3D Thermal Imaging
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To study thermal imaging technology for the protection of power system equipment and to interface FLIR thermal imaging camera with MATLAB for real time thermal imaging of electrical power equipment
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This document presents a wireless system for monitoring the input and output parameters of a photovoltaic generation plant. The system includes sensors to measure temperature, irradiance, voltage and current from the solar arrays. A microcontroller acquires the analog sensor data and transmits it wirelessly via Wi-Fi to a user computer. The user can then view the acquired performance data graphically to analyze the plant's operation and output.
Real Time E-metering and Automation of KCT College Campus using an Android Mo...
Automation is the technology stemming from web of things. To make a smart world to provide comfort for human life is the main focus of the researchers. In the current automated industry Embedded systems and IOT (Internet of Things) is becoming highly efficient and mandatory to exhibit the potential market. While performing various operations, power consumption and efficiency is an important issue with the comfort level of user. The combination of embedded technology and IOT is represented by using E-controller which is the appropriate one for system’s energy consumption and efficiency experiments with size factor. The main objective of the system is real time information and data monitoring of energy consumption. The proposed system introduces the
implementation of IOT using embedded technology to simplistic the peripheral circuit and to lower the power consumption, thereby providing a high quality solution for a Smart Hostel Management and Information system.
Project_PPTqwertyujkopljjgdsasccnmmjjgfderhjknnvcdewtuijnbvcdsghnbggdc bbbb.pptx
This document describes an electricity theft detection and monitoring project using IoT. The proposed system employs current and voltage sensors at different nodes to accurately measure electricity consumption. It then uses GSM modules to automatically generate bills, eliminating human intervention. The system was designed and implemented using Arduino and NodeMCU microcontrollers. It integrates state-of-the-art technologies like IoT to modernize energy management and enable smart grids. The project aims to enhance efficiency, reduce costs, and support sustainable energy practices. It was tested and shown to accurately detect power theft situations.
Real time energy data acquisition and alarming system for monitoring power co...
Real time energy data acquisition and alarming system for monitoring power co...eSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and TechnologyReal time energy data acquisition and alarming system for monitoring power co...
Abstract Manufacturing and the processes involved consume substantial amounts of energy. There can be requirement of energy management technique in the power tool manufacturing industry. The maintenance department in power tool manufacturing industry may have different load centers like machine shop, winding shop, utility and assembly shop etc. Readings on these meters are taken manually. This process is time consuming and has inefficient accuracy. So, there can be need of computerized energy data acquisition system. By providing an alarming system the energy losses will be monitored. Through this system design, there will be automatic elimination of man-made errors, reading energy consumption report through Microsoft excel as well as firing through email. Keywords: Energy losses, Microcontroller, RS 232 and PC
A new remote monitoring device to track magnetic resonance imaging machine co...
The magnetic resonance imaging (MRI) machine cooling system has a vital role in the conduct of MRI examinations because a shutdown of the MRI cooling system in the absence of the manipulators can lead to grave consequences over time, like quench, which is the vaporization of helium liquid in the MRI tank, and it's the most expensive MRI failure. To limit the risks of this problem, several companies have tried to develop a monitoring system to track MRI cooling system failures but all solutions proposed are complicated and demand many connections with MRI. The proposed solution is simple, easy, and efficient requires only one joint with the helium compressor, and it has a humidity and temperature sensor to detect quench incident, it works using an advanced monitoring algorithm that evaluates the status of the cooling system and identifies breakdowns, in case of failure our system will send short message service (SMS) notifications and emails to the customer service team. The proposed solution shows the potential for starting the research to understand the relationship between the behavior of the MRI cooling system and the quench using machine learning algorithms.
