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BHGE Analytics: Powering Smarter Oil & Gas Decisions

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Bring the benefits of Fullstream with Applied AIYou have access to a wealth of rich data. But to make it work, you need a fundamentally different approach. Analytics from BHGE deliver insight to make the most of your assets. Integrating hybrid physics and deep learning, it is designed specifically for applications across the oil & gas value chain: upstream, midstream and downstream.

Transform operations with state-of-the-art deep learning techniques:

• Catalog of industry-standard physics kernels

• System of systems models through multi-phase hydraulic, thermal, and energy networks

• Meta-model generation

• Similarity analysis

• Global optimization and calibration

• Probabilistic modeling

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Hybrid deep learningDon’t let sparse data stop you. Hybrid deep learning can extract hidden insights from thin oil & gas datasets.

Perhaps you have a vast amount of data from your rigs, but are hampered by limited computing power? Now you can render complex multi-layer deep learning networks with just a few clicks or process terabytes of data in hours or minutes.

Partnering with industry leaders like NVIDIA, super computers will lift heavy deep learning loads, so you’ll get results quickly. Together with a catalog of deep learning tools, we deliver the AI capabilities you need, including:

• Topological data analysis

• Deep neural networks for time series, image, video, and text—including natural language processing

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Heavy-hitting computing power

Enterprise-scale analyticsScale from hundreds to hundreds of thousands of models—seamlessly across your enterprise. Leave the infrastructure management to us and you will have full security, extensibility, and industry-leading availability.

Rapid visualizationBring data to life with rich interactive applications enabled by GPU-powered visualization.

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Open federated framework works for youLeverage oil & gas analytics in the programming language or tool of choice and they’ll work with analytics in other programming languages. Operationalize analytics with our testing suite. Deploy to production on the edge or the cloud, all with a few clicks. Stop re-building code and start re-using knowledge.

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The AI solution for your business needs

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Edge-to-cloud solutions

Ease of use in model building and deployment

Regardless of where data is stored, you can now capture and model it, then share insights anywhere—from the edge to the cloud. Build, update and deploy these models in any environment with full compatibility.

Abstract away repeatable tasks like connecting to data sources, wiring models and maintaining versions. Focus your time on obtaining in-sights from your models and data. Turn your models into interactive applications quickly.

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Data as a service• Simple distributed queries across silos• Intelligent caching• Automated scheme generation• Automated asset and tag discovery• Missing data estimation• Connectors to oil & gas data sources, tools• Data classification

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Analytics in Action: Refinery optmizationA major energy customer wanted to get more out an existing refinery model featuring 23 inputs and 12 outputs.

The firm uploaded its PetroSim refinery model to Applied AI, using deep-learning tools generate a reduced order model within minutes—without writing any code.

They predicted optimal operating conditions by orchestrating the deep learning model with a global optimizer written in Python within Applied AI, based on its own defined inputs, objectives, and constraints.

For more information: bhge.com

Baker Hughes, a GE company, LLC and its affiliates (“BHGE”) provides this information on an “as is” basis for general information purposes and believes it to be accurate as of the date of publication. BHGE does not make any representation as to the accuracy or completeness of the information and makes no warranties of any kind, specific, implied or oral, to the fullest extent permissible by law, including those of merchantability and fitness for a particular purpose or use. BHGE hereby disclaims any and all liability for any direct, indirect, consequential or special damages, claims for lost profits, or third party claims arising from the use of the information, whether a claim is asserted in contract, tort, or otherwise. The BHGE logo is a trademark of Baker Hughes, a GE company, LLC. GE and the GE monogram are trademarks of General Electric Company used under trademark license.

© 2018 Baker Hughes, a GE company, LLC - All rights reserved.