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Exploratory Data Analysis (EDA)

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Exploratory Data Analysis (EDA) - 1

Service description

We deliver advanced Exploratory Data Analysis (EDA), statistical pattern recognition, and telemetry anomaly screening for industrial bioprocesses and manufacturing data using Buteo. In our Biosolutions Lab, our data scientists combine multivariate distribution analysis, correlation clustering, time series decomposition, and interactive visualization dashboards to uncover hidden production bottlenecks and sensor drift. The purpose is to help biomanufacturing enterprises and processing SMEs transform complex raw sensor telemetry into actionable operational insights, reducing data preparation lead times by up to 50 percent and laying a solid foundation for predictive AI deployment.
Forventede resultater:

Documented insights into data patterns, process variations, and anomalies, including recommendations for further analysis, optimization, or use of AI-based methods.

Metodologi:

The service is delivered as an experimental data analysis process including clarification of the data basis and analysis needs, exploration of process data using statistical methods and visualization in Buteo, and delivery of documented insights and recommendations for further analysis or optimization.

Mål:

Biosolutions, Biotechnological processes, Data-driven process optimization, Other emerging and enabling technologies, Industrial companies needing process analysis

  • Organization: DTI
  • Type: Experiment
  • SUT/E: Process data, statistical analysis methods, and visualization tools for pattern recognition, anomaly detection, and process understanding. Customers must provide historical production or laboratory datasets in structured formats (CSV, Parquet, JSON, or SQL database dumps), sensor metadata descriptions with physical measurement units, data dictionary or variable schema definitions, and an overview of target production anomalies or known quality deviations to investigate.
  • Average duration: 20-60 hours
  • Contact us: thkr@teknologisk.dk

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