Analysis of thermal fatigue failure using IoT
- The failure caused by fatigue has a majority
of share in the industries. The recent trends and studies
have shown that 85 to 90 % components fail not due to
static loading but due to cyclic loadings and fluctuating
conditions around. The most common and prominent being
the thermal fatigue failure. Due to uneven temperature
conditions the components under cyclic loading tend to
show a decreased fatigue life as compared to the ideal
conditions thus their probability of failure is quite high and
sometimes dangerous too. There are many techniques
which are used to identify the failure signs and take proper
action but all these techniques require a physical and nondestructive testing of the component which is time
consuming and not suitable for critical operation
components also the temperature factor is not considered
although it being the major affecting factor. This paper
presents an approach to do the online temperature analysis
of the conditions and predict the further failure conditions
by analysing the thermal stresses caused and preventing
the potential sudden failure of the component by using
polynomial regression algorithm to predict the
temperature conditions based on the initial conditions and
correlating it to the magnitude of thermal stress induced
and analyzing the failure possibility of the component
IRJET- Solar Power Based Remote Monitoring and Control of Industrial Paramete...
This document describes a proposed system for remote monitoring and control of industrial parameters using solar power and IoT technology. The system uses various sensors to measure parameters like temperature, pressure, gas levels etc. and sends the data via an IoT module to the cloud for storage. A user can access the parameter values through software on their device and control devices remotely. If any parameters exceed thresholds, automated actions are taken like turning on cooling fans. The system aims to improve safety and efficiency by allowing constant remote monitoring without human intervention. It can send alerts if emergencies like fires occur and notify authorities. The solar power aspect makes it more sustainable by reducing energy usage for monitoring.
Design And Development of A Plug-In Type Wireless Data Logger for Energy Meas...
This document describes the design and development of a plug-in type wireless data logger for energy measurement. The data logger is designed to accurately measure energy, voltage, current, and instantaneous power in real time for single-phase applications. It consists of hardware modules for energy measurement, data transmission, and reception. The energy measurement module uses a CS5460A chip to measure parameters. Data is transmitted wirelessly via Bluetooth and received on a computer interface. The system aims to provide low-cost real-time energy monitoring for appliances to encourage efficient energy usage.
INTELLIGENT ELECTRICAL MULTI OUTLETS CONTROLLED AND ACTIVATED BY A DATA MININ...
In the proposed paper are discussed results of an industry project concerning energy management in building. Specifically the work analyses the improvement of electrical outlets controlled and activated by a logic unit and a data mining engine. The engine executes a Long Short-Terms Memory (LSTM) neural network algorithm able to control, to activate and to disable electrical loads connected to multiple outlets placed into a building and having defined priorities. The priority rules are grouped into two level: the first level is related to the outlet, the second one concerns the loads connected to a single outlet. This algorithm, together with the prediction processing of the logic unit connected to all the outlets, is suitable for alerting management for cases of threshold overcoming. In this direction is proposed a flow chart applied on three for three outlets and able to control load matching with defined thresholds. The goal of the paper is to provide the reading keys of the data mining outputs useful for the energy management and diagnostic of the electrical network in a building. Finally in the paper are analyzed the correlation between global active power, global reactive power and energy absorption of loads of the three intelligent outlet. The prediction and the correlation analyses provide information about load balancing, possible electrical faults and energy cost optimization.
Intelligent Electrical Multi Outlets Controlled and Activated by a Data Minin...
In the proposed paper are discussed results of an industry project concerning energy management in
building. Specifically the work analyses the improvement of electrical outlets controlled and activated by a
logic unit and a data mining engine. The engine executes a Long Short-Terms Memory (LSTM) neural
network algorithm able to control, to activate and to disable electrical loads connected to multiple outlets
placed into a building and having defined priorities. The priority rules are grouped into two level: the first
level is related to the outlet, the second one concerns the loads connected to a single outlet. This algorithm,
together with the prediction processing of the logic unit connected to all the outlets, is suitable for alerting
management for cases of threshold overcoming. In this direction is proposed a flow chart applied on three
for three outlets and able to control load matching with defined thresholds. The goal of the paper is to
provide the reading keys of the data mining outputs useful for the energy management and diagnostic of the
electrical network in a building. Finally in the paper are analyzed the correlation between global active
power, global reactive power and energy absorption of loads of the three intelligent outlet. The prediction
and the correlation analyses provide information about load balancing, possible electrical faults and energy
cost optimization.
