Webinar
MILP Formulation for Piecewise Linear Fitting: A Rigorous Alternative to Neural Networks for Multidimensional Data
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.
August 20, 2025
2:00 PM ET
Webinar
MILP Formulation for Piecewise Linear Fitting: A Rigorous Alternative to Neural Networks for Multidimensional Data
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.
August 20, 2025
2:00 PM ET
Webinar
MILP Formulation for Piecewise Linear Fitting: A Rigorous Alternative to Neural Networks for Multidimensional Data
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.
August 20, 2025
2:00 PM ET
Why you should attend the webinar
Discover a novel and highly effective Mixed-Integer Linear Programming (MILP) method for fitting Continuous Piecewise Linear (CPWL) functions to multidimensional data
Learn about advanced modeling techniques for multidimensional data fitting, particularly within energy and infrastructure systems
Learn how ILP method achieves superior efficiency, yielding significantly fewer linear pieces for a given approximation error
Why you should attend the webinar
Discover a novel and highly effective Mixed-Integer Linear Programming (MILP) method for fitting Continuous Piecewise Linear (CPWL) functions to multidimensional data
Learn about advanced modeling techniques for multidimensional data fitting, particularly within energy and infrastructure systems
Learn how ILP method achieves superior efficiency, yielding significantly fewer linear pieces for a given approximation error
Why you should attend the webinar
Discover a novel and highly effective Mixed-Integer Linear Programming (MILP) method for fitting Continuous Piecewise Linear (CPWL) functions to multidimensional data
Learn about advanced modeling techniques for multidimensional data fitting, particularly within energy and infrastructure systems
Learn how ILP method achieves superior efficiency, yielding significantly fewer linear pieces for a given approximation error
Speakers
Meet Your Expert Speaker
Learn from the best in the industry, bringing years of experience and groundbreaking insights to the forefront of AI and optimization.
Quentin Ploussard, PhD
Energy Systems Engineer
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.
Speakers
Meet Your Expert Speaker
Learn from the best in the industry, bringing years of experience and groundbreaking insights to the forefront of AI and optimization.
Quentin Ploussard, PhD
Energy Systems Engineer
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.
Speakers
Meet Your Expert Speaker
Learn from the best in the industry, bringing years of experience and groundbreaking insights to the forefront of AI and optimization.
Energy Systems Engineer
Quentin Ploussard, PhD
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.
register
Secure Your Spot Today!
Don't miss out on these invaluable insights.
Can’t attend live? Registered attendees receive a recording.
register
Secure Your Spot Today!
Don't miss out on these invaluable insights.
Can’t attend live? Registered attendees receive a recording.
register
Secure Your Spot Today!
Don't miss out on these invaluable insights.
Can’t attend live? Registered attendees receive a recording.
