eco-bond graphs an energy-based modeling and simulation framework for complex dynamic systems with a...
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![Page 1: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/1.jpg)
Sept. 27, 2013, Athens, Greece
ECO-BOND GRAPHSAn Energy-Based Modeling and Simulation Framework
for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows
Dr. Rodrigo Castro ETH Zürich, Switzerland.
University of Buenos Aires & CIFASIS-CONICET, Argentina.
The 10th International Multidisciplinary Modelling & Simulation Multiconference
The 1st Int’l. Workshop on Simulation for Energy, Sustainable
Development & Environment
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 2
• Problem formulation– Emergy tracking & Complex Dynamics Systems
• Possible approaches• Our approach– Networked Complex Processes– 3-faceted representation of energy flows
• The Bond Graph formalism• The new Eco Bond Graphs– Definition– Examples– Simulation results
• Conclusions
Agenda
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 3
System Theoretic Approach
• Complex Dynamics Systems– Global scale socio-natural processes• We live in a nonlinear world, mostly away from equilibrium
Problem formulation
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 4
System Theoretic Approach
• Complex Dynamics Systems– Global scale socio-natural processes• We live in a nonlinear world, mostly away from equilibrium
Problem formulation
![Page 5: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/5.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 5
System Theoretic Approach
• Complex Dynamics Systems– Global scale socio-natural processes• We live in a nonlinear world, mostly away from equilibrium
Problem formulation
![Page 6: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/6.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 6
System Theoretic Approach
• Complex Dynamics Systems– Global scale socio-natural processes• We live in a nonlinear world, mostly away from equilibrium
Problem formulation
![Page 7: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/7.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 7
Storages and Processes Problem formulation
• Flows of Mass and Energy– Each process can abstract several internal sub processes
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 8
Storages and Processes Problem formulation
• Flows of Mass and Energy– Each process can abstract several internal sub processes
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 9
Storages and Processes Problem formulation
• Flows of Mass and Energy– Each process can abstract several internal sub processes
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 10
Storages and Processes Problem formulation
• Flows of Mass and Energy– Each process can abstract several internal sub processes
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 11
Storages and Processes Problem formulation
“Grey Energy”
• Flows of Mass and Energy– Each process can abstract several internal sub processes
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 12
Storages and Processes Problem formulation
“Grey Energy”
• Flows of Mass and Energy– Each process can abstract several internal sub processes
– We want to model systematically this type of systems– Structural approach Sustainability properties
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 13
• Sankey Diagrams– Static (snapshot-like) World Energy Flow.
Considering energy losses Possible approaches
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 14
• Sankey Diagrams– Static (snapshot-like) World Energy Flow.
Considering energy losses Possible approaches
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 15
Considering energy losses
• Energy System Language (H.T. Odum)– Account for dynamicsDifferential Eqns.
Possible approaches
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 16
Considering energy losses
• Energy System Language (H.T. Odum)– Account for dynamicsDifferential Eqns.
Possible approaches
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 17
Considering energy losses
• Energy System Language (H.T. Odum)– Account for dynamicsDifferential Eqns.
Possible approaches
![Page 18: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/18.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 18
Considering energy losses
• Energy System Language (H.T. Odum)– Account for dynamicsDifferential Eqns.
Possible approaches
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 19
Networked processes
• Multi Input/Multi Output Processes– Including recycling paths
Our approach
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 20
Networked processes
• Multi Input/Multi Output Processes– Including recycling paths
Our approach
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 21
Networked processes
• Multi Input/Multi Output Processes– Including recycling paths
Our approach
P3
P5
P1
P2
P4P6
RB
RC
RA
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 22
Focus on mass flows
• 3-Faceted representation
Our approach
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 23
Focus on mass flows
• 3-Faceted representation
Our approach
Balance: Mass and Energy
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 24
Focus on mass flows
• 3-Faceted representation
Our approach
Balance: Mass and Energy
321 EEEME
1E
2E
3E Tracking: Emergy
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 25
Focus on mass flows
• 3-Faceted representation
Our approach
Balance: Mass and Energy
321 EEEME
1E
2E
3E Tracking: Emergy
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 26
• Minimum required formulation – To achieve the modeling
goal systematically
• How do we formalize and generalize this structure ?
