This document summarizes key concepts from a lecture on emergy and complex systems:
1) It defines different types of energy (potential, kinetic, heat), the laws of thermodynamics, and efficiency.
2) Material cycles are explained as being coupled to and concentrated by the energy transformation hierarchy through feedback loops and spatial patterns.
3) The concentration of materials is inversely related to the rate of material flow and directly related to the emergy (energy used directly and indirectly) per unit of material.
Entropy in physics, biology and in thermodynamicsjoshiblog
Entropy is a measure of probability and the "disorder" of a system.
Disorder refers to is really the number of different microscopic states a system can be in, given that the system has a particular fixed composition, volume, energy, pressure, and temperature.
the exact definition is
Entropy = (Boltzmann's constant k) x logarithm of number of possible states
= k log(N).
The first law of thermodynamics defines the relationship between the various forms of energy present in a system (kinetic and potential), the work which the system performs and the transfer of heat.
We can imagine thermodynamic processes which conserve energy but which never occur in nature.
For example, if we bring a hot object into contact with a cold object, we observe that the hot object cools down and the cold object heats up until an equilibrium is reached. The transfer of heat goes from the hot object to the cold object.
According to the second law of thermodynamics, in any process that involves a cycle, the entropy of the system will either stay the same or increase. When the cyclic process is reversible then the entropy will not change. When the process is irreversible, then entropy will increases.
The second law states that there exists a useful state variable called entropy S. The change in entropy delta S is equal to the heat transfer delta Q divided by the temperature T.
delta S = delta Q / T
Order can be produced with an expenditure of energy, and the order associated with life on the earth is produced with the aid of energy from the sun.
For example, plants use energy from the sun in tiny energy factories called chloroplasts Using chlorophyll in the process called photosynthesis, they convert the sun's energy into storable form in ordered sugar molecules. In this way, carbon and water in a more disordered state are combined to form the more ordered sugar molecules.
In animal systems there are also small structures within the cells called mitochondria which use the energy stored in sugar molecules from food to form more highly ordered structures.
I wish the person who shared this with me had put their name to the presentation - if it was you, please let me know if you would prefer not to have it on Slideshare.
Entropy in physics, biology and in thermodynamicsjoshiblog
Entropy is a measure of probability and the "disorder" of a system.
Disorder refers to is really the number of different microscopic states a system can be in, given that the system has a particular fixed composition, volume, energy, pressure, and temperature.
the exact definition is
Entropy = (Boltzmann's constant k) x logarithm of number of possible states
= k log(N).
The first law of thermodynamics defines the relationship between the various forms of energy present in a system (kinetic and potential), the work which the system performs and the transfer of heat.
We can imagine thermodynamic processes which conserve energy but which never occur in nature.
For example, if we bring a hot object into contact with a cold object, we observe that the hot object cools down and the cold object heats up until an equilibrium is reached. The transfer of heat goes from the hot object to the cold object.
According to the second law of thermodynamics, in any process that involves a cycle, the entropy of the system will either stay the same or increase. When the cyclic process is reversible then the entropy will not change. When the process is irreversible, then entropy will increases.
The second law states that there exists a useful state variable called entropy S. The change in entropy delta S is equal to the heat transfer delta Q divided by the temperature T.
delta S = delta Q / T
Order can be produced with an expenditure of energy, and the order associated with life on the earth is produced with the aid of energy from the sun.
For example, plants use energy from the sun in tiny energy factories called chloroplasts Using chlorophyll in the process called photosynthesis, they convert the sun's energy into storable form in ordered sugar molecules. In this way, carbon and water in a more disordered state are combined to form the more ordered sugar molecules.
In animal systems there are also small structures within the cells called mitochondria which use the energy stored in sugar molecules from food to form more highly ordered structures.
I wish the person who shared this with me had put their name to the presentation - if it was you, please let me know if you would prefer not to have it on Slideshare.
Energy & Work, Measurement of Energy, Measurement of Energy, Kilo Watt Hour, Energy, Energy Exchange, Methods of Energy Exchange, Type of Energy Source, Energy Equilibrium, Heat Capacity, Specific Heat Capacity, Heat Exchange, Phases of Matter, Latent Energy, Work, Work In Linear Motion, Work Energy Relation, Work In Vertical Motion, Efficiency, Efficiency, Efficiency in Parallel Network, Efficiency in Series Network, Gain
How energy relates to work? to know more, read this notes. Suitable for CBSE board students. Sections contains work energy, work energy units, work energy conversion
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Fundamentals of Electric Drives and its applications.pptx
Termodinâmica definições principais
1. Emergy & Complex Systems
Day 1, Lecture 2….
