This 6 page document discusses flow through pipes and is authored by Gopalakrishnan.K and Vadakkinedath from Eloor East, Kerala, India. The document covers this topic across 6 pages but provides no other details about the content or analysis within each page.
This document provides a list of useful MS Word shortcut keys for exams and day-to-day work. It includes shortcuts for formatting text like bold, italics, underline, alignment and indentation. It also lists navigation shortcuts to move between documents, pages, lines and words. Common shortcuts are listed for editing text like copy, cut, paste, undo and redo. The shortcuts will help answer questions in competitive exams and make document preparation more efficient.
This document provides a list of keyboard shortcuts for Excel that help with navigating, selecting cells and ranges, formatting cells, and common editing tasks like copying, pasting, filling cells. Some key shortcuts include using Ctrl + arrows to select entire columns or rows, Ctrl + space to select entire columns, Shift + space for rows, and Alt + tab to switch between open programs. Function keys like F2, F7 and F12 perform actions like editing cells, spell checking, and saving files.
This document provides a summary of common shortcut keys in AutoCAD for 2D drawing, modifying objects, general navigation, 3D modeling, 3D modifying, and lighting/materials. Some of the most frequently used shortcuts include L for lines, E for erasing objects, AR for arraying objects, Z for zooming, and SHA for shading mode. The shortcuts allow users to draw and modify both 2D and 3D objects as well as navigate around drawings efficiently in AutoCAD.
The document discusses piping design and components. It covers piping materials like carbon steel, alloy steel and stainless steel. Key piping elements include pipes, fittings, flanges, valves, gaskets and bolting. Common piping components are described along with relevant standards for materials, dimensions and design considerations. Factors in pipe sizing and thickness calculation are also outlined.
The document discusses various topics related to refrigeration and air conditioning systems including:
1. Methods of refrigeration such as vapor compression, vapor absorption, thermoelectric, and magnetic refrigeration.
2. Key components like compressors, condensers, expansion devices, and evaporators.
3. Refrigeration cycle diagrams and concepts in the psychrometric chart.
4. Factors considered in air conditioning design like cooling, heating, humidity control, ventilation, and human comfort needs.
This document provides information on various types of turbines used in rotating equipment design. It discusses impulse and reaction turbines, and describes the basic mechanics and classifications of stages. Steam turbines are described in detail, including common types and configurations. Gas turbines are also covered, explaining the main components of compressors, combustors, and axial or radial flow turbines. Turbine performance parameters, controls, materials, and cooling techniques are summarized as well.
This document provides an overview of various types of pumps. It discusses displacement pumps, centrifugal pumps, and pumps that use electromagnetic force or mechanical impulse. It describes the characteristics, performance parameters, materials selection, and applications of centrifugal pumps and process pumps. Key points covered include the classification of pumps, measurement of pump performance, cavitation, net positive suction head, affinity laws, and the use of vertical and close-coupled pumps.
This 6 page document discusses flow through pipes and is authored by Gopalakrishnan.K and Vadakkinedath from Eloor East, Kerala, India. The document covers this topic across 6 pages but provides no other details about the content or analysis within each page.
This document provides a list of useful MS Word shortcut keys for exams and day-to-day work. It includes shortcuts for formatting text like bold, italics, underline, alignment and indentation. It also lists navigation shortcuts to move between documents, pages, lines and words. Common shortcuts are listed for editing text like copy, cut, paste, undo and redo. The shortcuts will help answer questions in competitive exams and make document preparation more efficient.
This document provides a list of keyboard shortcuts for Excel that help with navigating, selecting cells and ranges, formatting cells, and common editing tasks like copying, pasting, filling cells. Some key shortcuts include using Ctrl + arrows to select entire columns or rows, Ctrl + space to select entire columns, Shift + space for rows, and Alt + tab to switch between open programs. Function keys like F2, F7 and F12 perform actions like editing cells, spell checking, and saving files.
This document provides a summary of common shortcut keys in AutoCAD for 2D drawing, modifying objects, general navigation, 3D modeling, 3D modifying, and lighting/materials. Some of the most frequently used shortcuts include L for lines, E for erasing objects, AR for arraying objects, Z for zooming, and SHA for shading mode. The shortcuts allow users to draw and modify both 2D and 3D objects as well as navigate around drawings efficiently in AutoCAD.