Basic formulation Our approach
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 27
• Bondgraph is a graphical modeling technique – Rooted in the tracking of power [Joules/sec=Watt]– Represented by effort variables (e) and flow variables (f)
Bondgraphic approach The Bond Graph Formalism
ef
Power = e · fe: Effortf: Flow
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 28
• Bondgraph is a graphical modeling technique – Rooted in the tracking of power [Joules/sec=Watt]– Represented by effort variables (e) and flow variables (f)
• Goal:– Sound physical modeling of generalized flows of energy– Self checking capabilities for thermodynamic feasibility
• Strategy:– Bondgraphic modeling of phenomenological processes – Including emergy tracking capabilities
Bondgraphic approach The Bond Graph Formalism
ef
Power = e · fe: Effortf: Flow
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 29
Energy domains
• Bondgraph is multi-energy domain
The Bond Graph Formalism
ef
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 30
Energy Domaine
Effort variablef
Flow variableMechanical, translation Force Linear velocity
Mechanical, rotation Torque Angular velocity
Electrical Electromotive force Current
Magnetic Magnetomotive force Flux rate
Hydraulic Pressure Volumetric flow rate
Thermal temperature entropy flow rate
Energy domains
• Bondgraph is multi-energy domain
The Bond Graph Formalism
ef
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 31
• As every bond defines two separate variables– The effort e and the flow f– We need two equations to compute values for these two variables
• It is always possible to compute one of the two variables at each side of the bond.
Causal Bonds The Bond Graph Formalism
ef
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 32
• As every bond defines two separate variables– The effort e and the flow f– We need two equations to compute values for these two variables
• It is always possible to compute one of the two variables at each side of the bond.
• A vertical bar symbolizes the side where the flow is being computed.
Causal Bonds The Bond Graph Formalism
ef
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 33
• Local balances of energy
Junctions The Bond Graph Formalism
0e1
e2
e3f1
f2
f3
e2 = e1
e3 = e1
f1 = f2 + f3
1e1
e2
e3f1
f2
f3
f2 = f1
f3 = f1
e1 = e2+ e3
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 34
• Local balances of energy
Junctions The Bond Graph Formalism
0e1
e2
e3f1
f2
f3
e2 = e1
e3 = e1
f1 = f2 + f3
1e1
e2
e3f1
f2
f3
f2 = f1
f3 = f1
e1 = e2+ e3
Junctions of type 0 have only one flow equation, and therefore, they must have exactly one causality bar.
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 35
• Local balances of energy
Junctions The Bond Graph Formalism
0e1
e2
e3f1
f2
f3
e2 = e1
e3 = e1
f1 = f2 + f3
1e1
e2
e3f1
f2
f3
f2 = f1
f3 = f1
e1 = e2+ e3
Junctions of type 0 have only one flow equation, and therefore, they must have exactly one causality bar.
Junctions of type 1 have only one effort equation, and therefore, they must have exactly (n-1) causality bars.
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 36
• An electrical energy domain model
Example I The Bond Graph Formalism
Electrical Circuit
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 37
• An electrical energy domain model
Example I The Bond Graph Formalism
Electrical Circuit
VoltageSource
Capacitor
Resistor
Inductor
Resistor
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 38
• An electrical energy domain model
Example I The Bond Graph Formalism
U0.e
U0.
eU
0.e
C1.e C1.e
C1.e
R1.e
U0.
fL1
.f
R1.f
R1.f R1.f R2.f
C1.f
Bondgraphic equivalent Electrical Circuit
VoltageSource
Capacitor
Resistor
Inductor
Resistor
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 39
Example I The Bond Graph Formalism
U0.e
U0.
eU
0.e
C1.e C1.e
C1.e
R1.e
U0.
fL1
.f
R1.f
R1.f R1.f R2.f
C1.f
Bondgraphic model
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 40
Example I The Bond Graph Formalism
U0.e
U0.
eU
0.e
C1.e C1.e
C1.e
R1.e
U0.
fL1
.f
R1.f
R1.f R1.f R2.f
C1.f
Bondgraphic model
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 41
Example I The Bond Graph Formalism
U0.e
U0.
