Alternating current (AC), is an electric current in which the flow of electric charge periodically reverses direction, whereas in direct current (DC, also dc), the flow of electric charge is only in one direction.
Alternating current (AC), is an electric current in which the flow of electric charge periodically reverses direction, whereas in direct current (DC, also dc), the flow of electric charge is only in one direction.
Electrical Engineering is the Branch of Engineering. Electrical Engineering field requires an understanding of core areas including Thermal and Hydraulics Prime Movers, Analog Electronic Circuits, Network Analysis and Synthesis, DC Machines and Transformers, Digital Electronic Circuits, Fundamentals of Power Electronics, Control System Engineering, Engineering Electromagnetics, Microprocessor and Microcontroller. Ekeeda offers Online Mechanical Engineering Courses for all the Subjects as per the Syllabus Visit : https://ekeeda.com/streamdetails/stream/Electrical-Engineering
Alternating current signal
AC means Alternating Current and DC means Direct Current. AC and DC are also used when referring to voltages and electrical signals which are not currents! For example: a 12V AC power supply has an alternating voltage (which will make an alternating current flow).
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.
Electrical Engineering is the Branch of Engineering. Electrical Engineering field requires an understanding of core areas including Thermal and Hydraulics Prime Movers, Analog Electronic Circuits, Network Analysis and Synthesis, DC Machines and Transformers, Digital Electronic Circuits, Fundamentals of Power Electronics, Control System Engineering, Engineering Electromagnetics, Microprocessor and Microcontroller. Ekeeda offers Online Mechanical Engineering Courses for all the Subjects as per the Syllabus Visit : https://ekeeda.com/streamdetails/stream/Electrical-Engineering
Alternating current signal
AC means Alternating Current and DC means Direct Current. AC and DC are also used when referring to voltages and electrical signals which are not currents! For example: a 12V AC power supply has an alternating voltage (which will make an alternating current flow).
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.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
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.
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
PowerPoint Presentation.pdf
1. ATOMIC ENERGY CENTRAL SCHOOL, MYSORE
DISTANT LEARNING PROGRAM 2020-21
CHAPTER-7
ALTERNATING CURRENT
PPT- (1 of 2 )
PREPARED BY: P.SARAVANAN
2. INTRODUCTION:
An alternating voltage is the voltage which changes polarity at regular intervals of time and the direction of the resulting
alternating current also changes accordingly.
If the wave form of alternating voltage is a sine wave, then it is known as “ sinusoidal alternating voltage ”. It is given by
v = 𝒗𝒎 sin ωt
where, v → instantaneous value of alternating voltage
𝑣𝑚 → voltage amplitude (or) maximum value of alternating voltage
ω → angular frequency of alternating voltage
When sinusoidal alternating voltage is applied to a closed circuit, the resulting current also is sinusoidal in nature.
It is given by the relation
i = 𝒊𝒎 sin ωt
where, i → instantaneous value of alternating current
𝑖𝑚 → current amplitude (or) maximum value of alternating current
ω → angular frequency of alternating current
3. The direction of sinusoidal voltage or current is reversed after every half-cycle and its magnitude is
also changing continuously as shown in figure below.
Alternating voltage Alternating current
4. MEAN (OR) AVERAGE VALUE OF AC: ( 𝑖𝑎𝑣 )
Alternating current in a circuit changes from one instant to another instant and its direction also reverses for every half
cycle.
During positive half cycle, current is taken as positive and during negative half cycle, current is taken as negative.
Therefore, the mean value or average value of alternating current over one complete cycle is zero.
Therefore, the average or mean value of AC is measured over one half of cycle.
DEFINITION:
Average value of alternating current is defined as the average of all values of current over a positive half cycle or
negative half cycle.
It can be shown that 𝑖𝑎𝑣 = 0.637 𝑖𝑚 for positive half cycle and
𝑖𝑎𝑣 = − 0.637 𝑖𝑚 for negative half cycle
5. RMS value of AC: ( 𝐼𝑟𝑚𝑠 )
Root Mean Square value of AC is defined as the square root of the mean value of the squares of all
currents over one cycle.
𝑰𝒓𝒎𝒔 =
𝒊𝟏
𝟐
+ 𝒊𝟐
𝟐
+ ...+ 𝒊𝒏
𝟐
𝒏
It is also defined as that value of the steady current (DC), which when passed through a resistor for a
given time, will generate the same amount of heat as generated by an alternating current when passed
through the same resistor for the same time.
