This document presents the calculation of the electric field and electric potential in a coaxial cable using Maxwell's equations in the electrostatic case in an analytical and simulated manner using COMSOL Multiphysics.
Optimization of Surface Impedance for Reducing Surface Waves between AntennasIJMER
International Journal of Modern Engineering Research (IJMER) is Peer reviewed, online Journal. It serves as an international archival forum of scholarly research related to engineering and science education.
Other RLC resonant circuits and Bode Plots 2024.pptxDrOmarShAlyozbaky
This document discusses resonant RLC circuits and their characteristics. It introduces five key parameters: resonant frequency (ωo), quality factor (Q), bandwidth (BW), and cutoff frequencies (ω1, ω2). It then provides an example calculation for a parallel RLC circuit. The document also discusses two methods for deriving the filter parameters of an RLC circuit with internal resistance: the direct method using circuit equations, and an equivalent circuit method where the series branch is replaced with a parallel resistance and inductance. Finally, it briefly introduces cascaded filters and Bode plots as tools for analyzing frequency response.
This document discusses electromagnetic transmission lines and the Smith chart. It introduces equivalent electrical circuit models for coaxial cables, microstrip lines, and twin lead transmission lines using distributed inductors and capacitors. The telegrapher's equations are derived from Kirchhoff's laws. For sinusoidal waves on the transmission lines, phasor analysis is used. Key concepts covered include characteristic impedance, propagation velocity, wavelength, and modeling forward and backward traveling waves.
The document provides information about decomposing electromagnetic fields in waveguides into longitudinal and transverse components. It introduces the key concepts of cutoff frequency, cutoff wavelength, propagation constant, transverse impedances, and relates them through important equations. Several types of waveguide modes (TEM, TE, TM, hybrid) are also defined based on which field components are nonzero.
Cbse class 12 physics sample paper 02 (for 2014)mycbseguide
The document provides a sample physics question paper for Class 12 with 29 questions ranging from 1 to 5 marks. It includes questions from various topics in physics like electromagnetism, optics, modern physics, semiconductor devices, communication systems, and electrical circuits. The paper tests concepts, calculations, principles, diagrams, and applications of concepts across different areas of the physics syllabus. It provides guidelines for time, marks distribution and instructions for answering the questions.
Optimization of Surface Impedance for Reducing Surface Waves between AntennasIJMER
International Journal of Modern Engineering Research (IJMER) is Peer reviewed, online Journal. It serves as an international archival forum of scholarly research related to engineering and science education.
Other RLC resonant circuits and Bode Plots 2024.pptxDrOmarShAlyozbaky
This document discusses resonant RLC circuits and their characteristics. It introduces five key parameters: resonant frequency (ωo), quality factor (Q), bandwidth (BW), and cutoff frequencies (ω1, ω2). It then provides an example calculation for a parallel RLC circuit. The document also discusses two methods for deriving the filter parameters of an RLC circuit with internal resistance: the direct method using circuit equations, and an equivalent circuit method where the series branch is replaced with a parallel resistance and inductance. Finally, it briefly introduces cascaded filters and Bode plots as tools for analyzing frequency response.
This document discusses electromagnetic transmission lines and the Smith chart. It introduces equivalent electrical circuit models for coaxial cables, microstrip lines, and twin lead transmission lines using distributed inductors and capacitors. The telegrapher's equations are derived from Kirchhoff's laws. For sinusoidal waves on the transmission lines, phasor analysis is used. Key concepts covered include characteristic impedance, propagation velocity, wavelength, and modeling forward and backward traveling waves.
The document provides information about decomposing electromagnetic fields in waveguides into longitudinal and transverse components. It introduces the key concepts of cutoff frequency, cutoff wavelength, propagation constant, transverse impedances, and relates them through important equations. Several types of waveguide modes (TEM, TE, TM, hybrid) are also defined based on which field components are nonzero.
Cbse class 12 physics sample paper 02 (for 2014)mycbseguide
The document provides a sample physics question paper for Class 12 with 29 questions ranging from 1 to 5 marks. It includes questions from various topics in physics like electromagnetism, optics, modern physics, semiconductor devices, communication systems, and electrical circuits. The paper tests concepts, calculations, principles, diagrams, and applications of concepts across different areas of the physics syllabus. It provides guidelines for time, marks distribution and instructions for answering the questions.
This document contains physics examination papers from 2008-2012 administered by the Central Board of Secondary Education (CBSE) in Delhi, India. It lists the contents which include CBSE examination papers from Delhi and All India in those years, as well as foreign papers. A sample paper from the 2008 Delhi exam is then provided, consisting of 30 multiple choice questions testing concepts in physics.
