Data Scientist
Get the best value from your data with AI and machine learning
Use a diverse set of tools to reveal patterns, build predictions and gain insights to make informed decisions
Enhance the structure, increase the availability and improve the quality of your data
Build a bridge between data science and stakeholders
IPCOS’ involvement in any data analytics projects will de-risk them by making the solutions robust, scalable and supportable. We will identify the relevant data sources and provide data integration between operations, engineering and management.
INCA Discovery : A Sophisticated New Software Package for Constrained Linear Model Identification
Develop custom data analytics applications
IPCOS specializes in deploying advanced analytical applications and making them robust for day-to-day operations. We will add the right domain expertise, and if required, we can use commercial technology platforms combined with open-source languages such as R or Python.
The Development and Application of Real-time Deep Learning Models to Drive Directional Drilling Efficiency
Analyze, process, and model data to create actionable plans
Identify opportunities
Recognizing areas in the industrial domain where advanced data analytics can make a difference.
Assess data availability
In the industrial domain, data can sometimes be unstructured, missing or even corrupt. IPCOS can cleanse and organize it, measuring against specifically defined standards – “data quality dimensions”. Those standards provide objective criteria for data quality and usability.
Design data infrastructure
Deploying new data technologies alongside legacy infrastructure to provide data integration and support.
Develop analytical models
Deriving, building and testing a model fitting the desired criteria and validating it against actual operating conditions to ensure robustness and viability.
Implementation of the analytical model
Deployment of the application into the target sites and integrating the new technology in the current work practices with minimum disruption to users and processes.
Training and support
Training users on the new technology and workflows to ensure proper adoption and change management.
Solutions and services to improve your asset performance
Process Modeling
Turnkey models provide in-depth intelligence for improved analysis, troubleshooting, and operation.
Machine Learning & Data Science
Data-driven models identify hidden patterns that can lead to increased quality and predictability.
Soft Sensing
Models based on historical data convert measurements such as temperature, pressure and flow rate to predict variations in production qualities. Softsensor output are used in control to optimize production.
Analytics & Modelling
Leverage the power of rigorous or data driven models to improve efficiency, performance and reliability of your plant. Apply the latest data analytics techniques to identify root causes and reduce process variability.
Data Management Services
IPCOS provides integrated asset models, equipment templating, structuring, and displays of industrial data, bringing you the right information to the right place at the right time.
Real-time Optimization
Continuous optimization through automated and integrated processes provides value throughout the production lifecycle, delivering target business outcomes without violating the process constraints.