Energy, Emergy, Exergy
and Thermodynamics
Thermodynamics, Maximum power, Hierarchies,
and Material cycles
2. Emergy & Complex Systems
Day 1, Lecture 2….
Energy….
The ability to cause work…
and WORK is defined as any
useful energy transformation
…in most kinds of work, one type of energy is transformed
into another with some going into a used form that no
longer has potential for further work
3. Emergy & Complex Systems
Day 1, Lecture 2….
Energy
Transformation
Process
4. Emergy & Complex Systems
Day 1, Lecture 2….
Two types of energy….
Potential and kinetic
1. Potential - energy that is capable
of driving a process with energy
transformation from one form to
another
Potential energy from outside energy sources provides
the means for keeping systems generating work.
Storages within systems have potential energy that can
drive work processes
5. Emergy & Complex Systems
Day 1, Lecture 2….
2. Kinetic - the energy of
movement as in a spinning top or
traveling car
Kinetic energy can be converted to potential and back again, in
some systems without a loss of potential energy to heat..
The amount of kinetic energy that a body possesses is
dependent on the speed of its motion and its mass.
At the atomic scale, the kinetic energy of atoms and molecules
is sometimes referred to as heat energy.
Two types of energy….
Potential and kinetic
6. Emergy & Complex Systems
Day 1, Lecture 2….
Energy = Heat
There are many types of energy and they can all be
quantitatively related by converting them into heat...
Since all energy can be converted into heat at 100%
efficiency
In practice energy is defined and
measured by the heat that is formed
when converted into heat!
7. Emergy & Complex Systems
Day 1, Lecture 2….
Heat
- the collective motions of molecules,
whose average intensity is the
temperature which may be measured by
expansion of matter in a thermometer
8. Emergy & Complex Systems
Day 1, Lecture 2….
Available energy (exergy)...
Potential energy capable of doing work and
being degraded in the process
As long as comparisons are made between energies of the same
type, we may say that available energy measures the ability to
do work
9. Emergy & Complex Systems
Day 1, Lecture 2….
Efficiency...
The ratio of the useful energy delivered
by a dynamic system to the energy
supplied to it...
Time’s speed regulator- power in an energy transformation
depends on the workload. Maximum output power occurs with
an intermediate efficiency
10. Emergy & Complex Systems
Day 1, Lecture 2….
.
Source
No flow
(a)
1
1
Source
1
0
(b)
100%
1
(c)
(e)
Power
Efficiency
Load
0 10050
Forces
Equal
Heat
Source 50%
50%
(d)
Falling
Lifting
0.5
No Useful
Power
Backforce
.
Source
No flow
(a)
1
1
Source
1
0
(b)
100%
1
(c)
(e)
Power
Efficiency
Load
0 10050
Forces
Equal
Heat
Source 50%
50%
(d)
Falling
Lifting
0.5
No Useful
Power
Backforce
The Atwood machine...
Demonstrating optimum
efficiency of 50%…
A) 100% efficient, no
work
B) 0% efficiency, all
energy goes into heat
C) 50% efficiency
maximizes useful work
11. Emergy & Complex Systems
Day 1, Lecture 2….
Energy
Transformation
Process
100
90 (140)
10
50
1st law efficiency = 10/100 = 10%
2nd law efficiency = 10/150 = 6.67%
Efficiency of process
vs. efficiency of the
system….
12. Emergy & Complex Systems
Day 1, Lecture 2….
Work:
Mechanical work - aforce operated against an
opposing force for a distance, the energy
transformed is the product of the force times
the distance.
Work.. A useful transformation - work means a
useful energy transformation where use can be
defines as contributing to the survival of the
system
13. Emergy & Complex Systems
Day 1, Lecture 2….
Power:
Energy flow per unit time. Engineers restrict
the term to the rate of flow of energy in useful
work transformations
14. Emergy & Complex Systems
Day 1, Lecture 2….
Energy Systems Theory….
Important principles and concepts
1st Law of Thermodynamics
2nd law of Thermodynamics
3rd law of Thermodynamics
Maximum Power Principle (4th law)
Hierarchically organized systems (5th
law)
15. Emergy & Complex Systems
Day 1, Lecture 2….
