Industry Energy&Utilities

Fraud detection and power demand forecasting for more efficient business


With the rapid expansion of smart meters and self-generation systems, the exponential increase of highly-instrumented wells and green energy optimization, the analysis of data becomes critical.


Data analysis can provide a wealth of insights into energy consumption patterns.

Shapelets to the rescue

The diversity of data science methods means that it has the potential to be used in a wide range of industries, including the energy and engineering sectors.


The energy industry is always evolving, and new technologies and innovations are always being made. Energy use is an important part of many industries, and it has always been so. These industries are notorious power hogs.

How did Shapelets help?

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Failure probability modelling

The application of a failure probability model is an important part of a company’s decision-making process. This provides an excellent opportunity to be one step ahead for the company’s management.

Optimizing Plant Performance

Any power outage or delay is simply a complication that leads to inefficiency. By monitoring performance and assets, we can prevent or at least control any inefficiency.

Optimizing Plant Performance

In recent years, power system engineers have used static algorithms and models rather than real-time solutions. Many energy and utility companies are now upgrading their systems to improve detection and prediction of outages.