The document discusses embedded systems and provides examples. It defines an embedded system as a computer system designed to perform specific tasks, in contrast to general-purpose computers. Embedded systems are found in devices like appliances, vehicles, and industrial equipment. The document outlines some key characteristics of embedded systems like real-time operation, low cost and power requirements. It also discusses some of the challenges in designing embedded systems.
This training report provides an introduction to embedded systems and microcontrollers. It discusses key concepts such as the definition of embedded systems and how they differ from general purpose computers. Microcontrollers are described as integrated circuits that combine a processor core with memory and peripherals. The 8051 microcontroller architecture is then explained in detail, covering its features, pinouts and programming. Examples of embedded applications are also provided. Overall, the document serves as an introductory guide to embedded systems and microcontrollers for educational purposes.
This document provides an introduction and overview of embedded systems. It discusses that embedded systems use microprocessors or microcontrollers to perform dedicated functions, unlike general purpose computers. The key aspects covered include:
- Embedded systems integrate hardware and software to perform specific tasks, with optimization for cost, size and performance.
- Examples of embedded systems include appliances, vehicles, network devices, medical equipment, and more.
- Embedded systems have constraints of limited resources, real-time performance, low power usage, and reliability.
- The document classifies embedded systems and discusses their components and features. Stand-alone, real-time, networked, and mobile embedded systems are described.
The document provides an overview of embedded systems. It defines embedded systems as devices that include a programmable computer but are not general-purpose computers. Examples provided include cell phones, printers, automobiles, airplanes, digital TVs, and household appliances. Embedded systems must meet challenges like design time constraints, power limitations, and real-time deadlines. Design methodologies help manage the complex design process for embedded systems. System integration involves combining system components while testing for bugs.
We are the Best Embedded Systems Training Institute in Hyderabad, Want to learn Advanced Courses like Vector Embedded Systems, DSP and VLSI Embedded Systems. Register now for new batches Call Us-040 -23754144,+91- 9640648777
This document provides an introduction to embedded systems. It defines an embedded system as a microprocessor-based computer system designed to perform a dedicated function within a larger mechanical or electrical system. Embedded systems are found in devices ranging from home appliances to spacecraft. The document discusses the components of embedded systems, including microprocessors, memory, input/output devices, and application-specific circuitry. It also covers the evolution from using microprocessors to microcontrollers in embedded system design. Common programming languages for embedded systems include C and C++. The document provides examples of embedded systems and discusses their classification and applications.
Gesture control robot using accelerometer documentationRajendra Prasad
The document provides an overview of embedded systems and describes a gesture controlled robot project. It discusses the basic blocks of an embedded system including the CPU, memory, input/output devices and communication interfaces. It then describes the transmitter and receiver blocks of the gesture controlled robot. The transmitter contains an accelerometer, analog to digital converter, encoder and RF transmitter. The receiver contains a microcontroller, decoder, motor driver and RF receiver. It explains how hand gestures are sensed and transmitted wirelessly to control the robot's movement. Finally, it provides background on the 8051 microcontroller family used in the project.
An embedded system is a computer system with software embedded in hardware that performs specific tasks. It has three main components - hardware, application software, and an optional real-time operating system. Embedded systems are commonly microcontroller-based, have specialized functions, strict constraints, and must operate in real-time. They are used in devices like fire alarms, cars, phones, and consumer electronics. The document then discusses characteristics, advantages, disadvantages, structure, types of processors, and applications of embedded systems.
This training report provides an introduction to embedded systems and microcontrollers. It discusses key concepts such as the definition of embedded systems and how they differ from general purpose computers. Microcontrollers are described as integrated circuits that combine a processor core with memory and peripherals. The 8051 microcontroller architecture is then explained in detail, covering its features, pinouts and programming. Examples of embedded applications are also provided. Overall, the document serves as an introductory guide to embedded systems and microcontrollers for educational purposes.
This document provides an introduction and overview of embedded systems. It discusses that embedded systems use microprocessors or microcontrollers to perform dedicated functions, unlike general purpose computers. The key aspects covered include:
- Embedded systems integrate hardware and software to perform specific tasks, with optimization for cost, size and performance.
- Examples of embedded systems include appliances, vehicles, network devices, medical equipment, and more.
- Embedded systems have constraints of limited resources, real-time performance, low power usage, and reliability.