1st Law of Thermodynamics
Energy cannot be created or destroyed
Interaction = Energy Transformation
100 J
20 J
108 J
12 J
All energy is accounted for...
Used energy
X
Interaction = Energy Transformation
100 J
20 J
108 J
12 J
All energy is accounted for...
Used energy
X
16. Emergy & Complex Systems
Day 1, Lecture 2….
2nd Law of Thermodynamics
In all real process (transformations), some
energy loses its ability to do work
100 J
100 J
4 J
1 J
97 J
3 J
St orage
Transformation
We sometimes speak loosely of
energy being “used up” whereas
what is really meant is that the
potential for driving work is
consumed, while the calories of
energy inflows and outflowing are
the same.
17. Emergy & Complex Systems
Day 1, Lecture 2….
3rd Law…
Absolute Zero Exists
Entropy at absolute zero is zero….
As heat content approaches absolute zero molecules are
in crystalline states, and the entropy of the state is
defined as zero
(- 273o
C)
18. Emergy & Complex Systems
Day 1, Lecture 2….
During self-organization, systems are guided by the
Maximum Empower Principle…
Self-organization tends to develop network
connections that use energies in feedback
actions to aid the process of getting more
resources or using them more efficiently...
4th Law...
Maximum Empower Principle
19. Emergy & Complex Systems
Day 1, Lecture 2….
“In time, through the process of trial and
error, complex patterns of structure and
processes have evolved...the successful ones
surviving because they use materials and
energies well in their own maintenance, and
compete well with other patterns that
chance interposes.”
H.T. Odum
Maximum Empower Principle…
20. Emergy & Complex Systems
Day 1, Lecture 2….
Systems maximize power by: 1) developing storages of high-quality energy, 2) feeding
back work from storages to increase inflows, 3) recycling materials as needed, 4)
organizing control mechanisms that keep the system adapted and stable, 5) setting up
exchanges for needed materials, 6) Contributing work to the next larger system
Maximum EmpowerMaximum Empower
21. Emergy & Complex Systems
Day 1, Lecture 2….
5th Law…
All systems are organized hierarchically
Energy flows of the universe are organized in
energy transformation hierarchies. Position in the
energy hierarchy can be measured by the amount of
energy required to produce something
22. Emergy & Complex Systems
Day 1, Lecture 2….
Energy Transformation Hierarchy
Spatial view of units and their
territories
Energy networks including
transformation and feedbacks
Aggregation of enerrgy network
into an energy chain
Bar graph of the energy flows for
the levels in the energy hierarchy
Bar graph of solar transformities
23. Emergy & Complex Systems
Day 1, Lecture 2….
Heat and Entropy…
If there is a difference in temperature within
a system, the difference can drive other
transformations.
The useable heat in any system is the difference between the
inflowing temperature and the outflowing temperature
T1
T2
T1 - T2 = ∆T
Efficiency = T2 - T1 = ∆T
T2 T2
24. Emergy & Complex Systems
Day 1, Lecture 2….
Heat and Entropy…(continued)
The Carnot Ratio ( ∆T/T ) is called a
thermodynamic force since it indicates the
intensity of delivery of a potential energy flow
from a storage of heat relative to one at a
lower temperature.
25. Emergy & Complex Systems
Day 1, Lecture 2….
Heat Capacity - of a substance is the ratio of the amount of heat
energy absorbed by that substance to its corresponding
temperature rise.
Specific Heat - is the heat capacity of a unit mass of a substance
or heat needed to raise the temperature of 1 gram (g) of a
substance 1 degree Celsius.
Sensible Heat - is heat that can be measured by a thermometer,
and thus sensed by humans. Several different scales of
measurement exist for measuring sensible heat. The most common
are: Celsius scale, Fahrenheit scale, and the Kelvin scale.
Latent Heat - is the energy required to change a substance to a
higher state of matter. This same energy is released from the
substance when the change of state is reversed. The diagram below
describes the various exchanges of heat involved with 1 gram of
water.
26. Emergy & Complex Systems
Day 1, Lecture 2….
Latent heat exchanges of energy involved with the
phase changes of water….
1 gram of water…
27. Emergy & Complex Systems
Day 1, Lecture 2….
Net absorption and release of latent heat
energy for the Earth's surface. High
temperatures and a plentiful supply of
water encourage the evaporation of water.
Negative values of latent heat flux
indicate a net release of latent energy
back into the environment because of the
condensation or freezing of water. Values
of latent heat flux are generally low over
landmasses because of a limited supply of
water at the ground surface.
