Model Predictive Control of a Combined Electrolyzer-Fuel Cell Educational Pilot Plant
D. Ingole, J. Drgoňa, M. Kalúz, M. Klaučo, M. Bakošová, M. Kvasnica
Slovak University of Technology in Bratislava
Abstract
In today’s era of renewable energy, hydrogen fueled
proton exchange membrane (PEM) fuel cells are considered as an
important source of clean energy. As the technology is emerging
fast, many universities and colleges have adopted fuel cells in their
educational program. In this paper, we will present the modeling
and control of the fuel cell pilot plant present in Clean Energy
Trainer, which is used by students and researchers in many
universities. The plant under consideration is a laboratory-scale
pilot plant designed mainly for verifying the applicability of theoretically
studied control strategies on the real-world application.
The plant is a series connection of electrolyzer and a PEM fuel cell
stack with one input and one output. The control of such a plant
is the challenging research problem due to the nonlinearities,
slow dynamics, dynamics and physical constraints. The control
oriented data-driven model of the plant is developed and validated
through a series of experiments. To tackle the electrolyzer-fuel cell
control problem, we present a model predictive control (MPC)
scheme that can take into account the physical constraints of
the plant. In addition to the controller, a disturbance observer is
designed to cope with the external disturbances and to avoid
adverse effects on the system performance. Subsequently, the
developed control scheme is successfully implemented in real-time.
Highly satisfactory results are obtained, regarding reference
tracking, constraint handling, and disturbance rejection.
Full paper
Session
Applications and Case Studies (Poster)
Reference
Ingole, D.; Drgoňa, J.; Kalúz, M.; Klaučo, M.; Bakošová, M.; Kvasnica, M.: Model Predictive Control of a Combined Electrolyzer-Fuel Cell Educational Pilot Plant. Editors: Fikar, M. and Kvasnica, M., In Proceedings of the 2017 21st International Conference on Process Control (PC), Štrbské Pleso, Slovakia, June 6 – 9, 149–154, 2017.
BibTeX
@inProceedings{pc2017-104, | ||
author | = { | Ingole, D. and Drgo\n{n}a, J. and Kal\'uz, M. and Klau\v{c}o, M. and Bako\v{s}ov\'a, M. and Kvasnica, M.}, |
title | = { | Model Predictive Control of a Combined Electrolyzer-Fuel Cell Educational Pilot Plant}, |
booktitle | = { | Proceedings of the 2017 21st International Conference on Process Control (PC)}, |
year | = { | 2017}, |
pages | = { | 149-154}, |
editor | = { | Fikar, M. and Kvasnica, M.}, |
address | = { | \v{S}trbsk\'e Pleso, Slovakia}} |