ACCELERIX

What it does

• Fully automatize the continuous improvement process of value chains by gathering, analyzing and interpreting available information

How we built it

• A central container hosted on predix that collects sensor information and value chain characteristics, which are analyzed and visualized on a responsive dashboard

Challenges we ran into

• Data cleaning and stitching as well as interpretation of production information from an unknown domain
• Evaluation and interpretation of inferred Machine Learning insights

Accomplishments that we're proud of

• Achieved basic understanding of predix platform and the value chain business
• Generation of interpretable outcomes

What we learned

• Importance of skill distribution within a diverse team
• The positive impact of a Minimal Viable Product (MVP)

What's next for ACCELERIX

• Refinement of the UI / UX
• Development of a more sophisticated prediction approach
• Invention of a real-time data analytics pipeline

Built With

• adruino
• arduino
• d3.js
• iiot
• intel-nuc
• iot
• javascript
• material-design
• pandas
• predix
• python
• scikit-learn