-What is Sensitivity Analysis in Project Risk Management?
-Example on Sensitivity Analysis….
-Types of Sensitivity Analysis……
-Advantages & Disadvantages
What Does Sensitivity Analysis Mean?
A technique used to determine how different values of an independent variable will impact a particular dependent variable under a given set of assumptions. This technique is used within specific boundaries that will depend on one or more input variables, such as the effect that changes in interest rates will have on a bond's price.
Sensitivity analysis is a way to predict the outcome of a decision if a situation turns out to be different compared to the key prediction(s).
-What is Sensitivity Analysis in Project Risk Management?
-Example on Sensitivity Analysis….
-Types of Sensitivity Analysis……
-Advantages & Disadvantages
What Does Sensitivity Analysis Mean?
A technique used to determine how different values of an independent variable will impact a particular dependent variable under a given set of assumptions. This technique is used within specific boundaries that will depend on one or more input variables, such as the effect that changes in interest rates will have on a bond's price.
Sensitivity analysis is a way to predict the outcome of a decision if a situation turns out to be different compared to the key prediction(s).
The technique used to determine how independent variable values will impact a particular dependent variable under a given set of assumptions is defined as sensitive analysis. It’s usage will depend on one or more input variables within the specific boundaries, such as the effect that changes in interest rates will have on a bond’s price.
Modeling and simulation is the use of models as a basis for simulations to develop data utilized for managerial or technical decision making. In the computer application of modeling and simulation a computer is used to build a mathematical model which contains key parameters of the physical model.
The technique used to determine how independent variable values will impact a particular dependent variable under a given set of assumptions is defined as sensitive analysis. It’s usage will depend on one or more input variables within the specific boundaries, such as the effect that changes in interest rates will have on a bond’s price.
Modeling and simulation is the use of models as a basis for simulations to develop data utilized for managerial or technical decision making. In the computer application of modeling and simulation a computer is used to build a mathematical model which contains key parameters of the physical model.
The series of presentations contains the information about "Management Information System" subject of SEIT for University of Pune.
Subject Teacher: Tushar B Kute (Sandip Institute of Technology and Research Centre, Nashik)
http://www.tusharkute.com
This presentations covers Definition of Operations Research , Models, Scope,Phases ,advantages,limitations, tools and techniques in OR and Characteristics of Operations research
Plasma pyrolysis Technology for waste management (covid waste,hospital waste,...SABARINATH C D
Plasma pyrolysis is in the forefront of modern waste treatment. There is great potential for
development of thermal plasma pyrolysis technologies applicable to waste management with
energy and material recovery. Although important research progress in this area has been
made in recent years, there are still considerable technical challenges to be faced in
developing and modifying thermal plasma pyrolysis processes for industrial applications.
Plasma pyrolysis process fulfils all the technical requirements to treat hazardous waste safely.
It is easy to maintain the arc in an oxygen-free environment, or one can vary the gas to alter
the chemistry of the process. The plasma pyrolysis system can have instant start and shut
down. It is possible to add features like interlocks and automation that make the system user
friendly. The plasma pyrolysis technology overcomes almost all the drawbacks of the
existing waste-disposal technologies. It provides a complete solution for the safe disposal of
medical waste. In addition, organic mass to gas conversion is more than 99% and it does not
require segregation of chlorinated hydrocarbons. The gases obtained after the pyrolysis are
rich in energy content and can be used to recover energy.
Role of chemical engineers to combat COVID 19 PandemicSABARINATH C D
Role of chemical engineer to combat COVID 19 Pandemic:
COVID-19,it is a disease caused by the SARS-CoV-2 virus. It was identified in December
2019 at Wuhan in China. On 11 March 2020 World Health Organization declared that it is a
global pandemic. Millions of people disrupted by this infectious respiratory disease outbreak.
All professionals are contributing to reduce this pandemic .as well as chemical engineering
professionals respond to this scenario. From the development of smaller, faster computer
chips to innovations in recycling, treating diseases, water treatment, and generating energy,
the processes and products that chemical engineers have helped to create a better world
.There are lot of great achievements, bold innovators, and new frontiers in the fields of
energy, the environment, biomedicine, electronics, food production, and materials from the
world of chemical engineering. So the chemical engineers are joining to respond to the
COVID-19 challenges. They can contribute more to help society through this pandemic.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
An Approach to Detecting Writing Styles Based on Clustering Techniquesambekarshweta25
An Approach to Detecting Writing Styles Based on Clustering Techniques
Authors:
-Devkinandan Jagtap
-Shweta Ambekar
-Harshit Singh
-Nakul Sharma (Assistant Professor)
Institution:
VIIT Pune, India
Abstract:
This paper proposes a system to differentiate between human-generated and AI-generated texts using stylometric analysis. The system analyzes text files and classifies writing styles by employing various clustering algorithms, such as k-means, k-means++, hierarchical, and DBSCAN. The effectiveness of these algorithms is measured using silhouette scores. The system successfully identifies distinct writing styles within documents, demonstrating its potential for plagiarism detection.
