Free Trial

Event Recap

On-Demand Webinar: Efficient Data Fitting with MILP

In this webinar, Quentin Ploussard, Energy Systems Engineer at Argonne National Laboratory, introduces a Mixed-Integer Linear Programming (MILP) approach for fitting continuous piecewise linear functions to complex utility data. This method provides a rigorous, interpretable alternative to neural networks and ensures globally optimal results with fewer linear pieces, improving model efficiency and transparency.

The webinar covers key topics such as:

  • How MILP-based modeling works

  • Real-world applications in power systems and hydropower modeling

  • Benefits over traditional AI-based methods like neural networks

Watch the on-demand version to gain insights into this innovative modeling technique and see how it can transform your approach to energy systems optimization.

Event Materials

Meet the Experts

View Bio

Quentin Ploussard, PhD

Energy Systems Engineer
Argonne National Laboratory

Quentin Ploussard, PhD

Energy Systems Engineer
Argonne National Laboratory

Quentin Ploussard is an Energy Systems Engineer at Argonne National Laboratory. He holds M.S. degrees in Electrical Engineering and Economics, and a Ph.D. in Operations Research. With over 12 years of experience in optimization and power systems modeling, he has collaborated with multiple federal agencies, including the Western Area Power Administration and the Bureau of Reclamation. His work has been supported by the U.S. Department of Energy through several water–power–focused projects.

Try Gurobi for Free

Choose the evaluation license that fits you best, and start working with our Expert Team for technical guidance and support.

Evaluation License
Get a free, full-featured license of the Gurobi Optimizer to experience the performance, support, benchmarking and tuning services we provide as part of our product offering.
Get Free Trial!
Cloud Trial

Request free trial hours, so you can see how quickly and easily a model can be solved on the cloud.

Get Free Trial!
Academic License
Gurobi provides free, full-featured licenses for coursework, teaching, and research at degree-granting academic institutions. Academics can receive guidance and support through our Community Forum.
Get Free License!

Search

Looking for documentation?

Gurobi Optimization

Navigation Menu

RSS Feeds

News
Copy to Clipboard
Events
Copy to Clipboard
Resources
Copy to Clipboard
Jupyter Models
Copy to Clipboard
Case Studies
Copy to Clipboard
FAQs
Copy to Clipboard
Industries
Copy to Clipboard
Features
Copy to Clipboard