- The document classifies embedded systems and discusses their components and features. Stand-alone, real-time, networked, and mobile embedded systems are described.
The document provides an overview of embedded systems. It defines embedded systems as devices that include a programmable computer but are not general-purpose computers. Examples provided include cell phones, printers, automobiles, airplanes, digital TVs, and household appliances. Embedded systems must meet challenges like design time constraints, power limitations, and real-time deadlines. Design methodologies help manage the complex design process for embedded systems. System integration involves combining system components while testing for bugs.
We are the Best Embedded Systems Training Institute in Hyderabad, Want to learn Advanced Courses like Vector Embedded Systems, DSP and VLSI Embedded Systems. Register now for new batches Call Us-040 -23754144,+91- 9640648777
This document provides an introduction to embedded systems. It defines an embedded system as a microprocessor-based computer system designed to perform a dedicated function within a larger mechanical or electrical system. Embedded systems are found in devices ranging from home appliances to spacecraft. The document discusses the components of embedded systems, including microprocessors, memory, input/output devices, and application-specific circuitry. It also covers the evolution from using microprocessors to microcontrollers in embedded system design. Common programming languages for embedded systems include C and C++. The document provides examples of embedded systems and discusses their classification and applications.
Gesture control robot using accelerometer documentationRajendra Prasad
The document provides an overview of embedded systems and describes a gesture controlled robot project. It discusses the basic blocks of an embedded system including the CPU, memory, input/output devices and communication interfaces. It then describes the transmitter and receiver blocks of the gesture controlled robot. The transmitter contains an accelerometer, analog to digital converter, encoder and RF transmitter. The receiver contains a microcontroller, decoder, motor driver and RF receiver. It explains how hand gestures are sensed and transmitted wirelessly to control the robot's movement. Finally, it provides background on the 8051 microcontroller family used in the project.
An embedded system is a computer system with software embedded in hardware that performs specific tasks. It has three main components - hardware, application software, and an optional real-time operating system. Embedded systems are commonly microcontroller-based, have specialized functions, strict constraints, and must operate in real-time. They are used in devices like fire alarms, cars, phones, and consumer electronics. The document then discusses characteristics, advantages, disadvantages, structure, types of processors, and applications of embedded systems.
An embedded system is a computer system designed to perform dedicated functions within a larger mechanical or electrical system, often with real-time computing constraints. Embedded systems are found in many devices such as mobile phones, televisions, tablets and vehicles. They typically use microcontrollers or System on a Chip (SoC) technology. Key characteristics of embedded systems include limited memory and processing resources, real-time performance, low power consumption and fixed functions determined at design time. Common programming languages used in embedded systems include C, C++ and assembly language.
An embedded system is a microprocessor-based system designed to perform dedicated functions. It is a combination of computer hardware and software designed to operate within a larger system. Embedded systems are found in many devices from kitchen appliances to spacecraft. They are specialized computer systems that perform specific tasks, unlike general purpose computers.
An embedded system is a computer system designed to perform dedicated functions within a larger mechanical or electrical system. It consists of a microprocessor or microcontroller and other components integrated to perform predefined tasks. Embedded systems are found in many devices like phones, appliances, vehicles etc. They are designed to perform real-time processing within strict constraints of power, size and cost. Common programming languages for embedded systems include C and C++.
An embedded system is a combination of computer hardware and software designed to perform a dedicated function. It contains a microprocessor or microcontroller along with memory, input/output components, and application-specific circuitry. Embedded systems are found in many devices from kitchen appliances to spacecraft. They are small, low-cost, and perform dedicated tasks like process control, communication, and industrial instrumentation. A microcontroller is commonly used as the central processing unit in embedded systems due to its integrated memory and input/output peripherals.
This document provides an introduction to embedded systems and microcontrollers. It defines an embedded system as a computer system designed to perform a specific task and is contained within a larger system. Microcontrollers are described as the "brain" or central processing unit of an embedded system. Key points include:
- Microcontrollers integrate a processor, memory and input/output ports on a single chip, making embedded systems more compact and energy efficient than those using general purpose microprocessors.
- Embedded systems have a diverse range of applications from consumer electronics to industrial equipment to automobiles. Nearly every electronic device today contains one or more embedded systems.