AN EXPERIMENTAL DESIGN & ANALYSIS OF PORTABLE USB POWERED THERMO ELECTRIC COOLER
Refrigerators are energy consuming home appliances and for this reason researchers are performed to enhance performance work of the refrigeration systems. Most of research work done so far deals with an objective of low energy consumption and refrigeration enchantment. Thermoelectric refrigeration is one of the techniques to produce refrigeration effect. This project demonstrates how far thermoelectric refrigeration can be modified to produce refrigeration effect with low power input and high cooling effect.
In this project a portable thermoelectric (Peltier) cooler is designed and fabricated for multipurpose use (Like beverage cooling, water cooling, and milk storage). It is operated on USB with low power, portable in nature and compact in seize. This project carries out cooling effect analysis, steady state heat transfer finite element analysis on different water bottle materials with different heat transfer plates, thermal insulation jacket in ANSYS R19 workbench. Power consumption of this device and its performance is experimented and calculated with practical model on DC-DC to boost converter, also TEC inter components CFD analysis done in ANSYS Fluent.
Keywords: Peltier Module, USB, DC-DC Boost Converter, Heat Transfer Plates, Thermal insulation Jacket, Steady State Heat Transfer Finite Element Analysis, CFD Analysis, ANSYS Fluent.
DATA ACQUISITION AND ALERT SYSTEM USING BLYNK PLATFORM
This document describes a data acquisition and alert system using the Blynk platform to facilitate Industry 4.0. The system collects data from sensors interfaced with a Node MCU microcontroller, including temperature sensors and a proximity sensor on an extruder machine. The sensor data is analyzed on the Blynk IoT platform. The system sends alerts through Blynk when sensor values indicate issues requiring attention, such as high temperatures. Experimental results found the data acquisition system calculated production rates accurately compared to manual calculations, with 98% accuracy over 9.5 hours of operation. The system successfully monitored machine operations and sent alerts.
Batch 14.pptx
This project document describes an IOT based sensor network for smart grid communication. The network monitors voltage, current, and temperature readings from the power grid and transmits the data to ThingSpeak, a cloud-based software. Sensors are placed throughout the power generation, transmission, and distribution systems. If faults are detected, notifications are sent. Readings from the sensors are displayed on ThingSpeak and can be used for power monitoring and control. The project was successfully designed and tested with advanced ICs to integrate all hardware components. It could potentially be used for improved power monitoring and control methodologies in the future.
A STUDY OF IOT BASED REAL-TIME SOLAR POWER REMOTE MONITORING SYSTEM
We have Developed an IoT-based real-time solar power monitoring system in this paper. It seeks an opensource IoT solution that can collect real-time data and continuously monitor the power output and environmental conditions of a photovoltaic panel.The Objective of this work is to continuously monitor the status of various parameters associated with solar systems through sensors without visiting manually, saving time and ensures efficient power output from PV panels while monitoring for faulty solar panels, weather conditionsand other such issues that affect solar effectiveness.Manually, the user must use a multimeter to determine what value of measurement of the system is appropriate for appliance consumers, which is difficult for the larger System. But the Solar Energy Monitoring system is designed to make it easier for users to use the solar system.This system is comprised of a microcontroller (Node MCU), a PV panel, sensors (INA219 Current Module, Digital Temperature Sensor, LDR), a Battery Charger Module, and a battery. The data from the PV panels and other appliances are sent to the cloud (Thingspeak) via the internet using IoT technology and a Wi-Fi module (NodeMCU). It also allows users in remote areas to monitor the parameters of the solar power plant using connected devices. The user can view the current, previous, and average parameters of the solar PV system, such as voltage, current, temperature, and light intensity using a Graphical User Interface. This will facilitate fault detection and maintenance of the solar power plant easier and saves time.