28. Emergy & Complex Systems
Day 1, Lecture 2….
Entropy Change…
S = entropy
In an energy transformation, the change in
heat divided by the absolute temperature at
which the heat chnge occurs is defined as the
entropy change
When heat is added to a storage entropy increases, when heat
is subtracted, entropy decreases.
29. Emergy & Complex Systems
Day 1, Lecture 2….
Energy Storage…
Generation of new potential energy
concentrations… these are capable of driving
other pathways.
Potential energy per unit of matter stored that carries the
energy. Thus there are water potentials, potential in
electrical charge storage, and chemical potential.
30. Emergy & Complex Systems
Day 1, Lecture 2….
Reversible and Irreversible
Processes…
Reversible processes are those where no
energies are made unavailable. ie pendulum,
population of molecules…
However most processes in the biosphere
are Irreversible, requiring new potential
energies to maintain them
31. Emergy & Complex Systems
Day 1, Lecture 2….
Chemical Potential Energy…
∆Hrev = reversible heat change of state…
In most chemical reactions there are changes of physical state. A
portion of the reaction may be reversible and this this energy is
not available to drive the process spontaneously.
For a spontaneous reaction there must be potential energy in the
reaction over and beyond that necessary for the reversible heat
changes in involved in the change of state.
Thus the total heat change of a reaction is the sum of the two
heat changes… the ∆Hrev and ∆F (free energy)
32. Emergy & Complex Systems
Day 1, Lecture 2….
Chemical Potential Energy… (continued)
The total heat change in a chemical reaction
is called enthalpy…
∆Htotal = ∆F + ∆Hrev
Enthaply
Free energy
Reversible heat
33. Emergy & Complex Systems
Day 1, Lecture 2….
Chemical Potential Energy… (continued)
Sign convention…
If heat is released and temperature rises as as heat
flows out to the environment… ∆H tot is MINUS
If there is potential energy to drive the reaction
over and above the reversible energy… ∆F is Minus
If heat is released as part of the reversible heat
change…∆Hrev is MINUS
If heat is absorbed as part of the reversible heat
change … ∆Hrev is PLUS
34. Emergy & Complex Systems
Day 1, Lecture 2….
Chemical Potential Energy… (continued)
Gibbs Free Energy - free energy of a chemical
reaction where pressure is held constant during
the change.
Helmholtz Free Energy - free energy where
volume is held constant during the change.
35. Emergy & Complex Systems
Day 1, Lecture 2….
Material Cycles...
Matter is conserved…when chemical reactions
take place, matter is neither created or
destroyed
Matter going into a system is either stored within the
system or flows out…
36. Emergy & Complex Systems
Day 1, Lecture 2….
Water CycleWater Cycle Nitrogen CycleNitrogen Cycle
Carbon CycleCarbon Cycle
Phosphorus CyclePhosphorus Cycle
37. Emergy & Complex Systems
Day 1, Lecture 2….
Mass Balance of
materials in an
ecosystem...
Mass Balance of
materials in an
ecosystem...
38. Emergy & Complex Systems
Day 1, Lecture 2….
When self organization converges and
concentrates high quality energy in centers,
materials are also concentrated by the
production functions.
Because available energy has to be used up to
concentrate materials, the quantity of material
flow also has to decrease in each successive step
in a series of energy transformations.
Material Cycles and Energy
Hierarchy...
39. Emergy & Complex Systems
Day 1, Lecture 2….
Energy Concentration and
Emergy per Unit Mass
Natural Depreciation
(Second Law)
(a) Concentration
Gradient
Materials
Energy Required
(b) Process of
Concentrating
Materials
(c) Emergy
per Mass
(d) Emergy and Materials into Production
Production
Process
Energy &
Emergy
Dispersed
Material
Storages
Recycle
Energy Concentration and
Emergy per Unit Mass
Natural Depreciation
(Second Law)
(a) Concentration
Gradient
Materials
Energy Required
(b) Process of
Concentrating
Materials
(c) Emergy
per Mass
(d) Emergy and Materials into Production
Production
Process
Energy &
Emergy
Dispersed
Material
Storages
Recycle
(a) Concentration of materials
indicated by density of dots;
(b) use of available energy to
increase concentration and energy
storage;
(c) emergy per mass increases with
concentration;
(d) autocatalytic production process
utilizing available energy to
concentrate dispersed materials.
