AI/ML Modeling in Manufacturing
Get Competitive Edge
Harness the power of AI/ML modeling on your plant and shopfloor data
AI/ML models if provided with large amounts of diverse plant data, can work wonders for your plant in generating direct benefits. Such benefits include understanding complex causal relationships and acting upon gaps that exist in production of quality products with consistency and high yields. However AI/ML models work best when provided with huge amounts of plant and shopfloor data. Do you have it? Or are you working with providing a spreadsheet with limited data points to AI/ML models. Don’t fall for fancy consultants and AI/ML Models. They are the easy part! The hard part is the data.
AI/ML MODELING WITH VAST AMOUNT OF DATA
AI/ML models are available with lot of sophistication that can help you get deep insights into your manufacturing setup and take your decision making to a different level. Such decision making with AI/ML models available can give you a competitive advantage that not many manufacturers are having today.
01
PROBLEM
To be able to do any justice to AI/ML modeling, you need to have lots of data. Small amounts of data do not enable AI/ML models to have the fidelity desired.
02
SOLUTION
Good news is that you do not need to invest millions of dollars in your AI/ML projects. Just implement our UniFieD device in your plant and you have all the data you need for AI/ML models and the deeper insights into the plant.
03
BENEFIT
With AI/ML modeling, manufacturing companies can increase their manufacturing efficiency and reduce energy consumption significantly.
04
USE CASE
In a plant with only two measurements available on a distillation column chain, placing UniFied to capture 3 additional intermediate flows and temperatures helps the plant achieve a 2% increase in yield and 4% reduction in Energy.