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PROTECTION OF ELECTRICAL EQUIPMENT USING 3D THERMOGRAPHY AND IMAGE PROCESSING
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Project_PPTqwertyujkopljjgdsasccnmmjjgfderhjknnvcdewtuijnbvcdsghnbggdc bbbb.pptx
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AN EXPERIMENTAL DESIGN & ANALYSIS OF PORTABLE USB POWERED THERMO ELECTRIC COOLER
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More from Eklavya Sharma
SMART HOME AUTOMATION USING MOBILE APPLICATION
Our smart home automation kit provides smartphone application based solutions for control &
energy optimization in industry, commercial buildings & homes. The kit requires a Arduino
Uno R3 having ATMega328 microcontroller for processing, Bluetooth module HC-06 is
required to transmit and receive data, relays are required to control the AC loads, ULN2003 IC
is used to drive the relays, an Android smartphone with the Smart Home Automation
application installed is required to control the AC loads fixed in the switch board and a power
supply of 12 V is required to power up the relays and Arduino requires the power supply of 7
V. If the DPDT (Double Pole Double Throw) switches are used then the kit can be made to
work manually as well as remotely.
Furthermore, the system can be improved for the door control, the temperature detection, the
light dimmer control etc. Similarly, the application can be improved for voice recognition. The
Smart Home Automation can be improved for receiving and sending signal through ESP8266
Wi-Fi module and can be controlled through mobile or computer via web.
Three-Axis Auto Stabilizing Video Camera Platform
Basically auto-stabilizing platform consists of platform which is balanced by movement of three servo motors in opposite direction to the movement of the platform. Arduino Uno process the tilt angles obtained from MPU-6050 and give instruction to the respective servo motors to rotate by certain angle depending on its previous position to balance or control the platform. The intent of the platform design is to maintain the platform at an initially selected angle while the support structure orientation changes. The software was written with logic to convert the digital data from the accelerometer and gyroscope to an acceleration and gyro magnitude vector and then converted
in degrees. The InvenSense MPU-6050 sensor contains a 3axis MEMS accelerometer and a 3axis MEMS gyro in a single chip whose outputs are calibrated properly by using KALMAN FILTER
to give the precise angle. The magnitude of the angle was then compared to a predetermined mathematical function to infer the angle of tilt of the platform. The angle of tilt is then converted
to angle of rotation for the servos to adjust their current position and bring the platform in balanced condition. Testing showed the platform to perform as expected. Although some error on the final angle was expected, the magnitude of the error observed indicated the platform design has a high sensitivity to low tolerance mechanical joints (slop). Overall the platform design was validated based on the positional accuracy of the platform given the low quality components used to create it. In other words, the platform performed greater than the sum of its parts.
MOBILE CONTROLLED ROBOTIC ARM USING ARDUINO AND HC-06
Design and control of RoboDroid to do monotonous job using a smartphone only. The robot is named ‘RoboDroid’ as it utilizes concept of both Robotics and Android.
It is a mechanical arm with movable base that is controlled by an
application through Android Smartphone via Bluetooth using a
most commonly used Bluetooth module HC-06 and programmed
with Arduino Uno. Research Paper ranked first in BITS apogee in Electronics and instrumentation.
Design a Highly Efficient Push-Pull converter for Photovoltaic Applications
Design a schematic to extract maximum obtainable solar power from a PV module and use the energy for a DC application. This project investigates in detail the concept of Maximum Power Point Tracking (MPPT) which significantly increases the efficiency of the solar photovoltaic system.
SMART HOME AUTOMATION USING MOBILE APPLICATION
This document outlines a smart home automation project using a mobile application to control home appliances via an Arduino board and Bluetooth module. The objectives are to understand smart home concepts, establish serial communication between Arduino and a mobile device, and design a user interface. The system allows controlling AC loads from an Android phone app through an Arduino, Bluetooth module, relays, and relay driver IC. A block diagram and flowchart illustrate the components and process. An App Inventor mobile app is created to provide the human-machine interface.
High efficiency push pull converter for photovoltaic applications
The object of this project is to design a high efficient DC-DC converter using Push-Pull topology.
A compact Dc-Dc converter with grid connection possibility and less switching losses.
MOBILE CONTROLLED ROBOTIC ARM USING ARDUINO AND HC-06
Design and control of RoboDroid to do monotonous job using a smartphone only. The robot is named ‘RoboDroid’ as it utilizes concept of both Robotics and Android.