The document discusses piping design and components. It covers piping materials like carbon steel, alloy steel and stainless steel. Key piping elements include pipes, fittings, flanges, valves, gaskets and bolting. Common piping components are described along with relevant standards for materials, dimensions and design considerations. Factors in pipe sizing and thickness calculation are also outlined.
The document discusses various topics related to refrigeration and air conditioning systems including:
1. Methods of refrigeration such as vapor compression, vapor absorption, thermoelectric, and magnetic refrigeration.
2. Key components like compressors, condensers, expansion devices, and evaporators.
3. Refrigeration cycle diagrams and concepts in the psychrometric chart.
4. Factors considered in air conditioning design like cooling, heating, humidity control, ventilation, and human comfort needs.
This document provides information on various types of turbines used in rotating equipment design. It discusses impulse and reaction turbines, and describes the basic mechanics and classifications of stages. Steam turbines are described in detail, including common types and configurations. Gas turbines are also covered, explaining the main components of compressors, combustors, and axial or radial flow turbines. Turbine performance parameters, controls, materials, and cooling techniques are summarized as well.
This document provides an overview of various types of pumps. It discusses displacement pumps, centrifugal pumps, and pumps that use electromagnetic force or mechanical impulse. It describes the characteristics, performance parameters, materials selection, and applications of centrifugal pumps and process pumps. Key points covered include the classification of pumps, measurement of pump performance, cavitation, net positive suction head, affinity laws, and the use of vertical and close-coupled pumps.
This document provides information on various types of material handling equipment used in industries. It begins with an overview of typical raw material and finished product handling flow diagrams. It then discusses different types of conveyors like screw conveyors, belt conveyors, vibrating conveyors, continuous-flow conveyors, flight conveyors, and pneumatic conveyors. Further sections cover storage bins, feeders, crushers and mills, screening equipment, rotary dryers, elevators, and silos. For each type of equipment, the document describes the basic working, common varieties used, and selection criteria based on the material properties.
Valves can be categorized based on their ends, materials, and pressure class. Common end types include screwed, socket weld, flanged, butt welded, and wafer. Common materials are cast iron, ductile iron, bronze, carbon steel, stainless steel, alloy steel, plastic, and glass. Pressure classes range from 150# to 4500#.
The document is a 54 page report authored by Gopalakrishnan.K of Vadakkinedath, Kerala dated October 30th, 2022. It discusses rotating equipment over 54 pages, with each page focusing on a different aspect or component of rotating equipment. The report provides detailed information and analysis of rotating equipment.
The document contains contact information for Gopalakrishnan in Kerala, India, followed by the repeated phrase "BEARING&LUBRICATION" over 30 lines. It concludes with "Thank you". The document appears to be advertising bearing and lubrication products or services without providing any further details.
The document appears to be a record from Piping & Mechanical dated October 30th, 2022 containing 31 entries of "PIPING & MECH." along with contact information for Gopalakrishnan.K in Vadakkinedath, Kerala at the beginning and a final "Thank You" entry at the end.
The document contains contact information for Gopalakrishnan.K who is located in Vadakkinedath, Eloor, Kerala and appears to work in the field of HE&HVAC (Heating, Ventilation and Air Conditioning). The document is primarily composed of the repeated acronym "HE&HVAC" and concludes by thanking the reader.
This document appears to be a letter from an individual named Gopalakrishnan.K who resides in Vadakkinedath, Eloor, Kerala. The document expresses thanks but does not provide any other details about the purpose or contents of the letter.
El documento proporciona instrucciones sobre la instalación, operación y solución de problemas de bombas y componentes de bombeo de la compañía PUMPS&COMP.S ubicada en Eloor, Kerala, India y dirigida por Gopalakrishnan.K y Vadakkinedath. Incluye secciones sobre instalación, operación, solución de problemas y agradecimientos.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
- Writing notes efficiently can save time by using symbols, abbreviations, and organization. Common symbols include * for important points, → for causes/results, and ↑/↓ for increases/decreases. Abbreviations can omit vowels or use the first few letters of a word. Omitting unnecessary words like articles and pronouns also makes notes more concise. Organizing notes with headings, underlining, and indentation helps with understanding later.
This document discusses the importance of listening skills. It notes that while listening takes up 45% of our communication time, it is the least taught skill. Good listening involves actively focusing on the speaker rather than just passively hearing words. Barriers to effective listening include distractions, preparing a response rather than understanding the message, and biases. The document recommends developing active listening skills like making eye contact, reflecting on what is said to show understanding, and avoiding criticism. Overall, listening is key to building relationships and resolving conflicts through open communication.