eU
0.e
C1.e C1.e
C1.e
R1.e
U0.
fL1
.f
R1.f
R1.f R1.f R2.f
C1.f
Systematic derivationof equationsBondgraphic model
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 42
Example I The Bond Graph Formalism
U0.e
U0.
eU
0.e
C1.e C1.e
C1.e
R1.e
U0.
fL1
.f
R1.f
R1.f R1.f R2.f
C1.f
Systematic derivationof equations
U0 .e = f(t)Bondgraphic model
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 43
Example I The Bond Graph Formalism
U0.e
U0.
eU
0.e
C1.e C1.e
C1.e
R1.e
U0.
fL1
.f
R1.f
R1.f R1.f R2.f
C1.f
Systematic derivationof equations
U0 .e = f(t)U0 .f = L1 .f + R1 .f
Bondgraphic model
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 44
Example I The Bond Graph Formalism
U0.e
U0.
eU
0.e
C1.e C1.e
C1.e
R1.e
U0.
fL1
.f
R1.f
R1.f R1.f R2.f
C1.f
Systematic derivationof equations
U0 .e = f(t)U0 .f = L1 .f + R1 .f
d/dt L1.f = U0 .e / L1
Bondgraphic model
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 45
Example I The Bond Graph Formalism
U0.e
U0.
eU
0.e
C1.e C1.e
C1.e
R1.e
U0.
fL1
.f
R1.f
R1.f R1.f R2.f
C1.f
Systematic derivationof equations
U0 .e = f(t)U0 .f = L1 .f + R1 .f
d/dt L1.f = U0 .e / L1R1 .e = U0 .e – C1 .e
Bondgraphic model
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 46
Example I The Bond Graph Formalism
U0.e
U0.
eU
0.e
C1.e C1.e
C1.e
R1.e
U0.
fL1
.f
R1.f
R1.f R1.f R2.f
C1.f
Systematic derivationof equations
U0 .e = f(t)U0 .f = L1 .f + R1 .f
d/dt L1.f = U0 .e / L1R1 .e = U0 .e – C1 .eR1 .f = R1 .e / R1
Bondgraphic model
![Page 47: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/47.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 47
Example I The Bond Graph Formalism
U0.e
U0.
eU
0.e
C1.e C1.e
C1.e
R1.e
U0.
fL1
.f
R1.f
R1.f R1.f R2.f
C1.f
Systematic derivationof equations
U0 .e = f(t)U0 .f = L1 .f + R1 .f
d/dt L1.f = U0 .e / L1R1 .e = U0 .e – C1 .eR1 .f = R1 .e / R1C1 .f = R1 .f – R2 .f
Bondgraphic model
![Page 48: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/48.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 48
Example I The Bond Graph Formalism
U0.e
U0.
eU
0.e
C1.e C1.e
C1.e
R1.e
U0.
fL1
.f
R1.f
R1.f R1.f R2.f
C1.f
Systematic derivationof equations
U0 .e = f(t)U0 .f = L1 .f + R1 .f
d/dt L1.f = U0 .e / L1R1 .e = U0 .e – C1 .eR1 .f = R1 .e / R1C1 .f = R1 .f – R2 .f
d/dt C1.e = C1 .f / C1
Bondgraphic model
![Page 49: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/49.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 49
Example I The Bond Graph Formalism
U0.e
U0.
eU
0.e
C1.e C1.e
C1.e
R1.e
U0.
fL1
.f
R1.f
R1.f R1.f R2.f
C1.f
Systematic derivationof equations
U0 .e = f(t)U0 .f = L1 .f + R1 .f
d/dt L1.f = U0 .e / L1R1 .e = U0 .e – C1 .eR1 .f = R1 .e / R1C1 .f = R1 .f – R2 .f
d/dt C1.e = C1 .f / C1R2 .f = C1 .e / R2
Bondgraphic model
![Page 50: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/50.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 50
Example I The Bond Graph Formalism
U0.e
U0.
eU
0.e
C1.e C1.e
C1.e
R1.e
U0.
