Matthew Guttenberg

Interested in the analysis of complex systems using data science and machine learning methodologies.

Role
Lead Research Engineer, Controls and Optimization Advanced Research at GE Vernova
Location
Schenectady, NY, US
LinkedIn followers
500 followers

About Matthew Guttenberg

Interested in work on complex systems using data science and machine learning…

Experience

  1. Lead Research Engineer, Controls and Optimization Advanced Research

    GE Vernova

    Jul 2024 — Present · Niskayuna, NY, US

    As a GE Vernova accelerator, GE Vernova\'s Advanced Research Center is driving strategy and leading research & development efforts to execute on the business’s mission to help power the energy transition. We forge the collaborations and help invent the technologies required to electrify and decarbonize for a zero-carbon future.Representing virtually every major scientific and engineering discipline, our researchers collaborate with GE Vernova’s businesses, the U.S. government, and other entities at the forefront of technology to execute on hundreds of energy focused projects each year. Collectively, these research programs and initiatives aim to solve near term technical challenges, deliver next generation product advances, and drive long term breakthrough innovation to enable more affordable, reliable, sustainable, and secure energy.Project Highlights:• Developed machine learning model to forecast waves for a wave energy converter program sponsored by the DOE.• Developed stochastic, discrete event simulations and CPLEX models to optimize various processes. Created GUIs and Executables for business users to run these simulations using PYQT.• Performed controller tuning analysis to optimize for KPIs.• Proposal writing with a focus on the future market, technoeconomic analysis and system scale modeling/optimization.• Market research and analysis for upcoming electrification technologies.

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Matthew Guttenberg — Lead Research Engineer, Controls and Optimization Advanced Research at GE Vernova in Schenectady, NY, US | Unifers