It is also called as “ effective value of AC ” ( 𝐼𝑒𝑓𝑓 ) or ( I )
It can be shown that, 𝑰𝒓𝒎𝒔 =
𝒊𝒎
𝟐
= 0.707 𝒊𝒎
ie, rms value of AC = 70.7 % of current amplitude
Similarly, 𝑽𝒓𝒎𝒔 =
𝒗𝒎
𝟐
= 0.707 𝒗𝒎
6. AC VOLTAGE APPLIED TO A RESISTOR:
Let an alternating source of potential difference ( 𝜀 ) be connected across a resistor of resistance R.
The instantaneous value of the applied potential difference is given by
v = 𝒗𝒎 sin ωt (1)
where, 𝑣𝑚 → voltage amplitude of the oscillating potential difference
ω → angular frequency of oscillating potential difference
An alternating current i flowing in the circuit due to this voltage, develops a potential drop across R
and is given by
v = i R (2)
7. According to Kirchhoff’s (loop rule )voltage law, the algebraic sum of potential differences in a closed circuit is zero.
σ 𝜀 = 0
i R = 𝑣𝑚 sin ωt
(or) i =
𝑣𝑚
R
sin ωt
(or) i = 𝒊𝒎 sin ωt (3)
where, 𝑖𝑚 =
𝑣𝑚
R
= current amplitude ( From Ohm’s law )
From equations (1) and (3) , it is found that the current and voltage reach their maximum value, minimum value and zero
value simultaneously. Hence, current and voltage are in phase with each other.
8. The sum of the instantaneous current values over one complete cycle is zero, and the average current over one cycle of
AC is zero. But the sum of the squares of all currents over one cycle is not zero.
Since 𝑖2 is always positive, irrespective of whether i is positive or negative, Joule heating and
dissipation of electrical energy takes place when an ac current passes through a resistor.
The instantaneous power dissipated in the resistor is given by
p = 𝑖2 R = ( 𝑖𝑚 sin ωt )2 R
= 𝑖𝑚
2
R sin2 ωt
The average power over a cycle of AC is
ഥ
𝒑 = 𝒊𝟐 𝑹 = 𝒊𝒎
𝟐
𝐑 𝒔𝒊𝒏𝟐 𝝎𝒕 (4)
Since 𝑖𝑚
2
and R are constants,
ҧ
𝑝 = 𝑖𝑚
2
R sin2 ωt
9. But, sin2
ωt =
1 – cos 2 ωt
2
=
1
2
–
cos 2 ωt
2
Since cos 2 ωt = 0
Hence, sin2 ωt =
1
2
∴ ഥ
𝒑 =
𝒊𝒎
𝟐
𝑹
𝟐
(5)
The same amount of DC power ( P = I2𝑅 ) will be dissipated ,if a current equal to 𝐼𝑟𝑚𝑠 or I flows
through the resistor R.
∴ P = 𝑰𝒓𝒎𝒔
𝟐
R (6)
10. But, P = ҧ
𝑝
𝐼𝑟𝑚𝑠
2
R =
𝑖𝑚
2
R
2
𝐼𝑟𝑚𝑠
2
=
𝑖𝑚
2
2
(or) I = 𝑰𝒓𝒎𝒔 =
𝒊𝒎
𝟐
= 0.707 𝒊𝒎 (7)
Similarly, RMS value of voltage or effective value of voltage is given by
V = 𝑽𝒓𝒎𝒔 =
𝒗𝒎
𝟐
= 0.707 𝒗𝒎 (8)
11. REPRESENTATION OFAC CURRENT AND VOLTAGE:
PHASOR: A phasor* is a vector which rotates in the anti clockwise direction about the origin with angular speed ω, as
shown in figure. The vertical components of phasors V and I represent the sinusoidally varying quantities v and i.
1. The length of the line segment equals the peak value 𝑣𝑚 (or 𝑖𝑚 ) of the alternating voltage (or current).
2. Its angular velocity ω is equal to the angular frequency of the alternating voltage (or current)
3.The projection of phasor on any vertical axis gives the instantaneous value of the alternating voltage (or current)
4.The angle between the phasor and the axis of reference (positive x-axis) indicates the phase of the alternating
voltage (or current).
