Beyond limits Lubricant Formulation Advisor
Optimize Lubricant Formulation Accurately, Faster & with Reduced Cost
Product Overview
Product Overview

Lubricant Formulation Advisor is an AI-driven solution that integrates multiple steps of the formulation process, including historical data management, product discovery, optimization, and engine test prediction.

It leverages data-driven methods with domain knowledge to discover and improve blends while offering cost reduction and enhanced performance.

Benefits
Industry problems addressed

Deploy an Advisor that helps you overcome your most critical formulation challenges

  • Ever-changing Regulations
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  • Sustainability
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  • Regional Sourcing & Supply Problems
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Requirements for industry and equipment manufacturers concerning lower viscosity and volatility characteristics are taxing, demanding more fuel-efficient engine oils that are still durable.

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Demand continues to grow for automotive and industrial lubricants produced from biodegradable or renewable base stocks that can also handle higher temperature extremes. Prolonging oil life, reducing downtime for maintenance, and decreasing waste oil are also challenges.

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Growth in the Asia-Pacific region and emerging markets across the world requires reformulation for locally available components. Changing availability of raw material suppliers requires existing formulations to be adjusted.

Benefits

Implement the Lubricant Formulation Advisor to gain a crucial competitive edge

  • Prediction Accuracy
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  • Speed to Market
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  • Production Cost Reductions
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  • OEM Requirement Adjustability & Flexibility
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More accurately predict new blend properties.

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Create new formulations in a fraction of the time of conventional methods.

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Reduce raw material and program costs.

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Provide a higher level of service in a broader market and accelerate response to OEM partners’ requirements for new or revised formulations.

Main features

Streamline procedures & elevate entire operations to drive digital transformation for your business

  • Property Prediction
  • Material Optimization
  • IP Protection
  • Engine Test Prediction
  • Test Schedule
  • Data Security

Property Prediction


Predicts relevant viscometric characteristics of each proposed blend.

 

 

 

 

Material Optimization


Generates relevant combinations from the highly dimensional formulation decision space by identifying the most economical combinations and proposing optimal blends based on desired outcomes, confidence in predicted properties, and estimated cost.

 

 

 

IP Protection


Trains and tunes models based on client data, strictly to be utilized for that client alone. Model learning and knowledge integration are never transferred to other clients.

 

 

 

 

 

Engine Test Prediction


Identifies industry and OEM-required engine tests and predicts each test pass/fail through confidence score evaluations.

 

 

 

 

Test Schedule


If required, recommends an optimized testing schedule considering cost, time, likelihood of success, and industry rules and standards.

 

 

 

 

Data Security


Secures client data through state-of-the-art, public cloud-based IT services plus safety protocols along with continuous penetration and vulnerability testing.

 

 

 

 

  • Property Prediction
  • Material Optimization
  • IP Protection
  • Engine Test Prediction
  • Test Schedule
  • Data Security
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Close

Property Prediction


Predicts relevant viscometric characteristics of each proposed blend.

 

 

 

 

+
Close

Material Optimization


Generates relevant combinations from the highly dimensional formulation decision space by identifying the most economical combinations and proposing optimal blends based on desired outcomes, confidence in predicted properties, and estimated cost.

 

 

 

+
Close

IP Protection


Trains and tunes models based on client data, strictly to be utilized for that client alone. Model learning and knowledge integration are never transferred to other clients.

 

 

 

 

 

+
Close

Engine Test Prediction


Identifies industry and OEM-required engine tests and predicts each test pass/fail through confidence score evaluations.

 

 

 

 

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Close

Test Schedule


If required, recommends an optimized testing schedule considering cost, time, likelihood of success, and industry rules and standards.

 

 

 

 

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Close

Data Security


Secures client data through state-of-the-art, public cloud-based IT services plus safety protocols along with continuous penetration and vulnerability testing.

 

 

 

 

Customer Success Stories

Beyond Limits Lubricant Formulation Advisor optimizes lubricant blend development, accelerating the production of more fuel-efficient lubricants, reducing overall cost, and fast-tracking time-to-market. Successful implementation of the Advisor with a major global energy company resulted in:

  • DECREASED BLEND RECOMMENDATION TIMELINES FROM WEEKS DOWN TO MINUTES
  • PREDICTED A SERIES OF VISCOMETRIC PROPERTIES WITH AN AVERAGE ACCURACY OF 95%
  • REDUCED MATERIAL COSTS BY 6%
Learn More
Interested in hearing more about our Lubricant Formulation Advisor?
Schedule a demo
Additional Resources