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Darice Guittet

National Renewable Energy Laboratory

SCHOLARLY PAPERS

4

DOWNLOADS

212

TOTAL CITATIONS

5

Scholarly Papers (4)

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1.

To Freeze or Not to Freeze: Model-Predictive vs. Schedule-Based Control of an Ice-Based Thermal Energy Storage System

Number of pages: 49 Posted: 25 Apr 2024
Darice Guittet, Eric Bonnema, Matt S. Mitchell, Allison Mahvi and Jason Woods
National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, University of Wisconsin-Madison and National Renewable Energy Laboratory
Downloads 72 (860,052)
Citation 2

Abstract:

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thermal energy storage, nonlinear model predictive control, ice tank, demand management, utility cost minimization, optimal control

2.

Beyond Price-Taker: Machine Learning Surrogate Assisted Optimization of Integrated Energy Systems to Co-Produce Electricity and Hydrogen

Number of pages: 67 Posted: 15 Aug 2025
Xinhe Chen, Radhakrishna Tumbalam Gooty, Darice Guittet, Bernard Knueven, Daniel J. Laky, Xian Gao, J. Kyle Skolfield, Jaffer Ghouse, John D. Siirola, David C. Miller, Anthony P. Burgard and Alexander Dowling
University of Notre Dame, National Energy Technology Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, University of Notre Dame, University of Notre Dame, Sandia National Laboratories, National Energy Technology Laboratory, Sandia National Laboratories, National Energy Technology Laboratory, National Energy Technology Laboratory and University of Notre Dame
Downloads 60 (961,006)

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Energy Markets, Nuclear Energy, Wind energy, Electrolyzer

3.

Levelized Cost of Charging of Extreme Fast Charging with Stationary Lmo/Lto Batteries

Number of pages: 19 Posted: 01 Oct 2023
Darice Guittet, Paul Gasper, Matthew Shirk, Matt S. Mitchell, Madeline Gilleran, Eric Bonnema, Kandler Smith, Partha Mishra and Margaret Mann
National Renewable Energy Laboratory, National Renewable Energy Laboratory - Energy Conversion and Storage Systems Center, Government of the United States of America - Idaho National Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory - Energy Conversion and Storage Systems Center, GE Research and National Renewable Energy Laboratory
Downloads 48 (1,086,013)
Citation 3

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cost of charging, electric vehicles, Extreme fast charging, battery life models, Machine learning, optimal control

4.

Ice Storage Model-Predictive Control in an Office Building With Pv: Scenario, Error and Sensitivity Analysis

Number of pages: 48 Posted: 19 Feb 2025
Darice Guittet, Eric Bonnema, Matt S. Mitchell, Allison Mahvi and Jason Woods
National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, University of Wisconsin-Madison and National Renewable Energy Laboratory
Downloads 32 (1,304,549)

Abstract:

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thermal energy storage, nonlinear model predictive control, ice tank, demand management, utility cost minimization, optimal control