composition analysis of everything from raw inputs to finished products.

The system is comprised of a collection of software programs that allow processors to log and analyze data they collect on each device. The single analyzer version is a database with display and output functions for a single measurement device. Using multiple analyzers gives users the ability to simultaneously collect, display, monitor, and send out data from several devices all in one place.

A positioning module allows users to add location data for instrument readings and other measurements. This enables integration of the information with linear actuators and/or robotics, which can facilitate making real-time adjustments in production equipment as required to improve quality or efficiency.

The tracker software allows integrating data collection tables and graphs as needed from a wide range of devices, making the system a one-stop-shop for manufacturing data collection and analysis. The system provides modules for distributed data management so multiple authorized users can view, analyze, manage, and send out process control management data simultaneously.

The tracker system is designed to serve as a single collection point for data and analysis that can be applied across all sectors and industries.

The data tracking and analysis system delivers even more value for facility management when used in conjunction with smart measurement devices. On the production floor, “smart” equates with the ability to continually monitor conditions such as product and input moisture content in real-time to optimize quality. Assessing proper moisture level in products and processes is essential for many reasons such as meeting regulatory standards, ensuring proper chemical reactions, and drying, maximizing shelf life, and deterring mold.

One example is an in-line NIR moisture meter system. With a response time of 0.2 seconds, +/- 0.01% accuracy, and a moisture measurement range of 0.00-100.0%, the device can be used to assess extremely variable and rapidly changing products, as well as processes where quality is critical. The quick response time enables faster production line rates with superior moisture measurement. It has been used in various industrial production lines to test pharmaceuticals, chemicals, foods, textiles, minerals, lubricants, pulp/paper goods, and personal care products.

The technology is “smart” because all of the calculations are performed inside the sensor and measurements are sent on a 24/7 basis to smartphones, PCs, and other devices without having to be directly connected. If desired, these instruments can prompt operators and managers with alerts as needed.

When the smart device’s monitoring capabilities are integrated with accompanying tracker data collection and analysis software, improved error detection, defect analysis, and product quality result.

With all these meticulous readings and with every instrument geared toward accuracy in every moment, comes a great deal of data. It only makes sense to provide a place to store, track, and analyze all this information. This is a wealth of information that’s right at their fingertips, and the right lens can unlock this information.

As an example, when two smart sensors were used to run different production lines at a manufacturer, the devices’ real-time capability detected periodic, wildly fluctuating moisture values that caused their extrusion process to go out of control. After investigation, it was determined that the manufacturer’s electrical circuits had not been adequately isolated from the effects of a nearby power plant’s operation on shared power lines.

As more industries and sectors look to improve their processes and inform their decisions, effectively collecting and analyzing data will become even more critical. Facility management for OEMs and industry professionals that take advantage of the latest tools to track and analyze their data will not only improve their production quality and efficiency but also position themselves for success in the future.

John Bogart is an expert in moisture and composition analysis and the Managing Director of Kett US, a manufacturer of a full range of moisture and organic composition analyzers.

The post Extraordinary Insights Mined Through Data appeared first on Facility Management.


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