Modeling of solar array and analyze the current transientEditor Jacotech
Spacecraft bus voltage is regulated by power
conditioning unit using switching shunt voltage regulator having
solar array cells as the primary source of power. This source
switches between the bus loads and the shunt switch for fine
control of spacecraft bus voltage. The effect of solar array cell
capacitance [5][6] along with inductance and resistance of the
interface wires between solar cells and power conditioning
unit[1], generates damped sinusoidal currents superimposed on
the short circuit current of solar cell when shunted through
switch. The peak current stress on the shunt switch is to be
considered in the selection of shunt switch in power conditioning
unit. The analysis of current transients of shunt switch in PCU
considering actual spacecraft interface wire length by
illumination of solar panel (combination of series and parallel
solar cells) is difficult with hardware simulation. Software
simulation by modeling solar cell is carried out for a single string
(one parallel) in Pspice [6]. Since in spacecrafts number of
parallels and interface cable length are variable parameters the
analysis of current transients of shunt switch is carried out by
modeling solar array with the help of solar cell model[6] for the
actual spacecraft condition.
Modeling of solar array and analyze the current transient response of shunt s...Editor Jacotech
Spacecraft bus voltage is regulated by power
conditioning unit using switching shunt voltage regulator having
solar array cells as the primary source of power. This source
switches between the bus loads and the shunt switch for fine
control of spacecraft bus voltage. The effect of solar array cell
capacitance [5][6] along with inductance and resistance of the
interface wires between solar cells and power conditioning
unit[1], generates damped sinusoidal currents superimposed on
the short circuit current of solar cell when shunted through
switch. The peak current stress on the shunt switch is to be
considered in the selection of shunt switch in power conditioning
unit. The analysis of current transients of shunt switch in PCU
considering actual spacecraft interface wire length by
illumination of solar panel (combination of series and parallel
solar cells) is difficult with hardware simulation. Software
simulation by modeling solar cell is carried out for a single string
(one parallel) in Pspice [6]. Since in spacecrafts number of
parallels and interface cable length are variable parameters the
analysis of current transients of shunt switch is carried out by
modeling solar array with the help of solar cell model[6] for the
actual spacecraft condition.
The document discusses transistor AC modeling and analysis. It provides two common models used - the re equivalent model and h-parameter model. It then discusses important procedures for small signal AC analysis including replacing DC sources with shorts and capacitors with opens. Common configurations like common-emitter, common-base, and examples are analyzed. Input impedance, output impedance, and voltage gain are determined for different configurations both with and without bypassing the emitter resistor.
The document describes an experiment to study equipotential lines around electrodes of different shapes placed in an electrolytic tank and subjected to a voltage difference. Measurements were taken with a multimeter to record potential differences at points on the tank. Electrodes of bars and rings were used at a voltage of 3.0 ± 0.2 V. Data points of equal potential were collected and used to determine equipotential lines on the tank plane. Graphs of the equipotential lines showed them curving closer to the electrodes and farther apart at higher potentials.
Research on Transformer Core Vibration under DC Bias Based on Multi-field Cou...inventionjournals
The Mathematical models for DC bias vibration analysis of the transformer core are developed in this paper. The model is combined into multi-physical field coupling modeling for vibration analysis of the transformer. By applying the primary voltage as excitation and under different DC bias, vibrations of the transformer core is simulated and analyzed.
This document describes a simulation of electro-osmosis flow control in a microchannel. It establishes models of a packed rectangular microchannel using SolidWorks and MATLAB. The first model simulates flow driven by pressure in a macrochannel using SolidWorks. The second model simulates three KCl solutions in a subchannel driven by electroosmosis, solving the coupled Poisson and Navier-Stokes equations. It determines governing equations, nondimensionalizes parameters, and establishes boundary conditions involving zeta potential and the electrical double layer. The goal is to compare microchannel and macrochannel flow and understand how to control flow velocity using applied voltage.
Investigation on EM radiations from interconnects in integrated circuitsTELKOMNIKA JOURNAL
This document presents an investigation into electromagnetic radiations from interconnects in integrated circuits. It begins with an introduction describing how interconnect behavior becomes more complex as operating frequencies increase. A mathematical model is then developed using Maxwell's equations to model electromagnetic interactions on transmission line structures. Parameters like line spacing, number of tracks, and frequency are modeled. Results from simulations of parallel and stacked transmission lines are discussed. The modeling aims to better understand electromagnetic compatibility issues and minimize disturbances in integrated circuit design.
