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Application Domain. The Energy Problem: Growing world demand and diminishing supply Efficient, large scale (> 1MW) power production is a necessity Environmentally responsible solutions are also a necessity. Potential Solutions Renewable resources and technologies (wind, solar, bio-mass, etc.) - PowerPoint PPT Presentation
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Application Domain• The Energy Problem: Growing world demand and diminishing supply
– Efficient, large scale (> 1MW) power production is a necessity– Environmentally responsible solutions are also a necessity.
• Potential Solutions– Renewable resources and technologies (wind, solar, bio-mass, etc.)– Efficiency/conservation measures
• Demand Side: End use conservation• Supply Side: Exploitation of by-product heat
– Advanced power cycles• Cogeneration of Steam (by-product heat used for process heating)• Combined Cycle (gas turbine topping cycle, steam bottoming cycle)• Integrated Gasification Combined Cycle• Solid Oxide Fuel Cell/Gas Turbine (SOFC/GT) Hybrids
SOFC Basics
Fuel Stream
Interconnect
Electrolyte
Anode
Interconnect
Air Stream
Cathode
2H2 2H2O
4e- + O2 2O2-
e-
O2 + 4e- 2O2- Load
• SOFC Operation: Electrochemical oxidation of hydrogen and reduction of oxygen generates electrical current for an external load.
• SOFC General Benefits– Direct conversion of chemical energy to electrical – High temperature operation (800-1000°C)
• High quality by-product heat, and enhanced chemical kinetics• Reduces the need for expensive catalysts.
– Reduced greenhouse gas emissions and criteria pollutants (e.g. NOx or SOx)– Internal reformation at high temperatures allows for broader fuel options.
SOFC/GT Hybrids• Operational Basics
– Air stream to SOFC pressurized by compressor and preheated by recuperative heat exchanger
– High temperature SOFC exhaust expanded through turbine for power generation– Combustion of unutilized fuel in exhaust can boost power produced by turbine
Generator
M
Stack
Fuel
Air
M
Compressor Turbine
CompressedAir
PressurizedPreheated Air
Fuel CellExhaust and
Unutilized Fuel
ExhaustGases
PressurizedCom bustion
Products
ExpandedCom bustion
Products
HeatExchangers
Startup/PostCom bustor
Steam
Reform eror
Gasifier
Anod
e
Elec
troly
te
Cat
hode
PowerConditionerM
• Benefits– High efficiency (η > 60%)
• Common combined cycle plants η ~ 50% maximum
– Lowered emissions for criteria pollutants
– Depending on fuel carbon dioxide can be eliminated or at least sequestered
Design Decision• By-product heat provides cogeneration/bottoming cycle opportunities
• Recuperative heat exchanger enhances SOFC/GT cycle performance
• The Catch: Increasing recuperator heat transfer decreases the quantity and quality of by-product heat.
– Quality is used in the thermodynamic sense, i.e. the “usefulness” of heat.
• Primary Questions– How much recuperator heat transfer?– How large of a fuel cell?– What are the priorities? Total power? Cogeneration?
Heat Rejected
Size of Fuel Cell
Total Power
Turbine Power
Turbine Inlet Temp
Recuperator Heat Transfer
SOFC Power
Additional Power Potential
Influence Diagram
SOFC/GT Dymola Model
Brayton Cycle Performance• Results of increasing heat exchanger heat transfer
– Higher turbine work output– Lower recuperator exit enthalpy, i.e. lower quality heat– Lower heat rejection
• Trade-off between SOFC/GT power and cogeneration
Case 1 2 3Compressor Work Input (W) 1600000 1600000 1600000Brayton Heat Input (W) 5400000 5400000 5400000Turbine Inlet Enthalpy (J/kg) 1524140 1593100 1679310Turbine Work Output (W) 3384770 3514570 3676820Recuperator Heat Transfer (W) 100000 500000 1000000Recuperator Exit Enthalpy (J/kg) 923316 900936 872962Heat Rejection (W) 3615230 3485430 3323180Brayton Efficiency (%) 33.0513 35.455 38.4596Recuperator Exit Temp. (K) 891.2 871.1 846Turbine Inlet Temperature (K) 1407 1464 1535
SOFC/GT performance under uncertainty
• Mass flow rate dominates turbine output power
• Turbine output normally distributed
10095908580757065605550454035302520151050
m_Fuel
HeatTx
T_AnIn
64%
20%
16%
Value (W)
-4.5e+006-5e+006-5.5e+006-6e+006-6.5e+006-7e+006-7.5e+006-8e+006-8.5e+006-9e+006
Occ
urre
nces
80
75
70
65
60
55
50
45
40
35
30
25
20
15
10
5
0
W_tVariable Mean Standard Dev.Turbine Power (W) -6837400 765854Fuel Cell Power (W) -1012300 20965By-product Heat (W) -6871890 1506870Recuperator Exit Enthalpy (J/kg) 1302640 193087Fuel Cell Exit Temperature (K) 1083.24 39.78
Main Effects: Turbine Power (W)
m_fuel
Heat_xfer
Anode_Temp
Turbine output distribution
Challenges
• Dymola – Understanding ThermoTech files– Building components
• Building the model– High Level doesn’t work– Use of Examples
• Model Center– Arena– Maximum Estimation Likelihood
Dymola
• TechThermo– Not completely developed– Doesn’t follow exact thermodynamic properties– Thermodynamic logic of library convoluted – Lots of Component-Icon-Models (CIM)
• Empty containers• Can require extensive coding
Dymola
• Building Components– Finding relevant equations– Learning the code– Debugging
Model Building
• Started at a High Level– Too much too fast– Singularity problems– Needed to target specific
areas
Model Building• Success
– Started small – Evaluated each individual component – Combined smaller “blocks”– Built components as needed
StandardBrayton Cycle
RecuperatedBrayton Cycle
Recuperator (built from CIM)
Model Center
• Arena– Limited knowledge of software– Not sure how to fit it in
• Elicitation of Beliefs– Hard to grasp the mathematical concept – ZunZun to the rescue