It is a mechanical arm with movable base that is controlled by an
application through Android Smartphone via Bluetooth using a
most commonly used Bluetooth module HC-06 and programmed
with Arduino Uno. For more info- www.codevista.net
Three axis auto stabilizing video camera platform
It is self made 3 axis auto stabilizing platform project based on Arduino board. and using MPU-6050 gyroscope.
Auto Stabilizing Platform consists of platform which is balanced by movement of three servo motors in opposite direction to the movement of the platform.
Input output , heat rate characteristics and Incremental cost
This document discusses the input-output, heat rate, and incremental cost characteristics of thermal power plants. It defines input-output characteristics as a plot of fuel input versus power output. Heat rate is the ratio of fuel input to energy output and is the slope of the input-output curve. An incremental fuel rate curve plots the incremental fuel rate, or change in input divided by change in output, versus output. The incremental cost curve multiplies incremental fuel rate by fuel cost to determine incremental cost in monetary terms per unit of output. Economic dispatch of power plants aims to minimize total incremental costs while meeting demand.
Infinite bus bar in power system
Infinite bus bar is one which keeps constant voltage and frequency although the load varies. Thus it may behave like a voltage source with zero internal impedance and infinite rotational inertia.
Smart grid technology
The document discusses the evolution of electric grids from small localized systems in the late 1800s to today's large interconnected networks. It describes the development of alternating current which enabled long distance transmission. The document then defines electric grids, smart grids, and their key components and functions. Smart grids aim to modernize aging infrastructure, integrate renewable energy, improve reliability and efficiency, and give customers more control over energy usage and costs. The opportunities and challenges of implementing smart grid technologies are also examined.
Smart grid technology
(a).What is smart grid technology?
(b).Role and necessity of smart grid technology
(c).Benefits and application of grid
(d).Various challenge of grid
(e).Best possible location
Coal based thermal power plant
To study coal based thermal power plant including (a). Site selection (b). Classification (c). Merits and demerits (d). Environmental impacts (e). Basic layout (f). Various parts (g).Working.
Advanced Metering Infrastructure Standards and protocol
AMI stands for Advanced Metering Infrastructure. It consists of smart meters installed at consumer locations, fixed communication networks between utilities and consumers, and meter data management systems. AMI enables two-way communication between utilities and consumers to allow for complex pricing plans, demand response programs, and remote load control. Standards are important for ensuring interoperability between the different components that make up AMI systems.
HOME AUTOMATION USING ARDUINO
This document provides details on a home automation project using Arduino. The project aims to design a kit that can control AC loads like lights and fans from an Android phone using an Arduino microcontroller. It discusses the components required like a step-down transformer, Arduino, relays, Bluetooth module, and loads. The circuit diagram and Arduino code for controlling relays on button press from a Bluetooth-connected Android app are also provided. The conclusion states that the system provides a flexible and attractive user interface for home automation compared to other systems.
Advanced Metering Infrastructure Standards and protocol
This document provides an overview of advanced metering infrastructure (AMI) protocols, standards, and initiatives. It discusses what AMI is, the key technologies that comprise an AMI system including smart meters, communications infrastructure, home area networks, meter data management systems, and operational gateways. It also outlines various AMI communication and technology options. The document reviews relevant initiatives, policies, and standards related to the deployment and regulation of AMI systems.
Case study On KFC
Kentucky Fried Chicken (KFC) is the world's largest chicken restaurant chain, founded in the 1930s in Kentucky. KFC is now part of Yum! Brands and has over 36,000 locations globally. When KFC entered India in 1995 after economic liberalization, it faced protests from animal rights groups for its treatment of chickens and use of MSG flavoring. While KFC aims to deliver quality food and financial returns, its non-ethical practices and use of unhealthy oils have led to health and legal issues in some markets. The document discusses KFC's history, operations, goals, and challenges in India including addressing criticisms over its business methods.
Smart grid Technology
(a)What do you mean by smart substation, smart feeders & Transmission system?
(b)What is need of smart substation, smart feeders & Transmission system?
(c) What are various merits and benefits of smart substation, smart feeders & Transmission system?
(d) Various technologies to make adjusting system into smart substation, smart distribution & Transmission system?