This report describes two experiments measuring equipotential lines and electric fields between parallel plate conductors and concentric cylindrical electrodes. In both experiments, equipotential lines were marked on conducting paper connected to an 8V power supply. The electric potential and estimated field were measured and plotted against the predictions of relevant equations. For parallel plates, the potential graph matched predictions linearly but the field graph was less accurate. For concentric cylinders, both graphs matched predictions closely except for points near the disc due to measurement limitations. The experiments supported the theoretical relationships between electric potential and field.
Kinetics of X-ray conductivity for an ideal wide-gap semiconductor irradiated...Andrii Sofiienko
This document discusses the development of a kinetic theory to describe the X-ray conductivity (XRC) of semiconductors and dielectrics when irradiated by X-rays. It begins by outlining the need for such a theory and which characteristics it should describe. It then presents the initial stages of developing the theory, including modeling an ideal semiconductor at low excitation levels and deriving expressions for the spatial distribution of free electrons and holes and their lifetimes. The document also examines how the electric field of free charge carriers affects the distributions as excitation increases and considers incorporating the Coulomb interaction between carriers.
This document contains a sample physics question paper for Class 12 with 26 questions across 5 sections (A-E). It provides general instructions, details of questions in each section, and values of important physical constants. Section A contains 5 one-mark questions, Section B has 5 two-mark questions, Section C has 12 three-mark questions, Section D has 1 four-mark question and Section E contains 3 five-mark questions. The document tests students' understanding of concepts in electricity, magnetism, electromagnetic waves, optics, modern physics and electronics.
This document proposes and validates an equivalent circuit model for a wireless power transfer system capable of transferring 220W of power over a 30cm air gap with 95% efficiency. The model represents the transmitter and receiver coils as inductors with low mutual coupling. Analytical expressions for the model are derived and validated using finite element analysis and experimental results. Loss analysis is also performed to investigate skin effect and proximity effect losses at high operating frequencies. A new coil spatial design is proposed to reduce such losses compared to conventional coil designs.
This document discusses Maxwell's equations and time-harmonic electromagnetic fields. It begins by presenting Maxwell's four equations describing electric and magnetic fields. It then discusses the constitutive relations relating the fields to material properties. Maxwell's equations can describe fields in linear and nonlinear media. The equations are also presented in integral form. Examples are provided on applying Maxwell's equations to derive the diffusion equation and skin depth. Poynting's theorem is then introduced, relating power flow to energy storage and dissipation. Finally, time-harmonic fields are discussed, with Maxwell's equations expressed using phasors. Power flow is defined for time-harmonic fields using complex conjugates.
This document proposes a system for wireless power transfer to electric vehicles using magnetic resonant couplings. It presents experimental results on helical antennas that could be installed on electric vehicles. The experiments show that:
1) Resonant frequencies of the transmitting and receiving antennas change depending on the air gap between them, but maximum efficiency remains high even for large air gaps.
2) Efficiency remains around 95-97% for air gaps up to 200mm and remains high even when coupling coefficients are weak at large air gaps.
3) Efficiency remains constant, around 95-96%, for varying power levels from -15dBm to 100W, showing that efficiency does not depend on power as predicted by equivalent circuit models.
This document summarizes a study on wireless power transfer using induction technique. It describes how electrical power is converted to magnetic energy in a transmitter coil, generating a time-varying magnetic field. When a receiver coil is placed within this field, the magnetic energy is reverted back to electrical energy to power a load without the use of wires. The document outlines the circuit designs for the transmitter and receiver, and analyzes the relationship between current, magnetic flux, and power transfer through mathematical equations and simulation results. Experimental data shows different voltages induced in receiver coils with varying numbers of turns. The summary concludes that induction-based wireless power transfer over short distances is possible by controlling current harmonics to reduce power losses.
This document discusses semiconductor nanostructures, specifically summarizing key concepts about quantum wells, wires, and dots. It begins by providing a brief history of semiconductors and introducing how nanostructures exhibit quantum effects. It then discusses the basic physics behind semiconductor nanostructures, including De Broglie wavelength, quantum wells, and how the density of states varies between 3D, 2D, 1D and 0D structures. Finally, it covers fabrication methods like molecular beam epitaxy that are used to grow nanostructures through layer-by-layer deposition in an ultra-high vacuum.
My name is Spenser K. I am associated with mechanicalengineeringassignmenthelp.com for the past 12 years and have been helping the mechanical engineering students with their Microelectromechanical Assignment. I have a Ph.D. in Mechatronics Engineering from RMIT University Australia.