PHASOR DIAGRAM:
The diagram which represents the current and voltage phasors, and the phase relationship between voltage and current
is called a Phasor diagram.
12. AC VOLTAGE APPLIED TO AN INDUCTOR:
Consider a circuit containing a pure inductor of inductance L connected across an alternating voltage
source 𝜀 as shown in the figure. The alternating voltage is given by the equation
v = 𝒗𝒎 sin ωt (1)
The alternating current flowing through the inductor induces a self-induced emf or back emf in the
circuit which is given by
𝒗′
= − L
𝒅𝒊
𝒅𝒕
(2)
13. According to Kirchhoff’s (loop rule )voltage law, the algebraic sum of potential differences in a closed circuit is zero
ie, , σ 𝜀 = 0
∴ v − 𝑣′
= 0
(or) 𝑣𝑚 sin ωt − L
𝑑𝑖
𝑑𝑡
= 0
(or) L
𝑑𝑖
𝑑𝑡
= 𝑣𝑚 sin ωt
(or)
𝒅𝒊
𝒅𝒕
=
𝒗𝒎
𝑳
sin ωt (3)
Since current i is a function of time, the slope
𝑑𝑖
𝑑𝑡
must be a sinusoidally varying quantity.Hence, the current in the
circuit is got by integrating equn (3) with respect to time.
𝑑𝑖
𝑑𝑡
dt =
𝑣𝑚
L
sin ωt dt
(or) i =
𝑣𝑚
L
−cos ωt
𝜔
+ constant.
14. where,
𝑣𝑚
𝜔 L
= 𝑖𝑚 = current amplitude ( maximum value of current )
The term 𝜔 L is analogous to resistance and is called as “inductive reactance” ( 𝑋𝐿). It is the
opposition offered by the inductor to the flow of AC.
∴ 𝑋𝐿 = 𝜔 L ( Its unit is ohm )
(or) 𝑋𝐿 = 2 𝜋 𝜐 L
where, 𝜐 → frequency of the applied AC voltage.
Hence, the amplitude of the current is given by 𝑖𝑚 =
𝑣𝑚
𝑋L
Since the current oscillates symmetrically about zero, the time independent component of current is zero.
Hence, the integration constant is zero.
(or) i =
𝑣𝑚
𝜔 L
sin ωt −
π
2
( ∵ −cos ωt = sin ωt −
π
2
)
(or) i = 𝒊𝒎 sin 𝛚𝐭 −
𝝅
𝟐
(4)
15. For AC, 𝑋𝐿 ∝ 𝜐 (𝑋𝐿 is directly proportional to the frequency )
For DC, 𝜐 = 0. Hence, 𝑋𝐿 = 0. Hence, an ideal inductor offers no resistance to DC current.
From equns (1) and (4), it is found that, the current lags the voltage by a phase angle
𝛑
𝟐
or one quarter of a
cycle.
Phasor diagram voltage versus current graph
We see that the current reaches its maximum value later than voltage by one fourth of a period
T
4
.
Also,
T
4
=
Τ
𝜋
2
𝜔
16. Instantaneous Power: ( 𝑝𝐿)
The instantaneous power supplied to the inductor is equal to the product of the instantaneous current and instantaneous
voltage.
𝑝𝐿 = i v = 𝑖𝑚 sin ωt −
π
2
× 𝑣𝑚 sin ωt
= 𝑖𝑚 𝑣𝑚 −cos ωt sin ωt
= − 𝑖𝑚 𝑣𝑚 ( cos ωt ) (sin ωt )
=
− 𝑖𝑚 𝑣𝑚
2
( 2 sin ωt cos ωt )
=
− 𝑖𝑚 𝑣𝑚
2
( sin 2 ωt )
So, the average power over one cycle of AC is
PL =
− 𝑖𝑚 𝑣𝑚
2
( sin 2 ωt )
=
− 𝑖𝑚 𝑣𝑚
2
sin 2 ωt
Since sin 2 ωt = 0, PL = 0
Thus, the average power supplied to an inductor over one complete cycle of AC is zero.
17. AC VOLTAGE APPLIED TO A CAPACITOR:
Consider a circuit containing a capacitor of capacitance C connected across an alternating voltage source.