- Microcontrollers are cheaper and better suited than microprocessors for many embedded applications as they require
A microprocessor and microcontroller are the central components of embedded systems. Due to their small size, low cost, and simple design, embedded systems have become ubiquitous in both consumer and industrial devices (paragraph 1). Embedded systems can be found in applications like biomedical devices, communication systems, computer peripherals, industrial instrumentation, scientific equipment, and more (paragraphs 2-3). Earlier embedded systems used microprocessors which required external components, but modern systems typically use microcontrollers which integrate memory and I/O peripherals onto a single chip for a simpler design (paragraphs 4-6). A microcontroller contains components like an ALU, memory, I/O ports, timers/counters, and more, making it well-suited
1) Embedded computing systems are programmable computers designed for specialized applications rather than general-purpose use. They are found in devices like cell phones, cars, appliances.
2) Early embedded systems date to the 1940s but microprocessors enabled more complex embedded applications starting in the 1970s. Modern vehicles can have over 100 microprocessors controlling various functions.
3) Embedded system design faces challenges like meeting deadlines, minimizing power consumption, and tight design timelines with small teams. Methodical design processes help address these challenges.
This tutorial will provide you information on following topics related to Embedded systems.
1. Description of Embedded system.
2. Characteristics of Embedded system.
3. Components of Embedded system.
4. Basic Structure of Embedded system.
5. Parts of Embedded system.
6. Embedded Processors.
7. Applications Of Embedded systems.
8. Consumer Application.
9. Transportation.
10. Medical Equipment.
11. Advantages and Disadvantages.
12. Reliability.
13. Tools used in Embedded systems.
The document discusses the introduction, design process, and formalisms for embedded system design. It begins by defining embedded systems and their components. It then describes the embedded system design process which involves requirements analysis, specification, architecture design, component design, integration, and testing. Finally, it introduces the Unified Modeling Language (UML) as a formalism to describe the structural and behavioral aspects of embedded system design using objects, classes, and their interactions.
The document provides an introduction to embedded systems. It defines an embedded system as a microprocessor-based system designed to perform dedicated functions, often as part of a larger system. Embedded systems are found in various applications ranging from home appliances to medical devices to industrial systems. The document discusses why microcontrollers are commonly used in embedded systems due to their integrated memory and I/O peripherals. It also outlines the typical hardware and software architecture of an embedded system and classifications including stand-alone, real-time, and networked systems.
This document describes a touch screen and Zigbee based control system for apartments using an embedded system. The system uses a microcontroller, touch screen, Zigbee modules, and other components to allow users to control home appliances in their apartment wirelessly via the touch screen or voice commands. The microcontroller interfaces with the touch screen, Zigbee modules, and other devices. It receives input from the touch screen or other inputs and sends wireless signals via Zigbee to control appliances like lights and fans. The system aims to provide a compact, user-friendly, and low-cost way to remotely control home appliances within an apartment.
Designs and develops robotic prototypes. Constructs, configures, tests, and debugs robots and robotic systems. Installs, operates, calibrates, and maintains robots. Ensures that robotic machines operate safely, dependably, and with precision; identifies and implements modifications.
have a passion in making more presentations day by day.
If you need help with creating a PowerPoint presentation, please let me know. I can help you with creating a presentation from scratch or editing an existing one. If you have any specific questions, feel free to ask me. 😊
An embedded system is a combination of computer hardware and software designed to perform a specific function. It has three main components - hardware, application software, and an optional real-time operating system. Embedded systems are used in devices like fire alarms, cruise control systems, and digital cameras where they perform specialized tasks in real-time. Common characteristics include being single-purpose, constrained by tight design requirements like size and power consumption, and reactive to changes in their environment.
Architecture design of a virtual embedded system reportRajeev Mohanty
The document proposes an architecture for virtual embedded systems using concepts of virtualization and multi-agent systems. It discusses constraints of traditional embedded systems and how virtualization can address these. Virtualization allows for flexible software/hardware abstraction and deployment advantages. The proposed architecture models an embedded virtualization system using multi-agent systems. It then provides examples of embedded systems and discusses virtualization techniques like insulation, para-virtualization and full virtualization that could enable the virtual embedded system architecture.
The document provides an overview of microcontrollers and embedded systems. It defines an embedded system and describes their characteristics such as real-time operation, small size, low power usage, and operation in harsh environments. It discusses the hardware components of typical embedded systems including microcontrollers. It then focuses on the 8051 microcontroller, describing its architecture and pin layout.