Introduction:
Stylometry, the study of linguistic and structural features in texts, is used for tasks like plagiarism detection, genre separation, and author verification. This paper leverages stylometric analysis to identify different writing styles and improve plagiarism detection methods.
Methodology:
The system includes data collection, preprocessing, feature extraction, dimensional reduction, machine learning models for clustering, and performance comparison using silhouette scores. Feature extraction focuses on lexical features, vocabulary richness, and readability scores. The study uses a small dataset of texts from various authors and employs algorithms like k-means, k-means++, hierarchical clustering, and DBSCAN for clustering.
Results:
Experiments show that the system effectively identifies writing styles, with silhouette scores indicating reasonable to strong clustering when k=2. As the number of clusters increases, the silhouette scores decrease, indicating a drop in accuracy. K-means and k-means++ perform similarly, while hierarchical clustering is less optimized.
Conclusion and Future Work:
The system works well for distinguishing writing styles with two clusters but becomes less accurate as the number of clusters increases. Future research could focus on adding more parameters and optimizing the methodology to improve accuracy with higher cluster values. This system can enhance existing plagiarism detection tools, especially in academic settings.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
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Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
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
Forklift Classes Overview by Intella PartsIntella Parts
Discover the different forklift classes and their specific applications. Learn how to choose the right forklift for your needs to ensure safety, efficiency, and compliance in your operations.
For more technical information, visit our website https://intellaparts.com
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...ssuser7dcef0
Power plants release a large amount of water vapor into the
atmosphere through the stack. The flue gas can be a potential
source for obtaining much needed cooling water for a power
plant. If a power plant could recover and reuse a portion of this
moisture, it could reduce its total cooling water intake
requirement. One of the most practical way to recover water
from flue gas is to use a condensing heat exchanger. The power
plant could also recover latent heat due to condensation as well
as sensible heat due to lowering the flue gas exit temperature.
Additionally, harmful acids released from the stack can be
reduced in a condensing heat exchanger by acid condensation. reduced in a condensing heat exchanger by acid condensation.
Condensation of vapors in flue gas is a complicated
phenomenon since heat and mass transfer of water vapor and
various acids simultaneously occur in the presence of noncondensable
gases such as nitrogen and oxygen. Design of a
condenser depends on the knowledge and understanding of the
heat and mass transfer processes. A computer program for
numerical simulations of water (H2O) and sulfuric acid (H2SO4)
condensation in a flue gas condensing heat exchanger was
developed using MATLAB. Governing equations based on
mass and energy balances for the system were derived to
predict variables such as flue gas exit temperature, cooling
water outlet temperature, mole fraction and condensation rates
of water and sulfuric acid vapors. The equations were solved
using an iterative solution technique with calculations of heat
and mass transfer coefficients and physical properties.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
2. Simulation is imitation of some real thing or a process.
The act of simulating something generally involves representation of
certain key characteristics or behavior of a selected system.
3. Simulation is the process of designing a model of a real system
and conducting experiments with this model for the purpose of
understanding the behavior for the operation of the system.
4. Simulation techniques can be used to assist management decision-making, where
analytical methods are either not available or inappropriate.
A simulation model is a mathematical model that calculates the impact of
uncertain inputs and decisions we make on outcomess that we care about, such as
profit and Loss, investment returns, etc.
A simulation model will include:
Model inputs that are uncertain numbers/ uncertain variabless
Intermediate calculations as required
Model outputs that depend on the inputs – These are uncertain functions
5. Identify the problem :
The simulation process is used to solve a problem only when the assumptions
required for analytical models are not satisfied.
Identify the decision variables and decide the performance:
The inventory control situation, the demand, lead time and safety stock are
identified as decision variables and measure the performance.
Construct a simulation model :
For developing a simulation model, an intimate understanding of the relationships
among the elements of the system being required.
6. Testing and validating the model :
Any simulation model must represent the system under study. This requires comparing
a model with actual system validation process.
Designing of the experiment :
It refers to controlling the conditions of the study, such as the variables to include. In
this situations where observations are taken but the conditions of the study are not
controlled.
Run the simulation model :
The computer to get the results in the form of operating characteristics.
Evaluating the result :
The simulation process is complete, then select the best course of action, otherwise make
desired changes in model decisions variables.
7. Time dependent and time independent simulation :
In time dependent simulation know the precise time when the event is likely to occur,
but incase of time independent simulation it is not important to know the time when the
event is occur.
Corporate and financial simulations :
The corporate and financial simulation is used in corporate
planning, especially the financial aspects. The models integrate
production, finance, marketing, and other functions.
Visual interactive simulation :
It uses computer graphic displays to present the consequences of change in
the value of input variations in the model.
8. It is useful for sensitivity analysis of complex systems.
It is suitable to analyze large and complex problems that cannot be solved by the
usual quantitative methods.
It is the remaining tool when all other techniques become intractable or fail.
It can be used as a pre-service test to try out new policies and decision rules for
operating a system.
9. Sometimes simulation models are expensive and take a long time to develop.
The simulation model does not produce answers by itself.
It is the trial and error approach that produces different solutions in repeated
runs
It does not generate optimal solutions to the problems.