Powering Utilities & Energy
with Dataiku

Predictive Maintenance

Dataiku underpins comprehensive maintenance systems that allow utility and energy organizations to fix machines fast, reduce risk, and increase production performance with no failures. The analytics team at GE Gas Power, for example, leverages Dataiku and a network of smart sensors and devices to predict maintenance requests early enough such that maintenance responses can be executed in the best way possible. Dataiku also brings a 360° view of extraction and transformation facilities, helping inform a more detailed and optimized maintenance plan (e.g., if a machine is down, how long will it be down for exactly, and when is the best time for it to be repaired?).

Monitoring & Diagnostics

Monitoring and diagnostics (M&D) are crucial in confirming applicable regulations are being followed, keeping the grid as balanced as possible, and ensuring safety, all of which can be underpinned by Dataiku for more precise analysis. 

GE Gas Power is home to the world’s largest power generation monitoring center, performing 24/7 remote monitoring of 950+ power plants throughout 83 countries. The analytics team at GE Gas Power uses Dataiku to detect anomalies’ signatures in data that the M&D team can then leverage to further optimize case responses. 

Forecasting & Trading

The rise in renewables has led to a greater number of generation sources and consequently, a more complex grid. Utility and energy organizations worldwide use Dataiku to forecast more precisely thanks to the ability to easily ingest, blend, analyze, and build models with many disparate and increasingly complex data sources. Combined with use cases for machine learning-based monitoring and prediction of threats to the grid, Dataiku helps organizations better align their resources with demand and optimize their trading strategies.

Exploration & Production

Whether exploring new assets or developing existing fields, capital allocation and efficiency has taken center stage for many energy companies and their investors. Dataiku enables petrotechnical analysis of specific assets in context as well as portfolio optimization to ensure teams high-grade their next development investments. With Dataiku, combine and compare physics-based models with data-driven analyses to learn, iterate, and improve return on capital deployed.