HMS Solution
Working closely with experts from trinamiX, HMS developed a modular software solution consisting of a universal mobile app that connects to the infrared detector device and a cloud-based backend that handles all necessary data management tasks. In addition, an environment was set up to operationalize the underlying machine learning models, and a user-friendly, web-based customer portal was created. The solution automatically transmits sensor data from the device to the cloud backend via the mobile app. Based on the respective sensor reading, a score is then generated, enabling the user to gain insights in real time and take appropriate action. Additionally, both the specific sensor data and the generated predictions can be analyzed in detail via the user portal.
Project summary
trinamiX
Branche: Sensorik und Messtechnik
Schwerpunkt: Data Science & Machine Learning
Use Case: MLOps & Model Operations
Lösung
Universelle mobile App, Cloud-Backend und webbasiertes Kundenportal
Einsatzbereiche
Kunststoffrecycling, Landwirtschaft, Kosmetik sowie chemische Industrie
Tech Stack
Customer Benefits
By combining the powerful capabilities of its proprietary NIR sensor with the seamless scalability and flexibility of cloud computing, trinamiX has been able to expand the scope of NIR spectroscopy. The innovative mobile NIR solution has already helped significantly improve its customers’ processes in sectors such as plastics recycling, agriculture, cosmetics, and the chemical industry.
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