This document provides solutions to theoretical physics problems from the 1st Asian Physics Olympiad held in Karawaci, Indonesia in April 2000. The solutions include:
1) Deriving an expression for the relative angular velocity of Jupiter and Earth and calculating the relative velocity.
2) Calculating the detection limit of a radioactive source using an ionization chamber and determining the necessary voltage pulse amplifier gain.
3) Using Gauss' law to calculate the electric field and potential between the plates of a parallel plate capacitor and deriving an expression for the capacitance per unit length.
This document summarizes an experiment to verify Broglie's relations, which state that the wavelength of an electron is inversely proportional to its momentum or kinetic energy. The experiment measured the radii of diffraction rings produced when electrons struck a graphite target. Plotting the inverse square root of voltage against radii produced linear relationships, confirming Broglie's prediction and demonstrating the wave-particle duality of electrons. While limited data points could be improved, measurement precision was high. The results substantiated the de Broglie hypothesis relating electron wavelength to momentum.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
This document contains physics examination papers from 2008-2012 administered by the Central Board of Secondary Education (CBSE) in Delhi, India. It lists the contents which include CBSE examination papers from Delhi and All India in those years, as well as foreign papers. A sample paper from the 2008 Delhi exam is then provided, consisting of 30 multiple choice questions testing concepts in physics.
Modeling of solar array and analyze the current transientEditor Jacotech
Spacecraft bus voltage is regulated by power
conditioning unit using switching shunt voltage regulator having
solar array cells as the primary source of power. This source
switches between the bus loads and the shunt switch for fine
control of spacecraft bus voltage. The effect of solar array cell
capacitance [5][6] along with inductance and resistance of the
interface wires between solar cells and power conditioning
unit[1], generates damped sinusoidal currents superimposed on
the short circuit current of solar cell when shunted through
switch. The peak current stress on the shunt switch is to be
considered in the selection of shunt switch in power conditioning
unit. The analysis of current transients of shunt switch in PCU
considering actual spacecraft interface wire length by
illumination of solar panel (combination of series and parallel
solar cells) is difficult with hardware simulation. Software
simulation by modeling solar cell is carried out for a single string
(one parallel) in Pspice [6]. Since in spacecrafts number of
parallels and interface cable length are variable parameters the
analysis of current transients of shunt switch is carried out by
modeling solar array with the help of solar cell model[6] for the
actual spacecraft condition.
Modeling of solar array and analyze the current transient response of shunt s...Editor Jacotech
Spacecraft bus voltage is regulated by power
conditioning unit using switching shunt voltage regulator having
solar array cells as the primary source of power. This source
switches between the bus loads and the shunt switch for fine
control of spacecraft bus voltage. The effect of solar array cell
capacitance [5][6] along with inductance and resistance of the
interface wires between solar cells and power conditioning
unit[1], generates damped sinusoidal currents superimposed on
the short circuit current of solar cell when shunted through
switch. The peak current stress on the shunt switch is to be
considered in the selection of shunt switch in power conditioning
unit. The analysis of current transients of shunt switch in PCU
considering actual spacecraft interface wire length by
illumination of solar panel (combination of series and parallel
solar cells) is difficult with hardware simulation. Software
simulation by modeling solar cell is carried out for a single string
(one parallel) in Pspice [6]. Since in spacecrafts number of
parallels and interface cable length are variable parameters the
analysis of current transients of shunt switch is carried out by
modeling solar array with the help of solar cell model[6] for the
actual spacecraft condition.
The document discusses transistor AC modeling and analysis. It provides two common models used - the re equivalent model and h-parameter model. It then discusses important procedures for small signal AC analysis including replacing DC sources with shorts and capacitors with opens. Common configurations like common-emitter, common-base, and examples are analyzed. Input impedance, output impedance, and voltage gain are determined for different configurations both with and without bypassing the emitter resistor.
The document describes an experiment to study equipotential lines around electrodes of different shapes placed in an electrolytic tank and subjected to a voltage difference. Measurements were taken with a multimeter to record potential differences at points on the tank. Electrodes of bars and rings were used at a voltage of 3.0 ± 0.2 V. Data points of equal potential were collected and used to determine equipotential lines on the tank plane. Graphs of the equipotential lines showed them curving closer to the electrodes and farther apart at higher potentials.
Research on Transformer Core Vibration under DC Bias Based on Multi-field Cou...inventionjournals
The Mathematical models for DC bias vibration analysis of the transformer core are developed in this paper. The model is combined into multi-physical field coupling modeling for vibration analysis of the transformer. By applying the primary voltage as excitation and under different DC bias, vibrations of the transformer core is simulated and analyzed.