fL1
.f
R1.f
R1.f R1.f R2.f
C1.f
Systematic derivationof equations
U0 .e = f(t)U0 .f = L1 .f + R1 .f
d/dt L1.f = U0 .e / L1R1 .e = U0 .e – C1 .eR1 .f = R1 .e / R1C1 .f = R1 .f – R2 .f
d/dt C1.e = C1 .f / C1R2 .f = C1 .e / R2
Bondgraphic model
![Page 51: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/51.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 51
Example I The Bond Graph Formalism
U0.e
U0.
eU
0.e
C1.e C1.e
C1.e
R1.e
U0.
fL1
.f
R1.f
R1.f R1.f R2.f
C1.f
Systematic derivationof equations
U0 .e = f(t)U0 .f = L1 .f + R1 .f
d/dt L1.f = U0 .e / L1R1 .e = U0 .e – C1 .eR1 .f = R1 .e / R1C1 .f = R1 .f – R2 .f
d/dt C1.e = C1 .f / C1R2 .f = C1 .e / R2
Bondgraphic model
![Page 52: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/52.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 52
• A multi-energy domain model– Electricity– Mechanical rotational– Mechanical translational
Example II The Bond Graph Formalism
Special elements such as Gyrator and Transformerconvert energy flows across diff. physical domains
![Page 53: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/53.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 53
• A multi-energy domain model– Electricity– Mechanical rotational– Mechanical translational
Example II The Bond Graph Formalism
Special elements such as Gyrator and Transformerconvert energy flows across diff. physical domains
![Page 54: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/54.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 54
• A multi-energy domain model– Electricity– Mechanical rotational– Mechanical translational
Example II The Bond Graph Formalism
ua
ia
ia
ia
ia
uRa
uLa
ui τω1
ω1
ω1
ω1
τB3
τB1
τB1
τB1
τJ1
ω2
ω12
ω2
ω2
ω2
τk1
τG FG
v
v
vv
v
FB2
Fk2
Fm -m·gτJ2
Special elements such as Gyrator and Transformerconvert energy flows across diff. physical domains
![Page 55: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/55.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 55
Facets and Bonds
• Bond Graph variables for Complex Systems– Facets 1 and 2• Power variables:
– Specific Enthalpy [J/kg] (an effort variable) – Mass Flow [kg/sec] (a flow variable). [J/sec] = [J/kg] · [kg/sec] represents power
• Information variable– Mass [Kg] (a state variable)
– Facet 3 (the emergy facet)• Information variable
– Specific Emergy [J/kg] (a structural variable)– [J/sec] = [J/kg] · [kg/sec] also denotes power
Eco Bond Graphs
EcoBG
![Page 56: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/56.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 56
Facets and Bonds
• Bond Graph variables for Complex Systems– Facets 1 and 2• Power variables:
– Specific Enthalpy [J/kg] (an effort variable) – Mass Flow [kg/sec] (a flow variable). [J/sec] = [J/kg] · [kg/sec] represents power
• Information variable– Mass [Kg] (a state variable)
– Facet 3 (the emergy facet)• Information variable
– Specific Emergy [J/kg] (a structural variable)– [J/sec] = [J/kg] · [kg/sec] also denotes power
Eco Bond Graphs
EcoBG
![Page 57: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/57.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 57
Facets and Bonds
• Bond Graph variables for Complex Systems– Facets 1 and 2• Power variables:
– Specific Enthalpy [J/kg] (an effort variable) – Mass Flow [kg/sec] (a flow variable). [J/sec] = [J/kg] · [kg/sec] represents power
• Information variable– Mass [Kg] (a state variable)
– Facet 3 (the emergy facet)• Information variable
– Specific Emergy [J/kg] (a structural variable)– [J/sec] = [J/kg] · [kg/sec] also denotes power
Eco Bond Graphs
EcoBG
![Page 58: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/58.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 58
Facets and Bonds
• Bond Graph variables for Complex Systems– Facets 1 and 2• Power variables:
– Specific Enthalpy [J/kg] (an effort variable) – Mass Flow [kg/sec] (a flow variable). [J/sec] = [J/kg] · [kg/sec] represents power
• Information variable– Mass [Kg] (a state variable)
– Facet 3 (the emergy facet)• Information variable
– Specific Emergy [J/kg] (a structural variable)– [J/sec] = [J/kg] · [kg/sec] also denotes power
Eco Bond Graphs
EcoBG
![Page 59: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/59.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 59
Facets and Bonds
