Back to the future

Analyze your production history to better understand the source of your performance and increase efficiency

Compare forecasted and actual data from your production history

Analyze your data and identify discrepancies and similarities

Predict your network performance

With which tools?

With the comparison of production data and past forecasts

Thanks to the past performances of your network and previous forecasts, build a complete database on time series, with a current history over several years.
With deviation detection

Thanks to the automated identification of discrepancies (between forecasts and actual performance) and similarities identified over time, gain valuable insights into your business.
With a forecast of the future performance of your wind farm

Thanks to the analysis of collected data and identified performance elements, map and predict the efficiency of your network in a single reference frame.

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Our publications

- Financial Services & Compliance

Synthetic data or how to share sensitive data…

For a period of six months, 5 students from Centrale Supélec and ESSEC worked collaboratively with Sia Partners on building a Python library to create fake - which we'll call synthetic - data.
But what's the point of creating fake data? How could it help organizations?

2023

- Financial Services & Compliance

Introduction to OpenStreetMap: How to leverage…

In this article, we explore the use of OpenStreetMap for extracting geospatial data and implementing an approach to enhance the overall data quality. We delve into the key steps of data extraction including selecting the area of interest, data collection, cleaning, and preparing data for future use.

2023

- Marketing & Sales

Customer churn prediction with Data Science

Thanks to Machine Learning, companies can significantly improve their activities by leveraging their data. Machine Learning is a field of study of artificial intelligence that gives an AI the ability to "learn" from data.

2023

See our publications