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Decarbonizing the electricity mix requires the deployment of renewable production means. As these production means are intermittent, vague, and uncontrollable, they create numerous tensions in balancing electricity production and demand. They can also disrupt the management of local electricity networks. The challenge is to continue providing conditions for the production means’ growth without jeopardizing the balance of the network.     

Developing renewable energies by applying AI to weather forecasts and climate scenarios

The Weather & Climate solution is a vast and constantly updated repository of actual and forecasted weather products at specific geographic and temporal scales. Easy access to this data for all our data scientists boosts your RE projects, which are dependent on wind or sunshine conditions.

For example, we are working with Enedis on its SYPEL project. The objective is to carry out short-term forecasts on the thousands of production parks connected to the Enedis network to control and plan the distribution network.

We have also worked for KACARE (a Saudi governmental organization) to develop a renewable production simulator for prospective parks according to their location and the chosen technology.

 

Assessing solar potential

Heka.ai is also developing several solutions around photovoltaics, including a tool to estimate:

  1. The photovoltaic potential of roofs thanks to deep learning algorithms, using satellite images.

  2. The future production of a photovoltaic installation thanks to weather prediction models

  3. The profitability of a photovoltaic installation and the creation of a business plan

AI SOLUTIONS FOR THE INTERGRATION OF RE

Our publications

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Leveraging data to drive your EV charging station…

How a data driven approach can make effective public EV charging infrastructure deployment possible

2024

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French energy companies and digital transformation

Big Data, Smart Factory, Cloud... the advent of new digital technologies is perceived by companies as a source of competitive advantages, especially in sectors requiring operational asset management such as energy.

2024

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Ai Abstract Art

Generative.AI

Data Science & AI expertise combined with consulting services enable customers to embrace all aspects of Generative AI.

1 Our Generative AI Approach
2 Generative AI at a glance
3 Use cases for Generative AI
4 How should companies prepare for Generative AI adoption?

2024

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