Services
We offer various services for clients including small companies to large industrial players facing the challenge to produce goods through complex chemical and biotechnological processes. Our consulting service is based on versatile solutions developed throughout several years of collaboration with leading companies mainly in the biopharmaceutical sector. We are open for clients without any background in process digitalization and modeling to those with a first digital framework already on site.
Process Data Analytics
This Service focuses on showing the large potential of big process data, which is generated in industrial plants but rarely analyzed in depth. The following activities can be offered:
- Complete process data import and management
- Univariate and multivariate data visualization
- Visual process data analytics
- Process data clustering
Advanced Process Digitalization
This Service focuses on combining cutting-edge statistical and machine learning solutions with formalized existing process knowledge to benefit from the potential of big process data.
- Predictive statistical process models
- Hybrid process models with integrated process knowledge
- Evaluation and design of analytical scheme for efficient and accurate process monitoring
- Evaluation of advanced technologies such as spectroscopic sensors for process monitoring
- Process screening and optimization based on model-supported experimental design
- Efficient model-supported process scale-up
- Design of process control structure
Training and teaching
We offer broad audience and specialist-targeted training sessions and workshops. Join us on the Advanced Process Data Analytics Course and on the Symposium
on Big Data Analytics and Digitalization for Biotech and Pharma.