The document discusses embedded systems and microcontrollers. It defines an embedded system as a combination of computer hardware and software designed for a specific application. Microcontrollers are similar to microprocessors but have memory and I/O integrated on a single chip, making them well-suited for embedded applications that require low cost, low power consumption, and small size. The 8051 microcontroller is commonly used in embedded systems due to its low price and availability of development tools. Programming techniques for microcontrollers include assembly language and high-level languages like C.
EC8791-Embedded and Real Time Systems #7th Sem ECE #Embedded System Introduction # Embedded System Real Time Examples #Career opportunity in Embedded System Filed #Growth of Embedded System
This presentation provides an overview of microcontrollers. It defines microcontrollers as functional computer systems on a single chip that contain a processor core, memory, and programmable input/output peripherals. The presentation discusses the key components of microcontrollers, how they differ from microprocessors in having integrated RAM, ROM, I/O and timers on a single chip, how they are programmed similarly to C, their advantages over microprocessors in cost, size and reliability, criteria for choosing a microcontroller for an application, examples of applications, popular microcontroller brands, and major market players.
An embedded system is a computer system designed to perform dedicated functions within a larger mechanical or electrical system, often with real-time computing constraints. Embedded systems are found in many devices such as mobile phones, televisions, tablets and vehicles. They typically use microcontrollers or System on a Chip (SoC) technology. Key characteristics of embedded systems include limited memory and processing resources, real-time performance, low power consumption and fixed functions determined at design time. Common programming languages used in embedded systems include C, C++ and assembly language.
An embedded system is a microprocessor-based system designed to perform dedicated functions. It is a combination of computer hardware and software designed to operate within a larger system. Embedded systems are found in many devices from kitchen appliances to spacecraft. They are specialized computer systems that perform specific tasks, unlike general purpose computers.
An embedded system is a computer system designed to perform dedicated functions within a larger mechanical or electrical system. It consists of a microprocessor or microcontroller and other components integrated to perform predefined tasks. Embedded systems are found in many devices like phones, appliances, vehicles etc. They are designed to perform real-time processing within strict constraints of power, size and cost. Common programming languages for embedded systems include C and C++.
An embedded system is a combination of computer hardware and software designed to perform a dedicated function. It contains a microprocessor or microcontroller along with memory, input/output components, and application-specific circuitry. Embedded systems are found in many devices from kitchen appliances to spacecraft. They are small, low-cost, and perform dedicated tasks like process control, communication, and industrial instrumentation. A microcontroller is commonly used as the central processing unit in embedded systems due to its integrated memory and input/output peripherals.
This document provides an introduction to embedded systems and microcontrollers. It defines an embedded system as a computer system designed to perform a specific task and is contained within a larger system. Microcontrollers are described as the "brain" or central processing unit of an embedded system. Key points include:
- Microcontrollers integrate a processor, memory and input/output ports on a single chip, making embedded systems more compact and energy efficient than those using general purpose microprocessors.
- Embedded systems have a diverse range of applications from consumer electronics to industrial equipment to automobiles. Nearly every electronic device today contains one or more embedded systems.
- Microcontrollers are cheaper and better suited than microprocessors for many embedded applications as they require
A microprocessor and microcontroller are the central components of embedded systems. Due to their small size, low cost, and simple design, embedded systems have become ubiquitous in both consumer and industrial devices (paragraph 1). Embedded systems can be found in applications like biomedical devices, communication systems, computer peripherals, industrial instrumentation, scientific equipment, and more (paragraphs 2-3). Earlier embedded systems used microprocessors which required external components, but modern systems typically use microcontrollers which integrate memory and I/O peripherals onto a single chip for a simpler design (paragraphs 4-6). A microcontroller contains components like an ALU, memory, I/O ports, timers/counters, and more, making it well-suited
1) Embedded computing systems are programmable computers designed for specialized applications rather than general-purpose use. They are found in devices like cell phones, cars, appliances.
2) Early embedded systems date to the 1940s but microprocessors enabled more complex embedded applications starting in the 1970s. Modern vehicles can have over 100 microprocessors controlling various functions.
3) Embedded system design faces challenges like meeting deadlines, minimizing power consumption, and tight design timelines with small teams. Methodical design processes help address these challenges.
This tutorial will provide you information on following topics related to Embedded systems.