This document describes a simulation of electro-osmosis flow control in a microchannel. It establishes models of a packed rectangular microchannel using SolidWorks and MATLAB. The first model simulates flow driven by pressure in a macrochannel using SolidWorks. The second model simulates three KCl solutions in a subchannel driven by electroosmosis, solving the coupled Poisson and Navier-Stokes equations. It determines governing equations, nondimensionalizes parameters, and establishes boundary conditions involving zeta potential and the electrical double layer. The goal is to compare microchannel and macrochannel flow and understand how to control flow velocity using applied voltage.
Investigation on EM radiations from interconnects in integrated circuitsTELKOMNIKA JOURNAL
This document presents an investigation into electromagnetic radiations from interconnects in integrated circuits. It begins with an introduction describing how interconnect behavior becomes more complex as operating frequencies increase. A mathematical model is then developed using Maxwell's equations to model electromagnetic interactions on transmission line structures. Parameters like line spacing, number of tracks, and frequency are modeled. Results from simulations of parallel and stacked transmission lines are discussed. The modeling aims to better understand electromagnetic compatibility issues and minimize disturbances in integrated circuit design.
This report describes two experiments measuring equipotential lines and electric fields between parallel plate conductors and concentric cylindrical electrodes. In both experiments, equipotential lines were marked on conducting paper connected to an 8V power supply. The electric potential and estimated field were measured and plotted against the predictions of relevant equations. For parallel plates, the potential graph matched predictions linearly but the field graph was less accurate. For concentric cylinders, both graphs matched predictions closely except for points near the disc due to measurement limitations. The experiments supported the theoretical relationships between electric potential and field.
Kinetics of X-ray conductivity for an ideal wide-gap semiconductor irradiated...Andrii Sofiienko
This document discusses the development of a kinetic theory to describe the X-ray conductivity (XRC) of semiconductors and dielectrics when irradiated by X-rays. It begins by outlining the need for such a theory and which characteristics it should describe. It then presents the initial stages of developing the theory, including modeling an ideal semiconductor at low excitation levels and deriving expressions for the spatial distribution of free electrons and holes and their lifetimes. The document also examines how the electric field of free charge carriers affects the distributions as excitation increases and considers incorporating the Coulomb interaction between carriers.
This document contains a sample physics question paper for Class 12 with 26 questions across 5 sections (A-E). It provides general instructions, details of questions in each section, and values of important physical constants. Section A contains 5 one-mark questions, Section B has 5 two-mark questions, Section C has 12 three-mark questions, Section D has 1 four-mark question and Section E contains 3 five-mark questions. The document tests students' understanding of concepts in electricity, magnetism, electromagnetic waves, optics, modern physics and electronics.
This document proposes and validates an equivalent circuit model for a wireless power transfer system capable of transferring 220W of power over a 30cm air gap with 95% efficiency. The model represents the transmitter and receiver coils as inductors with low mutual coupling. Analytical expressions for the model are derived and validated using finite element analysis and experimental results. Loss analysis is also performed to investigate skin effect and proximity effect losses at high operating frequencies. A new coil spatial design is proposed to reduce such losses compared to conventional coil designs.
This document discusses Maxwell's equations and time-harmonic electromagnetic fields. It begins by presenting Maxwell's four equations describing electric and magnetic fields. It then discusses the constitutive relations relating the fields to material properties. Maxwell's equations can describe fields in linear and nonlinear media. The equations are also presented in integral form. Examples are provided on applying Maxwell's equations to derive the diffusion equation and skin depth. Poynting's theorem is then introduced, relating power flow to energy storage and dissipation. Finally, time-harmonic fields are discussed, with Maxwell's equations expressed using phasors. Power flow is defined for time-harmonic fields using complex conjugates.
This document proposes a system for wireless power transfer to electric vehicles using magnetic resonant couplings. It presents experimental results on helical antennas that could be installed on electric vehicles. The experiments show that:
1) Resonant frequencies of the transmitting and receiving antennas change depending on the air gap between them, but maximum efficiency remains high even for large air gaps.
2) Efficiency remains around 95-97% for air gaps up to 200mm and remains high even when coupling coefficients are weak at large air gaps.
3) Efficiency remains constant, around 95-96%, for varying power levels from -15dBm to 100W, showing that efficiency does not depend on power as predicted by equivalent circuit models.
