AI-Enabled Autonomous Optimization for Continuous Manufacturing
Continuous Quality Improvement is Our #1 Goal
ProcessMiner’s predictive system solves problems before they happen, by making recommendations and prescribing solutions in real-time. In doing so, ProcessMiner™ minimizes raw material usage and reduces other costs, while maintaining both speed and product quality.
Turn-Key, AutoPilot Solution
Easily and quickly deployed turn-key solution for manufacturing processes allows manufacturers to do analysis without a staff of data scientists.
Advanced Data Science
We pair data science, technology and industry expertise to unleash the full potential of digital manufacturing: complete autonomous control for continuous quality improvement.
Real-time Anomaly Detection
Real-time artificial intelligence machine monitoring, predictions, prescriptions and recommendations, gives manufacturers access to metrics both off- and online.
Closed-loop Control
Predictive to root cause automatic vision control. Our AutoPilot platform achieves unprecedented autonomous, closed-loop control of machines for continuous manufacturing.
Manufacturing + ProcessMiner = Sustainability Goals
Manufacturing Operational Improvement
- Address Skilled Labor Shortage
- Improve Product Quality
- Increase Yield
- Increase Throughput
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Manufacturing Sustainability Improvement
- Save Energy
- Reduce Emissions
- Reduce Chemicals Usage
- Save Raw Materials
- Decrease Water Usage
Monetize Your Data
Step #1: Collect Clean, Relevant and Actionable Data
The first step in the optimization process is to access the historical data kept on the server and analyze it for data quality and consistency. This analysis will determine if the data collected is clean and consistently formatted for the purpose of optimizing the manufacturing process.
Partner and Affiliate Organizations
Autonomous Manufacturing Made Simple
Monitor
Monitoring historical data ensures you’re collecting clean, relevant, trustworthy and actionable data to relay back to the server.
Predict
Machine-learning system begins predicting performance measures and identifying improvement opportunities.
Recommend
Easy to read suggestions for minimizing variability though improvement, preventative and corrective actions.
Closed Loop
Through our predictive machine learning and artificial intelligence systems, real-time recommendations are automatically sent for autonomous manufacturing.
Optimize
Continual improvement that optimizes process performance and variability. The longer it’s used, the more ProcessMiner improves.
Learn
With good, clean data in hand, applies advanced data science and machine learning techniques to your manufacturing process to find insights and impact ROI.
What We Do
Continuous Quality Improvement
AI-enabled autonomous optimization for continuous manufacturing
Reduce energy consumption, raw materials and chemicals usage
Build a real-time AI platform that is self adaptive & evolving
Meet and exceed quality specs through reducing variability
Research & design to solve manufacturing problems and improve quality
Case Studies
Business Case for Artificial Intelligence in the Plastic Injection Molding Business
AI-powered Platform Delivers 25 Percent Reduction in Scrap Rates
Artificial Intelligence Platform Achieves Unprecedented Autonomous Chemistry Control for Tissue Mill
The goal of this project was to autonomously control part of a tissue mill’s continuous manufacturing process using artificial intelligence and predictive analytics to reduce raw material consumption while maintaining the product quality with specification limit.
LSTM Autoencoder for Extreme Rare Event Classification in Keras
Here we will learn the details of data preparation for LSTM models, and build an LSTM Autoencoder for rare-event classification. This post is a continuation of my previous post-Extreme Rare Event Classification using Autoencoders. In the previous post, we talked about the challenges in an extremely rare event data with less than 1% positively labeled data.
Solenis has been a strategic partner of ProcessMiner since 2017. Their AI and ML autonomous solution for manufacturing has been instrumental in supporting our efforts to assist our customers on their digital journey. The solutions we have developed with ProcessMiner enable our customers to make practical decisions each day about their operation that improve productivity, reduce variability, and improve sustainability as we optimize their application of our chemistries. We believe ProcessMiner’s technology is a game-changer for the industries we serve, and we are proud to be working with them to bring this technology to more customers around the world.
Contact Our Data Science Team
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Have a project in mind?
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U.S. Headquarters
715 Peachtree Street NE
Suite 100
Atlanta, GA 30308
+1 (678) 463-5799
info@processminer.com
International
INDIA
FINLAND
Oy ProcessMiner Ab
Otakaari 5
02150 Espoo
+358 400 450 748
jvanska@processminer.com