Our Products

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We offer industry-specific A.I. solutions in resource exploration and industrial applications.

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Industrial A.I.

Data-Driven Asset Operations | A.I. Control Solutions

 

Delivering the Next-Generation of Engineering Technology, Today.

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Operational Intelligence Applications

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A.I.-Augmented Supervisory Control Systems

Together with our industrial automation partners, we offer insight and automation solutions at scale.

We build products we would use ourselves, as engineers.

 

What is Smart Asset Manager?

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Smart Asset Manager ('Smart AM') provides coordinated operational intelligence for multi-well oil and gas assets.

Two streams 

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Data-Driven Intelligence

Product | Purpose

SmartWorkovers | Data-Driven Design

Supervisory Control  Capable

Products | Purpose

SmartPCP | Optimisation
SmartLever | Turndown

Additional products to improve rig, wellsite and facility performance.

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Well Performance Benchmarking
Emissions Mapping
Proactive Intervention Planning
Event and Anomaly Detection 
Analytical Performance Forecasting
Flow Metre Calibration 
Deferment Optimiser & Loss Reporting
Scenario Analytics & End of Life Asset Optimiser

Production Systems

Facilities

Equipment Failure Modelling
Compressor Maintenance Optimiser
Turndown Scenario Analyser

Rig Operations

Rig Performance Optimisation 
Predictive Alarm Analysis
Realtime Perm-Design Planning
Stuckpipe Prediction Tool
Live-Workovers Prioritisation Planner

 
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SmartPCP

TM

Maximise Production and Uptime with Advanced Remote Automation Systems

Industrial Automation  |  IIOT  |  Machine Learning 

A.I. -Augmented Supervisory Control System for Artificial Lift Systems.

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Currently Supported:  Progressive Cavity Pump (PCP's) and Electrical Submersible Pump (ESP's)

Built with Production Engineers from industry, the SmartPCP introduces discipline-led A.I. algorithms into cloud-based control systems.

Minimise

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Current Deployments

500+ Wellsites

Maximise

  • PRODUCTION

  • RELIABILITY

  • EMISSIONS

  • OPEX

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Before & After SmartPCP

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Use Slider To See Before & After Example

How it works

The SmartPCP integrates core petroleum engineering disciplines into a multivariable A.I. system, capable of insight or supervisory wellsite control.

 

Learning the economic impacts from the events, anomalies and outcomes across entire well fleets to guide each setpoint recommendation going forward.

 

In partnership with Kelvin A.I., the SmartPCP is deployed as a Supervisory Control System in Kelvin's Control Manager.

 

The SmartPCP brings more flexible, capable asset control.

Find out more at https://new.kelvin.ai

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SmartLever

TM

Reduce Downtime from Facility Outages with Production Engineering-Led Economic Scenario Analytics

Industrial Automation  |  IIOT  |  Machine Learning 

What is SmartLever?

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SmartLever  is an A.I. -augmented supervisory control system for turndown management of well fleets.

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Planned Outages Module

Run Engineering Scenarios Ahead of Time

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Unplanned Outages Module

Defined Event-Response Plan Ahead of Time

  • Reduce planning and execution time. 

  • Multivariable, economics-driven turndown scenario modelling .

  • Identification of optimal turndown sequences, that minimise deferment and downhole failure risks.

  • Integrating ML risk classification with supervisory control systems.

A Multi-Objective A.I. System, to Reduce....

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Deferment 

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Flaring

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Downhole Failure Risks

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SmartWorkovers

TM

Intelligence-Driven, Proactive Planning and Execution of Intervention Activities

 IIOT | Machine Learning 

What is SmartWorkovers?

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The A.I.-driven process-automation member of the 'Smart Asset Manager' family.
Intelligence-Driven Planning and Execution of Intervention Activities on Wellsites.

The SmartWorkovers software was developed to address the manual, repetitive process of gathering data to identify and assess candidates for intervention activities.

SmartWorkovers simplifies the process through integration and insight from the asset operating history.

Engineering teams can look forward to:

  • Historical Runtime Statistical Summaries

  • Auto-Failure Diagnostics.

  • Proactive Workover Assessments

  • Economics Scenario Manager

  • Schedule Scenario Manager

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Exploration A.I.

Data-Driven Exploration

 

Supporting Sustainable Next-Generation Mineral Targetting

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Exploration Data Processing Pipelines
 

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Data-Driven Mineral Targetting
 

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Current Focus Region
Gawler Craton, South Australia

How SIG ML Supports Explorers?

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Process Exploration Data Faster.

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Integrate A.I. Into Enterprise-Level Exploration Strategy

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De-Risk Greenfields Campaigns in New Regions of Interest

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hello@sigmachinelearning.com

0402882612

©2022 by SIG Machine Learning Pty Ltd.