This document summarizes a study on wireless power transfer using induction technique. It describes how electrical power is converted to magnetic energy in a transmitter coil, generating a time-varying magnetic field. When a receiver coil is placed within this field, the magnetic energy is reverted back to electrical energy to power a load without the use of wires. The document outlines the circuit designs for the transmitter and receiver, and analyzes the relationship between current, magnetic flux, and power transfer through mathematical equations and simulation results. Experimental data shows different voltages induced in receiver coils with varying numbers of turns. The summary concludes that induction-based wireless power transfer over short distances is possible by controlling current harmonics to reduce power losses.
This document discusses semiconductor nanostructures, specifically summarizing key concepts about quantum wells, wires, and dots. It begins by providing a brief history of semiconductors and introducing how nanostructures exhibit quantum effects. It then discusses the basic physics behind semiconductor nanostructures, including De Broglie wavelength, quantum wells, and how the density of states varies between 3D, 2D, 1D and 0D structures. Finally, it covers fabrication methods like molecular beam epitaxy that are used to grow nanostructures through layer-by-layer deposition in an ultra-high vacuum.
My name is Spenser K. I am associated with mechanicalengineeringassignmenthelp.com for the past 12 years and have been helping the mechanical engineering students with their Microelectromechanical Assignment. I have a Ph.D. in Mechatronics Engineering from RMIT University Australia.
This document provides solutions to theoretical physics problems from the 1st Asian Physics Olympiad held in Karawaci, Indonesia in April 2000. The solutions include:
1) Deriving an expression for the relative angular velocity of Jupiter and Earth and calculating the relative velocity.
2) Calculating the detection limit of a radioactive source using an ionization chamber and determining the necessary voltage pulse amplifier gain.
3) Using Gauss' law to calculate the electric field and potential between the plates of a parallel plate capacitor and deriving an expression for the capacitance per unit length.
This document summarizes an experiment to verify Broglie's relations, which state that the wavelength of an electron is inversely proportional to its momentum or kinetic energy. The experiment measured the radii of diffraction rings produced when electrons struck a graphite target. Plotting the inverse square root of voltage against radii produced linear relationships, confirming Broglie's prediction and demonstrating the wave-particle duality of electrons. While limited data points could be improved, measurement precision was high. The results substantiated the de Broglie hypothesis relating electron wavelength to momentum.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
Null Bangalore | Pentesters Approach to AWS IAMDivyanshu
#Abstract:
- Learn more about the real-world methods for auditing AWS IAM (Identity and Access Management) as a pentester. So let us proceed with a brief discussion of IAM as well as some typical misconfigurations and their potential exploits in order to reinforce the understanding of IAM security best practices.
- Gain actionable insights into AWS IAM policies and roles, using hands on approach.
#Prerequisites:
- Basic understanding of AWS services and architecture
- Familiarity with cloud security concepts
- Experience using the AWS Management Console or AWS CLI.
- For hands on lab create account on [killercoda.com](https://killercoda.com/cloudsecurity-scenario/)
# Scenario Covered:
- Basics of IAM in AWS
- Implementing IAM Policies with Least Privilege to Manage S3 Bucket
- Objective: Create an S3 bucket with least privilege IAM policy and validate access.
- Steps:
- Create S3 bucket.
- Attach least privilege policy to IAM user.
- Validate access.
- Exploiting IAM PassRole Misconfiguration
-Allows a user to pass a specific IAM role to an AWS service (ec2), typically used for service access delegation. Then exploit PassRole Misconfiguration granting unauthorized access to sensitive resources.
- Objective: Demonstrate how a PassRole misconfiguration can grant unauthorized access.
- Steps:
- Allow user to pass IAM role to EC2.
- Exploit misconfiguration for unauthorized access.
- Access sensitive resources.
- Exploiting IAM AssumeRole Misconfiguration with Overly Permissive Role
- An overly permissive IAM role configuration can lead to privilege escalation by creating a role with administrative privileges and allow a user to assume this role.
- Objective: Show how overly permissive IAM roles can lead to privilege escalation.
- Steps:
- Create role with administrative privileges.
- Allow user to assume the role.
- Perform administrative actions.
- Differentiation between PassRole vs AssumeRole
Try at [killercoda.com](https://killercoda.com/cloudsecurity-scenario/)
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
The CBC machine is a common diagnostic tool used by doctors to measure a patient's red blood cell count, white blood cell count and platelet count. The machine uses a small sample of the patient's blood, which is then placed into special tubes and analyzed. The results of the analysis are then displayed on a screen for the doctor to review. The CBC machine is an important tool for diagnosing various conditions, such as anemia, infection and leukemia. It can also help to monitor a patient's response to treatment.
artificial intelligence and data science contents.pptxGauravCar
What is artificial intelligence? Artificial intelligence is the ability of a computer or computer-controlled robot to perform tasks that are commonly associated with the intellectual processes characteristic of humans, such as the ability to reason.