Dotted lines = energy flow only;
solid lines = material flow.
Consumption of available energy
is necessary to increase
material concentration
Consumption of available energy
is necessary to increase
material concentration
40. Emergy & Complex Systems
Day 1, Lecture 2….
On the left there is
non-specific
transport of trace
concentrations by a
carrier material. On
the right there is a
specific use of the
trace material in an
autocatalytic
production process
that accelerates
energy use and
material
concentration.
Coupling of a trace material to energy flow
and transformations...showing two stages.
Coupling of a trace material to energy flow
and transformations...showing two stages.
41. Emergy & Complex Systems
Day 1, Lecture 2….
(a) Materials and
energy transformation
hierarchy on an energy
systems diagram;
(b) spatial pattern of
material circulation.
Spatial convergence of
materials to centers
because of their
coupling to the
convergence of energy.
Spatial convergence of
materials to centers
because of their
coupling to the
convergence of energy.
42. Emergy & Complex Systems
Day 1, Lecture 2….
(a) Inverse plot of rate of
material concentration and
emergy per mass where
emergy flow is constant;
(b) systems diagram of the
circulation of material (dark
shading driven by a flow of
empower Jemp;
(c) rate of materials
concentration as a function
of emergy per mass on double
logarithmic coordinates.
Inverse relation of material
flow and emergy per mass.
Inverse relation of material
flow and emergy per mass.
43. Emergy & Complex Systems
Day 1, Lecture 2….
The coupling of biogeochemical cycles to the
energy transformation hierarchy explains
the skewed distribution of materials with
concentration.
Material Cycles and Energy
Hierarchy...
44. Emergy & Complex Systems
Day 1, Lecture 2….
.
Feedback Control Loops
104 103
103 102 10
10105
104
106
Degraded Energy
102
1
(a)
(b)
LogEnergyFlow
Transformity
10 102 103 1051041
1
(c)
Source
Increasing Unit Size and Size of Territory
Increasing Period and Pulse Amplitude
(d)
(e)
.
Feedback Control Loops
104 103
103 102 10
10105
104
106
Degraded Energy
102
1
(a)
(b)
LogEnergyFlow
Transformity
10 102 103 1051041
1
(c)
Source
Increasing Unit Size and Size of Territory
Increasing Period and Pulse Amplitude
(d)
(e)
(a) Web of energy transformation
processes (rectangles) arranged in
series with energy decreasing from
left to right;
(b) energy system diagram of
energy webs aggregated into a
linear chain.
(c) energy spectrum: energy flow
plotted as a function of
transformity on logarithmic scales
increasing from left to right
(d) sizes of unit centers and
territories increasing with scale
from left to right;
(e) periods and intensities of
energy accumulation, pulsing, and
turnover time increasing from left
to right.
Energy hierarchy conceptsEnergy hierarchy concepts
45. Emergy & Complex Systems
Day 1, Lecture 2….
.
P arts P er M illion Lead
0 50 80
NumberperInterval
15
10
5
5 ppm interval
0
Ahrens 1954
15
10
5
0
-1.2 0.0 0.5 1.6 2.4 3.2
Log ppm Lead
NumberperInterval
Log N orm al
(a) Lead D istribution in G ranites
(b)
.
P arts P er M illion Lead
0 50 80
NumberperInterval
15
10
5
5 ppm interval
0
Ahrens 1954
15
10
5
0
-1.2 0.0 0.5 1.6 2.4 3.2
Log ppm Lead
NumberperInterval
Log N orm al
(a) Lead D istribution in G ranites
(b)
Example: Distribution of lead
in granites as a function of
concentrations from Ahrens
(1954). (a) Linear plot;
(b) log normal plot.
Distribution of materials in
the biosphere follows a log
normal distribution
Distribution of materials in
the biosphere follows a log
normal distribution
46. Emergy & Complex Systems
Day 1, Lecture 2….
(a)Energy hierarchical
spectrum showing the
cycles of different
materials in different
zones;
(b) log-log plot of mass
flow as a function of
emergy per mass.
Zones of material
cycles in the
hierarchical energy
spectrum.
Zones of material
cycles in the
hierarchical energy
spectrum.
47. Emergy & Complex Systems
Day 1, Lecture 2….
The principle of universal material distribution
and processing was proposed by H.T. Odum as
a 6th energy law.
“Materials of biogeochemical cycles are
hierarchically organized because of the
necessary coupling of matter to the
universal energy transformation hierarchy.”