Operational optimization and real-time control of fuel-cell systems (Record no. 45115)

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control field 20250625140640.0
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Transcribing agency CICY
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) B-10884
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Title Operational optimization and real-time control of fuel-cell systems
490 0# - SERIES STATEMENT
Volume/sequential designation Journal of Power Sources, 193(1), p.258-268, 2009
520 3# - SUMMARY, ETC.
Summary, etc. Fuel cells is a rapidly evolving technology with applications in many industries including transportation, and both portable and stationary power generation. The viability, efficiency and robustness of fuel-cell systems depend strongly on optimization and control of their operation. This paper presents the development of an integrated optimization and control tool for Proton Exchange Membrane Fuel-Cell (PEMFC)systems. Using a detailed simulation model, a database is generated first, which contains steady-state values of the manipulated and controlled variables over the full operational range of the fuel-cell system. In a second step, the database is utilized for producing Radial Basis Function (RBF)neural network "meta-models". In the third step, a Non-Linear Programming Problem (NLP)is formulated, that takes into account the constraints and limitations of the system and minimizes the consumption of hydrogen, for a given value of power demand. Based on the formulation and solution of the NLP problem, a look-up table is developed, containing the optimal values of the system variables for any possible value of power demand. In the last step, a Model Predictive Control (MPC)methodology is designed, for the optimal control of the system response to successive sep-point changes of power demand. The efficiency of the produced MPC system is illustrated through a number of simulations, which showthat a successful dynamic closed-loop behaviour can be achieved, while at the same time the consumption of hydrogen is minimized.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element FUEL CELLS
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Topical term or geographic name entry element HYDROGEN
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Topical term or geographic name entry element MODEL PREDICTIVE CONTROL
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Topical term or geographic name entry element OPTIMIZATION
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Topical term or geographic name entry element META-MODELING
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element NEURAL NETWORKS
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Personal name Hasikos, J.
700 12 - ADDED ENTRY--PERSONAL NAME
Personal name Sarimveis, H.
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Personal name Zervas, P.L.
700 12 - ADDED ENTRY--PERSONAL NAME
Personal name Markatos, N.C.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://drive.google.com/file/d/1Ja4Y-jp3mt_vnX95E1oywpAXuF8bQE_T/view?usp=drivesdk">https://drive.google.com/file/d/1Ja4Y-jp3mt_vnX95E1oywpAXuF8bQE_T/view?usp=drivesdk</a>
Public note Para ver el documento ingresa a Google con tu cuenta: @cicy.edu.mx
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  Clasificación local     Ref1 CICY CICY Documento préstamo interbibliotecario 25.06.2025   B-10884 25.06.2025 25.06.2025 Documentos solicitados