A case study On Microsoft
Microsoft was founded in 1975 by Bill Gates and Paul Allen. It has grown to be a multinational technology corporation and the largest software maker in the world. Microsoft's major products include the Windows operating system and the Microsoft Office suite of productivity software. The company's vision is to make technology accessible to all through innovative products across a wide range of devices.
Enhancing The Quality Of Primary Education
This document discusses strategies to enhance the quality of primary education in India. It notes several problems with the current system such as untrained teachers, rigid curriculums, and lack of resources. The proposed solutions aim to make education more student-centered, involve the community, and improve teaching quality through teacher training and development. Key strategies include implementing relevant curricula, strengthening parent and community involvement, adopting new teaching methods, and providing ongoing professional development for teachers.
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MOBILE CONTROLLED ROBOTIC ARM USING ARDUINO AND HC-06
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Design a Highly Efficient Push-Pull converter for Photovoltaic Applications
High efficiency push pull converter for photovoltaic applications
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Advanced Metering Infrastructure Standards and protocol
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Eric Nizeyimana's document 2006 from gicumbi to ttc nyamata handball play
this notes have been created
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after readings
pe book for y2sme .
Unit-III-ELECTROCHEMICAL STORAGE DEVICES.ppt
Batteries -Introduction – Types of Batteries – discharging and charging of battery - characteristics of battery –battery rating- various tests on battery- – Primary battery: silver button cell- Secondary battery :Ni-Cd battery-modern battery: lithium ion battery-maintenance of batteries-choices of batteries for electric vehicle applications.
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The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
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Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
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the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
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A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMS
The smart irrigation system represents an innovative approach to optimize water usage in agricultural and landscaping practices. The integration of cutting-edge technologies, including sensors, actuators, and data analysis, empowers this system to provide accurate monitoring and control of irrigation processes by leveraging real-time environmental conditions. The main objective of a smart irrigation system is to optimize water efficiency, minimize expenses, and foster the adoption of sustainable water management methods. This paper conducts a systematic risk assessment by exploring the key components/assets and their functionalities in the smart irrigation system. The crucial role of sensors in gathering data on soil moisture, weather patterns, and plant well-being is emphasized in this system. These sensors enable intelligent decision-making in irrigation scheduling and water distribution, leading to enhanced water efficiency and sustainable water management practices. Actuators enable automated control of irrigation devices, ensuring precise and targeted water delivery to plants. Additionally, the paper addresses the potential threat and vulnerabilities associated with smart irrigation systems. It discusses limitations of the system, such as power constraints and computational capabilities, and calculates the potential security risks. The paper suggests possible risk treatment methods for effective secure system operation. In conclusion, the paper emphasizes the significant benefits of implementing smart irrigation systems, including improved water conservation, increased crop yield, and reduced environmental impact. Additionally, based on the security analysis conducted, the paper recommends the implementation of countermeasures and security approaches to address vulnerabilities and ensure the integrity and reliability of the system. By incorporating these measures, smart irrigation technology can revolutionize water management practices in agriculture, promoting sustainability, resource efficiency, and safeguarding against potential security threats.
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Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
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Computational Engineering IITH Presentation
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Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Sinan from the Delivery Hero mobile infrastructure engineering team shares a deep dive into performance acceleration with Gradle build cache optimizations. Sinan shares their journey into solving complex build-cache problems that affect Gradle builds. By understanding the challenges and solutions found in our journey, we aim to demonstrate the possibilities for faster builds. The case study reveals how overlapping outputs and cache misconfigurations led to significant increases in build times, especially as the project scaled up with numerous modules using Paparazzi tests. The journey from diagnosing to defeating cache issues offers invaluable lessons on maintaining cache integrity without sacrificing functionality.