› ...
Artificial intelligence (AI) | Definitio
Software Engineering and Project Management - Introduction, Modeling Concepts...Prakhyath Rai
Introduction, Modeling Concepts and Class Modeling: What is Object orientation? What is OO development? OO Themes; Evidence for usefulness of OO development; OO modeling history. Modeling
as Design technique: Modeling, abstraction, The Three models. Class Modeling: Object and Class Concept, Link and associations concepts, Generalization and Inheritance, A sample class model, Navigation of class models, and UML diagrams
Building the Analysis Models: Requirement Analysis, Analysis Model Approaches, Data modeling Concepts, Object Oriented Analysis, Scenario-Based Modeling, Flow-Oriented Modeling, class Based Modeling, Creating a Behavioral Model.
2. A coaxial cable is a transmission line composed of two conductors, one internal and one external (see
fig. 1.1). The external conductor is a metal tube or mesh shield, but the internal conductor is
supported by a dielectric that can be a solid, expanded plastic or semi-solid (polyethylene discs,
helical tapes, plastic strips, etc.).
This transmission line is characterized by being a shielded structure, that is, the electromagnetic field
is limited between the space of the inner and outer conductors.
Illustration 1.1.- Structure of a Coaxial Cable.
3. A coaxial has an external diameter b and an internal diameter a. The space between the conductors is
formed by a dielectric with a certain permittivity. A potential difference is applied between the
conductors where the external one has 0V and the internal one V0 (see Fig. 1.2).
Illustration 1.2.- Internal and external radius of the coaxial cable separated by a
dielectric with a certain permittivity.
4. Analytical calculation.
Calculation of the electric field. The electric field equation for electrostatic fields uses the Poisson
equation (1) and the Laplace equation (2) as a function of fields.
𝛻2𝐸 = 𝛻
𝜌
𝜀
𝛻2
𝐸 = 0
(1)
(2)
Now based on potentials we have:
𝛻2
𝑉 = −
𝜌
𝜀
𝛻2
𝑉 = 0
(1.1)
(2.1)
5. In the region of a<r<b the dielectric is found, so there is no free charge (ρ=0). Applying the Laplace
equation of potentials in equation 2.1 with initial conditions:
𝑉 𝜌 = 𝑎 = 𝑉0
𝑉 𝜌 = 𝑏 = 0
This problem is solved directly because the structure is cylindrical and symmetrical. Rotating the coaxial
about the z axis does not change the geometry at all. As a result we know that the electric potential field
is a function of ρ. Solving equations in cylindrical coordinates we have the following equation:
𝛻2
𝑓 𝑟, ∅, 𝑧 =
1
𝑟
𝜕
𝜕𝑟
𝑟
𝜕𝑓
𝜕𝑟
+
1
𝑟2
𝜕2
𝑓
𝜕∅2 +
𝜕2
𝑓
𝜕𝑧2
6. In this case in the z and ∅ direction there are no changes, that is, they are always constant. Therefore,
what interests us is knowing the electric field at each point from radius a to radius b. Changing the
equation with the previously used variables we have:
𝛻2
𝑉(𝜌) = 0
1
𝜌
𝜕
𝜕𝜌
𝜌
)
𝜕𝑉(𝜌
𝜕𝜌
= 0
𝜕
𝜕𝜌
𝜌
)
𝜕𝑉(𝜌
𝜕𝜌
= 0 (2.2)
By integrating the two sides of the previous equation.