1. Description of Embedded system.
2. Characteristics of Embedded system.
3. Components of Embedded system.
4. Basic Structure of Embedded system.
5. Parts of Embedded system.
6. Embedded Processors.
7. Applications Of Embedded systems.
8. Consumer Application.
9. Transportation.
10. Medical Equipment.
11. Advantages and Disadvantages.
12. Reliability.
13. Tools used in Embedded systems.
The document discusses the introduction, design process, and formalisms for embedded system design. It begins by defining embedded systems and their components. It then describes the embedded system design process which involves requirements analysis, specification, architecture design, component design, integration, and testing. Finally, it introduces the Unified Modeling Language (UML) as a formalism to describe the structural and behavioral aspects of embedded system design using objects, classes, and their interactions.
The document provides an introduction to embedded systems. It defines an embedded system as a microprocessor-based system designed to perform dedicated functions, often as part of a larger system. Embedded systems are found in various applications ranging from home appliances to medical devices to industrial systems. The document discusses why microcontrollers are commonly used in embedded systems due to their integrated memory and I/O peripherals. It also outlines the typical hardware and software architecture of an embedded system and classifications including stand-alone, real-time, and networked systems.
This document describes a touch screen and Zigbee based control system for apartments using an embedded system. The system uses a microcontroller, touch screen, Zigbee modules, and other components to allow users to control home appliances in their apartment wirelessly via the touch screen or voice commands. The microcontroller interfaces with the touch screen, Zigbee modules, and other devices. It receives input from the touch screen or other inputs and sends wireless signals via Zigbee to control appliances like lights and fans. The system aims to provide a compact, user-friendly, and low-cost way to remotely control home appliances within an apartment.
Designs and develops robotic prototypes. Constructs, configures, tests, and debugs robots and robotic systems. Installs, operates, calibrates, and maintains robots. Ensures that robotic machines operate safely, dependably, and with precision; identifies and implements modifications.
have a passion in making more presentations day by day.
If you need help with creating a PowerPoint presentation, please let me know. I can help you with creating a presentation from scratch or editing an existing one. If you have any specific questions, feel free to ask me. 😊
An embedded system is a combination of computer hardware and software designed to perform a specific function. It has three main components - hardware, application software, and an optional real-time operating system. Embedded systems are used in devices like fire alarms, cruise control systems, and digital cameras where they perform specialized tasks in real-time. Common characteristics include being single-purpose, constrained by tight design requirements like size and power consumption, and reactive to changes in their environment.
Architecture design of a virtual embedded system reportRajeev Mohanty
The document proposes an architecture for virtual embedded systems using concepts of virtualization and multi-agent systems. It discusses constraints of traditional embedded systems and how virtualization can address these. Virtualization allows for flexible software/hardware abstraction and deployment advantages. The proposed architecture models an embedded virtualization system using multi-agent systems. It then provides examples of embedded systems and discusses virtualization techniques like insulation, para-virtualization and full virtualization that could enable the virtual embedded system architecture.
The document provides an overview of microcontrollers and embedded systems. It defines an embedded system and describes their characteristics such as real-time operation, small size, low power usage, and operation in harsh environments. It discusses the hardware components of typical embedded systems including microcontrollers. It then focuses on the 8051 microcontroller, describing its architecture and pin layout.
The document discusses embedded systems and microcontrollers. It defines an embedded system as a combination of computer hardware and software designed for a specific application. Microcontrollers are similar to microprocessors but have memory and I/O integrated on a single chip, making them well-suited for embedded applications that require low cost, low power consumption, and small size. The 8051 microcontroller is commonly used in embedded systems due to its low price and availability of development tools. Programming techniques for microcontrollers include assembly language and high-level languages like C.
EC8791-Embedded and Real Time Systems #7th Sem ECE #Embedded System Introduction # Embedded System Real Time Examples #Career opportunity in Embedded System Filed #Growth of Embedded System
This presentation provides an overview of microcontrollers. It defines microcontrollers as functional computer systems on a single chip that contain a processor core, memory, and programmable input/output peripherals. The presentation discusses the key components of microcontrollers, how they differ from microprocessors in having integrated RAM, ROM, I/O and timers on a single chip, how they are programmed similarly to C, their advantages over microprocessors in cost, size and reliability, criteria for choosing a microcontroller for an application, examples of applications, popular microcontroller brands, and major market players.
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.
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.