Harnessing WebAssembly for Real-time Stateless Streaming Pipelines
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Eric Nizeyimana's document 2006 from gicumbi to ttc nyamata handball play
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3D Thermal Imaging
- 1. PROTECTION OF ELECTRICAL EQUIPMENT USING 3D THERMOGRAPHY AND IMAGE PROCESSING PRESENTED BY EKLAVYA SHARMA 12EBKEE031 B. K. BIRLA INSTITUTE OF ENGINEERING AND TECHNOLOGY, PILANI JANUARY 2015-2016 GUIDED BY MR. RAJESH SINGH SHEKHAWAT DEPARTMENT OF ELECTRICAL ENGINEERING
- 2. CONTENTS OBJECTIVE PROJECT OVERVIEW INTRODUCTION THERMAL IMAGING 3D THERMOGRAPHY HISTORY OF THERMAL IMAGING 3D IMAGE RECONSTRUCTION USING MATLAB IMAGE PROCESSING and RS-232 MATLAB CONCLUSION 2
- 3. OBJECTIVE To study thermal imaging technology for the protection of power system equipment To interface FLIR thermal imaging camera with MATLAB for real time thermal imaging of electrical power equipment To reconstruct 3D thermal models from multiple 2D views using MATLAB To measure the temperature of electrical power equipment by processing the infrared images from thermal camera To design a real time thermal imaging protection system that will identify the defects in the electrical power equipment and make fault decision To configure and control external hardware with the MATLAB to make corrective actions at the time of fault detection 3
- 4. THERMOGRAPHY Thermography is a method that forms an image using infrared radiation of objects. Thermal Imaging Cameras 4
- 6. 3D THERMOGRAPHY Challenges in 2D thermography 3D model generation technique and camera calibration in MATLAB 6
- 7. 3D MODEL FOR BUILDING INSPECTION 7
- 8. IMPORTANCE OF THERMOGRAPHY 8 Fast and accurate Non- contact measurement Safe and secure Better then thermocouples Cheaper
- 9. HISTORY Sir Frederick William Herschel invented infrared John Herschel invented thermograph Stefan-Boltzmann law on the concept of infrared Thermal camera invention 3D thermography 9
- 10. PROJECT OVERVIEW Aim is to design a thermal imaging system that can detect the faults in the power system and take corrective decision Thermography 3D reconstruction MATLAB Processing and fault detection Configuring external hardware with Matlab to control and act 10
- 11. COMPONENTS 1. FLIR Thermal Imaging Camera 2. MATLAB Software with computer vision tool box 3. RS232 Communication Cord 4. Microcontroller/PLC 11
- 12. BLOCK DIAGRAM THERMAL CAMERA INPUT REAL TIME 3D MODEL IN MATLAB PROCESSING TEMPERATURE MEASUREMENT AND DEFECCT DETECTION RS-232 INTERFACE PLC/ M CONTROLLER ACTION 12
- 13. Conclusion Application of thermography in power equipment diagnosis Advantages of 3D thermography Cheaper and more safer approach for the protection of power system network
- 14. REFERENCES [1]- A. Lisowska-List, S.A. Mitkowski & J. Augustyn, “Infrared technique and its application in science and engineering in the study plans of students in electrical engineering and electronic” in 2nd World Conference on Technology and Engineering Education Ljubljana, Slovenia, 5-8 September 2011 [2]- FLIR Systems Incorporated “IR Automation Guidebook: Temperature Monitoring and Control with IR Cameras” [3]- Xiangyang Ju, Jean-Christophe Nebel, J. Paul Siebert, on “3D Thermography Imaging Standardization Technique for Inflammation Diagnosis” at Digital Imaging Research Centre, School of Computing & Information Systems, Kingston University Kingston upon Thames, Surrey, KT1 2EE, UK [4]- Rub´en Usamentiaga , Pablo Venegas ,Jon Guerediaga, Laura Vega, Julio Molleda and Francisco G.Bulnes on “Infrared Thermography for Temperature Measurement and Non-Destructive Testing” at Sensors 2014, 14, 12305- 12348, ISSN 1424-8220, www.mdpi.com/journal/sensors [5]- FLIR Systems Incorporated “Thermal imaging cameras for Automation & Fire and Safety” [6]- W. E. Lorensen and H.e Cline, “Marching cubes: a high resolution 3D surface construction algorithm”, ACM Computer Graphics, 21, 1987 [7]-Sudhanshu Goel, Ripul Ghosh, Satish Kumar, Aparna Akula, on “A Methodical Review of Condition Monitoring Techniques For Electrical Equipment “ 14
- 15. THANK YOU 15