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AI-powered products for the chemical industry, paper mills, and manufacturing — byteLAKE
This is byteLAKE, boom!
Few years ago we started byteLAKE as a software services company specializing in Artificial Intelligence (AI) and High-Performance Computing (HPC). Through comprehensive research efforts and various projects we delivered across industries, we have been gradually becoming more of a product company though. And I thought it would be a good time to finally tell a few words about byteLAKE becoming a product-centric company.
byteLAKE’s AI Products
CFD Suite (AI-accelerated Computational Fluid Dynamics)
Collection of innovative AI models for CFD acceleration. Currently the product is dedicated to the chemical industry with others being on the roadmap. It works as an add-on to existing CFD/CAE tools, accelerating simulations related to:
- mixing process analysis
- stirred tank analysis.
CFD Suite is a scalable and cross-platform product. We support both, CPU-only and CPU+GPU architectures, desktop, server/single node, and HPC/cluster environments. It is a data-driven solution. It means that we require historic CFD simulations to train the underlying AI models. Once CFD Suite’s AI models are trained, the results of the CFD simulations can be predicted across various geometries and configurations of input parameters.
We have recently been recognized as one of the 5 top startups & scaleups working on Computational Fluid Dynamics (link to the report).
CFD Suite leverages AI to accelerate chemical mixing CFD simulations (mixing process analysis, stirred tank analysis)
Cognitive Services (AI for Industry 4.0)
Collection of AI models for Industry 4.0. First model we released is dedicated to the paper industry and helps monitor the paper making process, detect and measure the so-called wet line (sometimes waterline).
Cognitive Services have been designed as a complete, end-to-end solution, consisting of sensors (cameras, IoT sensors), edge computing (tiny PC collecting the data and performing the analytics) and various APIs for easy integration with manufacturing systems. We also collaborate with various partners incl. hardware resellers, integrators and software houses that can deliver customizations if these become necessary.
Cognitive Services leverage AI to automate visual inspection and Big Data analytics for Industry 4.0. Currently released models are dedicated to the paper industry and use cameras to automate wet line (waterline) detection and measurements.
We will be gradually adding more models to the collection, each dedicated to specific industry needs. Anyway, here’s our general roadmap:
AI-assisted Visual Inspection
- Quality monitoring automation
(visual inspection of products and processes, environment analytics, detecting dangerous situations, events and behaviors etc.)
- Counting objects
(objects recognition and quantification i.e. on conveyor belts, elements in objects etc.)
- Objects recognition
(camera’s input analysis and i.e. food type recognition, parts types in manufacturing etc.)
- 3D data analytics
(robotic arms movement automation with 3D cameras, routing/self driving robots etc.)
AI-powered Big Data Analytics
- Improve Client Experience
(analyze past interactions/behaviors to enable personalized decisions)
- Predict outcomes and trends
(detect anomalies or suspicious behaviors, patterns and make recommendations)
- Find optimal solutions
(sensors data analytics to find dependencies, trends and optimal configurations)
- Better Decisions
(recommendations based on historic data analytics)
Learn more about the product in our case study https://www.intel.com/content/www/us/en/newsroom/news/ai-helps-speed-papermaking-process-europe.html or visit product’s website at www.byteLAKE.com/en/CognitiveServices. You can also follow related blog post series www.byteLAKE.com/en/CognitiveServices-toc.
Thanks again for stopping by. If you have any questions or would like to set up a demo sesion for any of byteLAKE’s products, reach out to me directly at mrojek@byteLAKE.com / +48 508 091 885 or contact our teams at CFDSuite@byteLAKE.com or CognitiveServices@byteLAKE.com.
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