Optimal Load-Tracking Operation of Grid-Connected Solid Oxide Fuel Cells through Set Point Scheduling and Combined L1-MPC Control
An optimal load-tracking operation strategy for a grid-connected tubular solid oxide fuel cell (SOFC) is studied based on the steady-state analysis of the system thermodynamics and electrochemistry. Control of the SOFC is achieved by a two-level hierarchical control system. In the upper level, optim...
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doaj-48109824d64649f988e5bdff3eab8d0a2020-11-25T00:45:55ZengMDPI AGEnergies1996-10732018-03-0111480110.3390/en11040801en11040801Optimal Load-Tracking Operation of Grid-Connected Solid Oxide Fuel Cells through Set Point Scheduling and Combined L1-MPC ControlSiwei Han0Li Sun1Jiong Shen2Lei Pan3Kwang Y. Lee4Key Laboratory of Energy Thermal Conversion and Control of Ministry of Education, School of Energy and Environment, Southeast University, Nanjing 210096, ChinaKey Laboratory of Energy Thermal Conversion and Control of Ministry of Education, School of Energy and Environment, Southeast University, Nanjing 210096, ChinaKey Laboratory of Energy Thermal Conversion and Control of Ministry of Education, School of Energy and Environment, Southeast University, Nanjing 210096, ChinaKey Laboratory of Energy Thermal Conversion and Control of Ministry of Education, School of Energy and Environment, Southeast University, Nanjing 210096, ChinaDepartment of Electrical & Computer Engineering, Baylor University, Waco, TX 76798, USAAn optimal load-tracking operation strategy for a grid-connected tubular solid oxide fuel cell (SOFC) is studied based on the steady-state analysis of the system thermodynamics and electrochemistry. Control of the SOFC is achieved by a two-level hierarchical control system. In the upper level, optimal setpoints of output voltage and the current corresponding to unit load demand is obtained through a nonlinear optimization by minimizing the SOFC’s internal power waste. In the lower level, a combined L1-MPC control strategy is designed to achieve fast set point tracking under system nonlinearities, while maintaining a constant fuel utilization factor. To prevent fuel starvation during the transient state resulting from the output power surging, a fuel flow constraint is imposed on the MPC with direct electron balance calculation. The proposed control schemes are testified on the grid-connected SOFC model.http://www.mdpi.com/1996-1073/11/4/801solid oxide fuel cells (SOFCs)grid-connected fuel cellpower controlset point schedulingL1 adaptive controlModel Predictive Control (MPC) |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Siwei Han Li Sun Jiong Shen Lei Pan Kwang Y. Lee |
spellingShingle |
Siwei Han Li Sun Jiong Shen Lei Pan Kwang Y. Lee Optimal Load-Tracking Operation of Grid-Connected Solid Oxide Fuel Cells through Set Point Scheduling and Combined L1-MPC Control Energies solid oxide fuel cells (SOFCs) grid-connected fuel cell power control set point scheduling L1 adaptive control Model Predictive Control (MPC) |
author_facet |
Siwei Han Li Sun Jiong Shen Lei Pan Kwang Y. Lee |
author_sort |
Siwei Han |
title |
Optimal Load-Tracking Operation of Grid-Connected Solid Oxide Fuel Cells through Set Point Scheduling and Combined L1-MPC Control |
title_short |
Optimal Load-Tracking Operation of Grid-Connected Solid Oxide Fuel Cells through Set Point Scheduling and Combined L1-MPC Control |
title_full |
Optimal Load-Tracking Operation of Grid-Connected Solid Oxide Fuel Cells through Set Point Scheduling and Combined L1-MPC Control |
title_fullStr |
Optimal Load-Tracking Operation of Grid-Connected Solid Oxide Fuel Cells through Set Point Scheduling and Combined L1-MPC Control |
title_full_unstemmed |
Optimal Load-Tracking Operation of Grid-Connected Solid Oxide Fuel Cells through Set Point Scheduling and Combined L1-MPC Control |
title_sort |
optimal load-tracking operation of grid-connected solid oxide fuel cells through set point scheduling and combined l1-mpc control |
publisher |
MDPI AG |
series |
Energies |
issn |
1996-1073 |
publishDate |
2018-03-01 |
description |
An optimal load-tracking operation strategy for a grid-connected tubular solid oxide fuel cell (SOFC) is studied based on the steady-state analysis of the system thermodynamics and electrochemistry. Control of the SOFC is achieved by a two-level hierarchical control system. In the upper level, optimal setpoints of output voltage and the current corresponding to unit load demand is obtained through a nonlinear optimization by minimizing the SOFC’s internal power waste. In the lower level, a combined L1-MPC control strategy is designed to achieve fast set point tracking under system nonlinearities, while maintaining a constant fuel utilization factor. To prevent fuel starvation during the transient state resulting from the output power surging, a fuel flow constraint is imposed on the MPC with direct electron balance calculation. The proposed control schemes are testified on the grid-connected SOFC model. |
topic |
solid oxide fuel cells (SOFCs) grid-connected fuel cell power control set point scheduling L1 adaptive control Model Predictive Control (MPC) |
url |
http://www.mdpi.com/1996-1073/11/4/801 |
work_keys_str_mv |
AT siweihan optimalloadtrackingoperationofgridconnectedsolidoxidefuelcellsthroughsetpointschedulingandcombinedl1mpccontrol AT lisun optimalloadtrackingoperationofgridconnectedsolidoxidefuelcellsthroughsetpointschedulingandcombinedl1mpccontrol AT jiongshen optimalloadtrackingoperationofgridconnectedsolidoxidefuelcellsthroughsetpointschedulingandcombinedl1mpccontrol AT leipan optimalloadtrackingoperationofgridconnectedsolidoxidefuelcellsthroughsetpointschedulingandcombinedl1mpccontrol AT kwangylee optimalloadtrackingoperationofgridconnectedsolidoxidefuelcellsthroughsetpointschedulingandcombinedl1mpccontrol |
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