• Bond Graph variables for Complex Systems– Facets 1 and 2• Power variables:
– Specific Enthalpy [J/kg] (an effort variable) – Mass Flow [kg/sec] (a flow variable). [J/sec] = [J/kg] · [kg/sec] represents power
• Information variable– Mass [Kg] (a state variable)
– Facet 3 (the emergy facet)• Information variable
– Specific Emergy [J/kg] (a structural variable)– [J/sec] = [J/kg] · [kg/sec] also denotes power
Eco Bond Graphs
EcoBG
![Page 60: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/60.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 60
Accumulators
• The EcoBG Storage element– A Capacitive Field (CF) accumulates more than one
quantity: Enthalpy, Mass and Emergy
Eco Bond Graphs
The specific enthalpy is a property of the accumulated mass
Known in advance -> A parameter
q
![Page 61: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/61.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 61
Junctions
• The EcoBG 0-Junction
Eco Bond Graphs
M1
M 2
M3
![Page 62: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/62.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 62
Reusable structures
• Basic unit based on EcoBG elements– An important “building block”
• Storage of mass and energy adhering to the proposed 3-Faceted approach:
Eco Bond Graphs
M1 M2
M3
![Page 63: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/63.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 63
Modeling processes
• EcoBG Process elements
Eco Bond Graphs
PR()
![Page 64: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/64.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 64
Modeling processes
• EcoBG Process elements
Eco Bond Graphs
PR()
![Page 65: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/65.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 65
Modeling processes
• EcoBG Process elements
Eco Bond Graphs
PR()
![Page 66: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/66.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 66
Example
• Extraction of renewable resources for consumption
Eco Bond Graphs
![Page 67: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/67.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 67
Example
• Extraction of renewable resources for consumption
Eco Bond Graphs
Natural RenewablePrimary
Reservoir Consumption
SecondaryReservoirSupply
Process
DemandProcess
![Page 68: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/68.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 68
Software tools
• EcoBG library implemented in the Dymola® tool.
Eco Bond Graphs
![Page 69: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/69.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 69
Software tools
• EcoBG library implemented in the Dymola® tool.
Eco Bond Graphs
Natural RenewablePrimary
Reservoir
Consumption
SecondaryReservoir
SupplyProcess
DemandProcess
![Page 70: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/70.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 70
The Mass Layer Eco Bond Graphs
Rain
AccumulatedDeposit (Ma)
ConsumptionReservoir (Mc)
HumanDemand
![Page 71: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/71.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 71
The Mass Layer Eco Bond Graphs
Rain
AccumulatedDeposit (Ma)
ConsumptionReservoir (Mc)
HumanDemand
dcirrscasc
casra
MMKMMKM
MMKMM
..
..
![Page 72: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/72.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 72
The Mass Layer Eco Bond Graphs
Rain
AccumulatedDeposit (Ma)
ConsumptionReservoir (Mc)
HumanDemand
dcirrscasc
casra
MMKMMKM
MMKMM
..
..
ra MM
dcirrdc MMKM
cirrscasc
casa
MKMMKM
MMKM
..
..
![Page 73: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/73.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 73
The Mass Layer Eco Bond Graphs
Rain
AccumulatedDeposit (Ma)
ConsumptionReservoir (Mc)
HumanDemand
dcirrscasc
casra
MMKMMKM
MMKMM
..
..
ra MM
dcirrdc MMKM
cirrscasc
casa
MKMMKM
MMKM
..
..
![Page 74: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/74.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 74
The Mass Layer Eco Bond Graphs
Rain
AccumulatedDeposit (Ma)
ConsumptionReservoir (Mc)
HumanDemand
dcirrscasc
casra
MMKMMKM
MMKMM
..
..
s
KgM r 2
KgM a 1500, KgM c 10,
1.0
001.0
irrs
s
K
K
s
KgM d 05.0
0dirrK
ra MM
dcirrdc MMKM
cirrscasc
casa
MKMMKM
MMKM
..
..