𝜕
𝜕𝜌
𝜌
)
𝜕𝑉(𝜌
𝜕𝜌
𝑑𝜌 = 0𝑑𝑝
𝜌
)
𝜕𝑉(𝜌
𝜕𝜌
= 𝐶1
)
𝜕𝑉(𝜌
𝜕𝜌
=
𝐶1
𝜌
8. Now the initial conditions are evaluated to know the values of the two constants:
𝑉 𝜌 = 𝑎 = 𝐶1 ln 𝑎 + 𝐶2 = 𝑉0
𝑉 𝜌 = 𝑏 = 𝐶1 ln 𝑏 + 𝐶2 = 0
(A)
(B)
Solving the system of equations of two unknowns, solve for B:
)
𝐶2 = −𝐶1l n( 𝑏
Substituting in A
𝐶1 ln )
𝑎 − 𝐶1l n( 𝑏 = 𝑉0
𝐶1 ln )
𝑏 − 𝐶1l n( 𝑎 = −𝑉0
𝑪1 =
−𝑽0
𝒍𝒏 𝒃 𝒂
9. Replacing C1 in C2:
𝑪2 =
)
𝑽0𝐥 𝐧( 𝒃
𝒍𝒏 𝒃 𝒂
Therefore, the final solution is:
𝑽 𝝆 =
−𝑽0𝒍𝒏 𝝆
𝒍𝒏 𝒃 𝒂
+
𝑽0 𝐥𝐧 𝒃
𝒍𝒏 𝒃 𝒂
; 𝒂 < 𝝆 < 𝒃
Now that we have the electric potential we can find the electric field as follows:
𝐸 = −𝛻𝑉
𝐸 𝜌 = −
𝜕
𝜕𝜌
−𝑉0𝑙𝑛 𝜌
𝑙𝑛 𝑏 𝑎
+
𝑉0 ln 𝑏
𝑙𝑛 𝑏 𝑎
𝑬 𝝆 =
𝑽0
𝒍𝒏 𝒃 𝒂
1
𝝆
𝒂𝝆; 𝒂 < 𝝆 < 𝒃
10. You can also know the electric flux density:
𝐷 = 𝜀𝐸
)
𝐷 𝜌 = 𝜀𝐸(𝜌
𝑫 𝝆 =
𝜺𝑽0
𝒍𝒏 𝒃 𝒂
1
𝝆
𝒂𝝆; 𝒂 < 𝝆 < 𝒃
Once the electrostatic case was resolved, the equations were evaluated with values between the
internal and external radius. The proposed coaxial cable data is as follows:
𝑟𝑖 = 0.022 𝑚
𝑟𝑒 = 0.045 𝑚
𝜀𝑟 = 2.3
𝑉0 = 50𝑘[𝑉
11. Tables 1, 2 and 3 show the values obtained for the electric field density, the electric potential and the
electric field respectively.
𝝆 𝑫 𝝆
0.022 6.46x10-5
0.025 5.68x10-5
0.030 4.74x10-5
0.032 4.44x10-5
0.035 4.06x10-5
0.040 3.55x10-5
0.042 3.38x10-5
0.045 3.16x10-5
𝝆 𝑽 𝝆
0.022 50000.00
0.025 41068.34
0.030 28329.63
0.032 23820.36
0.035 17559.20
0.040 8229.43
0.042 4820.49
0.045 0
Table 1.- Electric field density in the coaxial cable. Table 2.-Electrical Potential in the coaxial cable.
12. Table 3.-Electrical Field in the coaxial cable.
𝝆 𝑬 𝝆
0.022 3175885.466
0.025 2794779.21
0.030 2328982.675
0.032 2183421.258
0.035 1996270.864
0.040 1746737.006
0.042 1663559.054
0.045 1552655.117
13. Simulation using COMSOL Multiphysics.
By solving the problem as an electrostatic case and giving the dimensions and physical characteristics of
the problem, the following graphs of electric field and electric potential were obtained. Figure 1.3 shows
the graph of the electric field norm that goes from a little more than 30M[V/m] to a little more than
1M[V/m]. But on the other hand, Figure 1.4 shows the electric potential that goes from 50k [V] to 0 [V].
Illustration 1.3.- Graph of the electric field in the coaxial cable.
15. Analytical vs simulated calculation.
In order to compare the results obtained, the analytical equations were graphed in Excel. The electric
potential graphs (fig. 1.4 and 1.5) and the electric field graph (fig. 1.3 and 1.6) are very similar since an
extra fine mesh was used when simulating it.
Illustration 1.5.- Analytical electrical potential graph in the coaxial
cable.
19. Conclusion.
In solving this electrostatic problem, the advantage was that the problem could be reduced to a simple
differential equation because only the radius of the coaxial cable varied. If the opposite were the case,
perhaps the analytical solution would become more complex and difficult to solve since, although the
differential equations that represent the physical behavior of the problem are obtained, it does not
guarantee that an analytical solution exists, which is why simulation software is chosen. which uses
numerical methods to give an approximate solution.
In the case of COMSOL Multiphysic, it uses a mesh to solve the problem. If it uses a very fine mesh,
the results are very close to the analytical one, but it takes more computing time. If a poor mesh is
used, the results are far from the analytical one and uses less computing time.
The distribution of the electric potential and the electric field is very similar since most of it is found on
the surface of the central conductor and its intensity decreases until it disappears the closer it gets to
the external conductor.