The alternating voltage is given by
v = 𝒗𝒎 sin ωt (1)
The capacitor is alternately charged and discharged as the current reverses each half cycle. Let q be the charge on
the capacitor at any time t. The instantaneous voltage v across the capacitor is
v =
𝒒
𝑪
(2)
According to Kirchhoff’s (loop rule )voltage law, the voltage across the source and the capacitor are equal,
∴
𝑞
C
= 𝑣𝑚 sin ωt
(or) q = 𝒗𝒎 C sin ωt (3)
18. The instantaneous current in the circuit is given by
i =
𝑑𝑞
𝑑𝑡
=
𝑑
𝑑𝑡
(𝑣𝑚 C sin ωt )
(or) i = 𝑣𝑚 C
𝑑
𝑑𝑡
(sin ωt )
= 𝑣𝑚 C ( cos ωt ) ω
(or) i =
𝑣𝑚
ൗ
1
ωC
cos ωt
(or) i =
𝑣𝑚
ൗ
1
ωC
sin (ωt +
π
2
)
(or) i = 𝒊𝒎 sin (𝛚𝐭 +
𝝅
𝟐
) (4)
where,
𝑣𝑚
ൗ
1
ωC
= 𝑖𝑚 = current amplitude ( maximum value of current )
The term ( Τ
1
ωC ) is analogous to resistance and is called as “capacitive reactance” ( 𝑋C). It is the opposition offered by the
capacitor to the flow of AC.
∴ 𝑋C =
1
ωC
( Its unit is ohm )
(or) 𝑋C =
1
2 𝜋 𝜐 C
where, 𝜐 → frequency of the applied AC voltage.
Hence, the amplitude of the current is given by 𝑖𝑚 =
𝑣𝑚
𝑋C
19. For AC, 𝑋C ∝
1
𝜐
(𝑋C is inversely proportional to the frequency )
For DC, 𝜐 = 0. Hence, 𝑋C =
1
0
= infinity.
Thus a capacitive circuit offers infinite resistance to the steady current ( DC ). So the steady current ( DC ) cannot flow
through the capacitor.
From equns (1) and (4), it is found that, the current leads the voltage by a phase angle
𝛑
𝟐
or one quarter of a cycle.
Phasor diagram voltage versus current graph
We see that the current reaches its maximum value earlier than voltage by one fourth of a period
T
4
.
Also,
T
4
=
Τ
𝜋
2
𝜔
20. Instantaneous Power: ( 𝑝C)
The instantaneous power supplied to the capacitor is equal to the product of the instantaneous current and instantaneous
voltage.
𝑝𝑐 = i v = 𝑖𝑚 sin (ωt +
π
2
) × 𝑣𝑚 sin ωt
= 𝑖𝑚 𝑣𝑚 ( cos ωt ) (sin ωt )
=
𝑖𝑚 𝑣𝑚
2
( 2 sin ωt cos ωt )
=
𝑖𝑚 𝑣𝑚
2
( sin 2 ωt )
So, the average power over one cycle of AC is
PC =
𝑖𝑚 𝑣𝑚
2
( sin 2 ωt )
=
𝑖𝑚 𝑣𝑚
2
sin 2 ωt
Since sin 2 ωt = 0, PC = 0
Thus, the average power supplied to a capacitor over one complete cycle of AC is zero.
21. AC VOLTAGE APPLIED TO A SERIES LCR CIRCUIT:
Consider a circuit containing a resistor of resistance R, an inductor of inductance L and a capacitor of capacitance C
connected across an alternating voltage source 𝜀.
The applied alternating voltage of the source is given by the equation.
v = 𝒗𝒎 sin ωt (1)
Also, v = 𝑣𝐿 + 𝑣𝐶 + 𝑣𝑅
= L
𝒅𝒊
𝒅𝒕
+
𝒒
𝑪
+ i R (2)
To determine the instantaneous current and its phase relationship with applied alternating voltage v,we use the phasor
diagram method.
22. Phasor Diagram Method:
Since the inductor, capacitor and resistor are connected in series, the current flowing through each element will be the
same at any instant. It is given by
i = 𝒊𝒎 sin (𝛚𝐭 + 𝝓) (3)
where, 𝜙 → phase difference between the voltage across the source and the current in the circuit.
Let I be the phasor representing the current in the circuit.