![Page 75: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/75.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 75
Energy and Emergy Layers Eco Bond Graphs
Rain
AccumulatedDeposit (Ma)
ConsumptionReservoir (Mc)
HumanDemand
![Page 76: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/76.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 76
Energy and Emergy Layers Eco Bond Graphs
Rain
AccumulatedDeposit (Ma)
ConsumptionReservoir (Mc)
HumanDemand
).(.)...(.
)...(.).(.
dcccascac
casaarrra
MhTrMMKhTrME
MMKhTrMhTrME
![Page 77: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/77.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 77
Energy and Emergy Layers Eco Bond Graphs
Rain
AccumulatedDeposit (Ma)
ConsumptionReservoir (Mc)
HumanDemand
).(.)...(.
)...(.).(.
dcccascac
casaarrra
MhTrMMKhTrME
MMKhTrMhTrME
![Page 78: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/78.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 78
Energy and Emergy Layers Eco Bond Graphs
Rain
AccumulatedDeposit (Ma)
ConsumptionReservoir (Mc)
HumanDemand
).(.)...(.
)...(.).(.
dcccascac
casaarrra
MhTrMMKhTrME
MMKhTrMhTrME
![Page 79: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/79.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 79
Energy and Emergy Layers Eco Bond Graphs
Rain
AccumulatedDeposit (Ma)
ConsumptionReservoir (Mc)
HumanDemand
).(.)...(.
)...(.).(.
dcccascac
casaarrra
MhTrMMKhTrME
MMKhTrMhTrME
).(. rrra MhTrME
).(. dccc MhTrME
)...(.
)...(.
cascac
casaaa
MMKhTrME
MMKhTrME
![Page 80: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/80.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 80
Energy and Emergy Layers Eco Bond Graphs
Rain
AccumulatedDeposit (Ma)
ConsumptionReservoir (Mc)
HumanDemand
).(.)...(.
)...(.).(.
dcccascac
casaarrra
MhTrMMKhTrME
MMKhTrMhTrME
).(. rrra MhTrME
).(. dccc MhTrME
)...(.
)...(.
cascac
casaaa
MMKhTrME
MMKhTrME
![Page 81: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/81.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 81
Energy and Emergy Layers Eco Bond Graphs
Rain
AccumulatedDeposit (Ma)
ConsumptionReservoir (Mc)
HumanDemand
1
1
1
r
rr
r
r
h
emTr
kg
Jem
kg
Jh
kg
Jha 1
kg
Jhc 1
001.0sK
).(.)...(.
)...(.).(.
dcccascac
casaarrra
MhTrMMKhTrME
MMKhTrMhTrME
).(. rrra MhTrME
).(. dccc MhTrME
)...(.
)...(.
cascac
casaaa
MMKhTrME
MMKhTrME
![Page 82: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/82.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 82
• Accumulated quantities (Deposit and Reservoir)
Simulation results Eco Bond Graphs
eq.
Energy Emergy
Transformity
eq.
eq.
![Page 83: ECO-BOND GRAPHS An Energy-Based Modeling and Simulation Framework for Complex Dynamic Systems with a focus on Sustainability and Embodied Energy Flows](https://reader031.vdocuments.site/reader031/viewer/2022013011/56649eb15503460f94bb691e/html5/thumbnails/83.jpg)
Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 83
• Experiment: Rain flow reduced 4x. Results for Reservoir.
Simulation results Eco Bond Graphs
Mass
Energy Emergy
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 84
• Eco Bond Graphs– A new “Plumbing Technology” for modeling Complex Dynamics Systems– A low-level tool to equip other higher-level modeling formalisms
• with the ability to track emergy flows
• Hierarchical interconnection of EcoBG subsystems– Automatic and systematic evaluation of sustainability:
• global tracking of emergy and • local checking of energy balances
• M&S practice– The laws of thermodynamics are not an opinable subject
• Every sustainability-oriented effort should -at some point- consider emergy
• We should become able to inform both: • decision makers (experts, politicians, corporations) and• people who express their wishes (democratic societies)
– about which are the feasible physical boundaries • within which their -largely opinable- desires and/or plans can
be possibly implemented in a sustainable fashion.
Conclusions
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Dr. Rodrigo Castro I3M–SESDE 2013. Athens, Greece . September 27, 2013. 85
Q&A
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Thanks for your attention !