Digital Twins Computer Networking Paper Presentation.pptxaryanpankaj78
A Digital Twin in computer networking is a virtual representation of a physical network, used to simulate, analyze, and optimize network performance and reliability. It leverages real-time data to enhance network management, predict issues, and improve decision-making processes.
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/)
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELijaia
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
Design and optimization of ion propulsion dronebjmsejournal
Electric propulsion technology is widely used in many kinds of vehicles in recent years, and aircrafts are no exception. Technically, UAVs are electrically propelled but tend to produce a significant amount of noise and vibrations. Ion propulsion technology for drones is a potential solution to this problem. Ion propulsion technology is proven to be feasible in the earth’s atmosphere. The study presented in this article shows the design of EHD thrusters and power supply for ion propulsion drones along with performance optimization of high-voltage power supply for endurance in earth’s atmosphere.
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...PIMR BHOPAL
Variable frequency drive .A Variable Frequency Drive (VFD) is an electronic device used to control the speed and torque of an electric motor by varying the frequency and voltage of its power supply. VFDs are widely used in industrial applications for motor control, providing significant energy savings and precise motor operation.
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...shadow0702a
This document serves as a comprehensive step-by-step guide on how to effectively use PyCharm for remote debugging of the Windows Subsystem for Linux (WSL) on a local Windows machine. It meticulously outlines several critical steps in the process, starting with the crucial task of enabling permissions, followed by the installation and configuration of WSL.
The guide then proceeds to explain how to set up the SSH service within the WSL environment, an integral part of the process. Alongside this, it also provides detailed instructions on how to modify the inbound rules of the Windows firewall to facilitate the process, ensuring that there are no connectivity issues that could potentially hinder the debugging process.
The document further emphasizes on the importance of checking the connection between the Windows and WSL environments, providing instructions on how to ensure that the connection is optimal and ready for remote debugging.
It also offers an in-depth guide on how to configure the WSL interpreter and files within the PyCharm environment. This is essential for ensuring that the debugging process is set up correctly and that the program can be run effectively within the WSL terminal.
Additionally, the document provides guidance on how to set up breakpoints for debugging, a fundamental aspect of the debugging process which allows the developer to stop the execution of their code at certain points and inspect their program at those stages.
Finally, the document concludes by providing a link to a reference blog. This blog offers additional information and guidance on configuring the remote Python interpreter in PyCharm, providing the reader with a well-rounded understanding of the process.
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...PriyankaKilaniya
Energy efficiency has been important since the latter part of the last century. The main object of this survey is to determine the energy efficiency knowledge among consumers. Two separate districts in Bangladesh are selected to conduct the survey on households and showrooms about the energy and seller also. The survey uses the data to find some regression equations from which it is easy to predict energy efficiency knowledge. The data is analyzed and calculated based on five important criteria. The initial target was to find some factors that help predict a person's energy efficiency knowledge. From the survey, it is found that the energy efficiency awareness among the people of our country is very low. Relationships between household energy use behaviors are estimated using a unique dataset of about 40 households and 20 showrooms in Bangladesh's Chapainawabganj and Bagerhat districts. Knowledge of energy consumption and energy efficiency technology options is found to be associated with household use of energy conservation practices. Household characteristics also influence household energy use behavior. Younger household cohorts are more likely to adopt energy-efficient technologies and energy conservation practices and place primary importance on energy saving for environmental reasons. Education also influences attitudes toward energy conservation in Bangladesh. Low-education households indicate they primarily save electricity for the environment while high-education households indicate they are motivated by environmental concerns.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
Applications of artificial Intelligence in Mechanical Engineering.pdfAtif Razi
Historically, mechanical engineering has relied heavily on human expertise and empirical methods to solve complex problems. With the introduction of computer-aided design (CAD) and finite element analysis (FEA), the field took its first steps towards digitization. These tools allowed engineers to simulate and analyze mechanical systems with greater accuracy and efficiency. However, the sheer volume of data generated by modern engineering systems and the increasing complexity of these systems have necessitated more advanced analytical tools, paving the way for AI.
AI offers the capability to process vast amounts of data, identify patterns, and make predictions with a level of speed and accuracy unattainable by traditional methods. This has profound implications for mechanical engineering, enabling more efficient design processes, predictive maintenance strategies, and optimized manufacturing operations. AI-driven tools can learn from historical data, adapt to new information, and continuously improve their performance, making them invaluable in tackling the multifaceted challenges of modern mechanical engineering.