El documento es una presentación sobre bombas realizada por Gopalakrishnan.K. de Vadakkinedath, Eloor East, Kerala, India. Consiste en repetir la palabra "PUMPS" varias veces sin incluir ningún otro contenido o información sobre bombas.
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.
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Sinan KOZAK
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.
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/)
This document provides information on various types of material handling equipment used in industries. It begins with an overview of typical raw material and finished product handling flow diagrams. It then discusses different types of conveyors like screw conveyors, belt conveyors, vibrating conveyors, continuous-flow conveyors, flight conveyors, and pneumatic conveyors. Further sections cover storage bins, feeders, crushers and mills, screening equipment, rotary dryers, elevators, and silos. For each type of equipment, the document describes the basic working, common varieties used, and selection criteria based on the material properties.
Valves can be categorized based on their ends, materials, and pressure class. Common end types include screwed, socket weld, flanged, butt welded, and wafer. Common materials are cast iron, ductile iron, bronze, carbon steel, stainless steel, alloy steel, plastic, and glass. Pressure classes range from 150# to 4500#.
The document is a 54 page report authored by Gopalakrishnan.K of Vadakkinedath, Kerala dated October 30th, 2022. It discusses rotating equipment over 54 pages, with each page focusing on a different aspect or component of rotating equipment. The report provides detailed information and analysis of rotating equipment.
The document contains contact information for Gopalakrishnan in Kerala, India, followed by the repeated phrase "BEARING&LUBRICATION" over 30 lines. It concludes with "Thank you". The document appears to be advertising bearing and lubrication products or services without providing any further details.
The document appears to be a record from Piping & Mechanical dated October 30th, 2022 containing 31 entries of "PIPING & MECH." along with contact information for Gopalakrishnan.K in Vadakkinedath, Kerala at the beginning and a final "Thank You" entry at the end.
The document contains contact information for Gopalakrishnan.K who is located in Vadakkinedath, Eloor, Kerala and appears to work in the field of HE&HVAC (Heating, Ventilation and Air Conditioning). The document is primarily composed of the repeated acronym "HE&HVAC" and concludes by thanking the reader.
This document appears to be a letter from an individual named Gopalakrishnan.K who resides in Vadakkinedath, Eloor, Kerala. The document expresses thanks but does not provide any other details about the purpose or contents of the letter.
El documento proporciona instrucciones sobre la instalación, operación y solución de problemas de bombas y componentes de bombeo de la compañía PUMPS&COMP.S ubicada en Eloor, Kerala, India y dirigida por Gopalakrishnan.K y Vadakkinedath. Incluye secciones sobre instalación, operación, solución de problemas y agradecimientos.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
- Writing notes efficiently can save time by using symbols, abbreviations, and organization. Common symbols include * for important points, → for causes/results, and ↑/↓ for increases/decreases. Abbreviations can omit vowels or use the first few letters of a word. Omitting unnecessary words like articles and pronouns also makes notes more concise. Organizing notes with headings, underlining, and indentation helps with understanding later.
This document discusses the importance of listening skills. It notes that while listening takes up 45% of our communication time, it is the least taught skill. Good listening involves actively focusing on the speaker rather than just passively hearing words. Barriers to effective listening include distractions, preparing a response rather than understanding the message, and biases. The document recommends developing active listening skills like making eye contact, reflecting on what is said to show understanding, and avoiding criticism. Overall, listening is key to building relationships and resolving conflicts through open communication.
El documento es una presentación sobre bombas realizada por Gopalakrishnan.K. de Vadakkinedath, Eloor East, Kerala, India. Consiste en repetir la palabra "PUMPS" varias veces sin incluir ningún otro contenido o información sobre bombas.
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.
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Sinan KOZAK
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.
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%.
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.
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.
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.
Build the Next Generation of Apps with the Einstein 1 Platform.
Rejoignez Philippe Ozil pour une session de workshops qui vous guidera à travers les détails de la plateforme Einstein 1, l'importance des données pour la création d'applications d'intelligence artificielle et les différents outils et technologies que Salesforce propose pour vous apporter tous les bénéfices de l'IA.
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.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
Comparative analysis between traditional aquaponics and reconstructed aquapon...bijceesjournal
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
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.
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.