Energy Modeling

Designing an Integrated Energy Modeling Platform


OnLocation Inc, a boutique Energy Consulting firm based in the Washington DC area, just closed a six months-long engagement designing a global integrated energy modeling system for one of the world’s largest oil and gas producers.  The integrated energy modeling platform will bring 12 (twelve!) disparate models together and act as a comprehensive simulation tool to run scenarios and identify risks and opportunities. Corporate planners will be able to study energy supply, demand, conversion, and macroeconomics and run scenarios through the models to test and validate assumptions by applying the diverse analytical power of operations research and econometrics to the energy flow.  

Client pain-points and lack of solution on the market:

Our client, a global oil and gas producer for years had been using an internal complex planning process to steer its operations with a department of economists aligned to different segments of the energy market. To enhance and extend support for the planning process, our client initially reached out and acquired access to several vendors with best in class modeling and analysis capabilities in each supply and demand energy segment and brought in-house these vendor’s corresponding products. The specific outputs of each segment’s research were then presented and passed to the next segment expert as subsequent input to their analysis. After a long, iterative, and arduous process the results were consolidated into the basis for the company’s long term plan.

Apart from being time consuming and arduous, none of the solutions on the market were comprehensive and detailed enough to offer an integrated energy-economic view across all the energy markets (across commodities and regions/countries) to satisfy the client’s requirements. Our design’s main goal was to break the boundaries of those different solutions and “silos of excellence” and design a seamless and iterative process across all models.

Challenges to integrate disparate solutions:

The challenges to integrate the competing models and establish planning solutions were manifold including integration of diverse software and operating systems, standardization of energy units, currencies and methodologies, and creating a framework for scenarios reporting.

To ensure that the models could talk to each other it was necessary to review each model and define and establish a consolidated data model.  This data model would allow for preserving each model’s data at the lowest level of aggregation and yet have coping mechanisms to ensure that the enhanced data richness would not impact the core of the existing models negatively. To be fully utilized, a new integrated energy-economic model required a mind-set switch to integrated – and more complex perspectives needed to be adopted by the client’s energy subject matter experts.  

integrated energy modeling chart.png

Conclusion & Outlook

OnLocation, Inc is very proud to have been part of this journey and to have successfully designed an integrated modeling process taking the global complexity of energy supply and demand in consideration. The disruptive challenges experienced by the globalized energy industry make it harder and harder for executives to make sound decisions. An integrated global energy-economic modeling solution using quantitative analytical methods to study energy supply, demand, conversion, as well as macroeconomics trends provides precious business insights and potentially a distinct market advantage.

Book Consultation