POWER SMOOTHING OF PARALLEL GENERATORS USING MODEL PREDICTIVE CONTROL

Download
Author
Franssen, Lukas E.
Date
2020-06Advisor
Cristi, Roberto
Oriti, Giovanna
Metadata
Show full item recordAbstract
Improving energy efficiency is an ongoing process throughout the energy sector, and one method to accomplish this is by smoothing the power output of a generator. The goal of smoothing the power output is to reduce the amount of microtransients present during a load shift, which reduces instantaneous losses and allows for efficiency gains. This thesis investigates the use of a model predictive controller (MPC) on a two-generator, parallel-connected microgrid to accomplish power smoothing using an energy storage device. A steady-state state space model employed within the MPC recursively determines an optimal control input of source current between the generator and the battery for load changes. This model proved to be successful in smoothing the power transient from the generator and was expected to decrease the fuel consumption when compared to conventional droop control. Ultimately though, an improvement in fuel efficiency proved to be inconclusive with the steady-state model used and is likely due to an incomplete transient model of the generator.
Rights
This publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.Collections
Related items
Showing items related by title, author, creator and subject.
-
Income smoothing - methodology and models
Moses, O. Douglas (Monterey, California. Naval Postgraduate School, 1986-05); NPS-54-86-004This study investigates methodology used to investigate income smoothing by business firms. Three important researcher methodological decisions used in past empirical studies of income smoothing (design type, smoothing ... -
OPTIMIZING FUEL EFFICIENCY ON ISOLATED MICROGRID WITH ENERGY STORAGE SYSTEM UNDER VARYING LOADS
Lee, Joo W. (Monterey, CA; Naval Postgraduate School, 2021-06);Past studies of microgrid generator fuel efficiencies have been based on measurements of fuel consumption by generators under static loads. There is little information on fuel efficiency of generators under time-varying ... -
An evaluation of using the noise-to-signal ratio to determine the smoothing constant in exponential smoothing for inventory control
Meadows, Michael E. (Monterey, California. Naval Postgraduate School, 1996-06);This research evaluates the use of the noise to signal ratio to determine the optimal smoothing constant (alpha) for exponential smoothing for inventory control. As the Navy continues the transition of 'right-sizing,' ...