Let 𝐕𝐑 → voltage across the resistor. (𝐕𝐑 is in phase with I )
Let 𝐕𝐋 → voltage across the inductor. (𝐕𝐋 is ahead of I by
π
2
)
Let 𝐕𝐂 → voltage across the capacitor. (𝐕𝐂 is behind I by
π
2
)
Let V → voltage across the source.
23. Amplitude(length) of phasor 𝐕𝐑 = 𝑣𝑅𝑚 = 𝑖𝑚 R
Amplitude(length) of phasor 𝐕𝐋 = 𝑣𝐿𝑚 = 𝑖𝑚 𝑋L
Amplitude(length) of phasor 𝐕𝐂 = 𝑣𝐶𝑚
= 𝑖𝑚 𝑋C
The voltage equation for the LCR circuit is
v = 𝒗𝑳 + 𝒗𝑪 + 𝒗𝑹 (4)
The phasor relation is V = 𝐕𝐋 + 𝐕𝐑 + 𝐕𝐂 (5)
24. Let the circuit be effectively capacitive, ie, 𝐕𝐂 > 𝐕𝐋
𝐕𝐂 and 𝐕𝐋 are always along the same line and in opposite directions. They can be combined into a
single phasor 𝐕𝐂 + 𝐕𝐋which has a magnitude 𝑣𝐶 𝑚 − 𝑣𝐿 𝑚 .
Since V is represented as the hypotenuse of a right-triangle whose sides are 𝐕𝐑 and ( 𝐕𝐂 + 𝐕𝐋 ),
then from Pythagorean theorem,
𝒗𝒎
𝟐
= 𝒗𝑹 𝒎
𝟐
+ ( 𝒗𝑪 𝒎 − 𝒗𝑳 𝒎 )𝟐
(6)
Substituting 𝑣𝑅 𝑚 = 𝑖𝑚 R, 𝑣𝐶 𝑚 = 𝑖𝑚 𝑋C and 𝑣𝐿 𝑚 = 𝑖𝑚 𝑋L, we get
𝑣𝑚
2
= (𝑖𝑚 R)2
+ ( 𝑖𝑚 𝑋C − 𝑖𝑚 𝑋L )2
= 𝑖𝑚
2
𝑅2
+ ( 𝑋C − 𝑋L )2
(or) 𝒗𝒎 = 𝒊𝒎 𝑹𝟐 + ( 𝑿𝑪 − 𝑿𝑳 )𝟐 (7)
∴ 𝒊𝒎 =
𝒗𝒎
𝑹𝟐 + ( 𝑿𝑪 − 𝑿𝑳 )𝟐
(8)
Comparing equn (8) with Ohm’s law, it is found that the factor 𝑅2 + ( 𝑋C − 𝑋L )2 plays the role
of resistance. This effective opposition offered by the series LCR circuit to the flow of AC is called
impedance ( Z )
∴ 𝒊𝒎 =
𝒗𝒎
𝒁
(9)
and Z = 𝑹𝟐 + ( 𝑿𝑪 − 𝑿𝑳 )𝟐 (10)
25. Since phasor I is always parallel to phasor 𝐕𝐑 , the phase angle 𝜙 is the angle between 𝐕𝐑 and V .
It can be determined from the following impedance diagram.
tan 𝝓 =
( 𝑿𝑪 − 𝑿𝑳 )
𝑹
(11)
Also, tan 𝝓 =
( 𝒗𝑪 𝒎 − 𝒗𝑳 𝒎 )
𝒗𝑹𝒎
(12)
If 𝑋C > 𝑋L, then 𝜙 is positive and the circuit is predominantly capacitive.
If 𝑋C < 𝑋L, then 𝜙 is negative and the circuit is predominantly inductive.
If 𝑋C = 𝑋L, then 𝜙 = 0. Voltage and Current are in phase with each other.
26. The phasor diagram and variation of v and i with ωt for an arbitrary time 𝑡1 , for the case 𝑋C > 𝑋L is
shown below .
The solution so obtained by drawing phasor diagram is called ‘steady state solution’.
27. BIBLIOGRAPHY: PREPARED BY:
I acknowledge that the contents are P.SARAVANAN
taken from NCERT Text book in PGT ( SS )
Physics for class XII ( 2020-21) AECS, MYSORE
END OF PPT-1
IN
ALTERNATING CURRENT