This presentation is intended to give the reader a brief of Lean Six Sigma. It is tried to impart the knowledge based on personal learnings and literature available over the internet related to Lean Six Sigma Yellow and Green Belt.
This Lean Six Sigma Yellow Belt Training and Certification Course helps you understand Six Sigma principles, tools, and examples, and do a realistic project in a step-by-step manner.
Lean six sigma explained: Beginners trainingQualsys Ltd
A free online introduction to Lean six sigma principles.
Includes lean six sigma tools, philosophy, disciplines, history overview of lean six sigma, applying DMAIC for complex decision making, using Qualsys EQMS software for Lean Six Sigma.
This Toolkit was created by ex-McKinsey, Deloitte and BCG Management Consultants specialized in Lean Six Sigma. It includes all the Frameworks, Best Practices & Templates required to adopt and implement Lean 6 Sigma within your organization using the world-class DMAIC approach. Build success stories such as Motorola who saved over $16 billion in costs and increased customer satisfaction by 15% using Lean 6 Sigma.
This Toolkit in PowerPoint and Excel includes frameworks, tools, templates, tutorials, real-life examples, best practices, and video training.
This Powerpoint presentation is only a small preview of our Toolkit.
You can download the entire Toolkit in Powerpoint and Excel at www.domontconsulting.com
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
This Lean Six Sigma Yellow Belt Training and Certification Course helps you understand Six Sigma principles, tools, and examples, and do a realistic project in a step-by-step manner.
Lean six sigma explained: Beginners trainingQualsys Ltd
A free online introduction to Lean six sigma principles.
Includes lean six sigma tools, philosophy, disciplines, history overview of lean six sigma, applying DMAIC for complex decision making, using Qualsys EQMS software for Lean Six Sigma.
This Toolkit was created by ex-McKinsey, Deloitte and BCG Management Consultants specialized in Lean Six Sigma. It includes all the Frameworks, Best Practices & Templates required to adopt and implement Lean 6 Sigma within your organization using the world-class DMAIC approach. Build success stories such as Motorola who saved over $16 billion in costs and increased customer satisfaction by 15% using Lean 6 Sigma.
This Toolkit in PowerPoint and Excel includes frameworks, tools, templates, tutorials, real-life examples, best practices, and video training.
This Powerpoint presentation is only a small preview of our Toolkit.
You can download the entire Toolkit in Powerpoint and Excel at www.domontconsulting.com
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
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
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.
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.
We have compiled the most important slides from each speaker's presentation. This year’s compilation, available for free, captures the key insights and contributions shared during the DfMAy 2024 conference.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Water billing management system project report.pdfKamal Acharya
Our project entitled “Water Billing Management System” aims is to generate Water bill with all the charges and penalty. Manual system that is employed is extremely laborious and quite inadequate. It only makes the process more difficult and hard.
The aim of our project is to develop a system that is meant to partially computerize the work performed in the Water Board like generating monthly Water bill, record of consuming unit of water, store record of the customer and previous unpaid record.
We used HTML/PHP as front end and MYSQL as back end for developing our project. HTML is primarily a visual design environment. We can create a android application by designing the form and that make up the user interface. Adding android application code to the form and the objects such as buttons and text boxes on them and adding any required support code in additional modular.
MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software. It is a stable ,reliable and the powerful solution with the advanced features and advantages which are as follows: Data Security.MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software.
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
Online aptitude test management system project report.pdfKamal Acharya
The purpose of on-line aptitude test system is to take online test in an efficient manner and no time wasting for checking the paper. The main objective of on-line aptitude test system is to efficiently evaluate the candidate thoroughly through a fully automated system that not only saves lot of time but also gives fast results. For students they give papers according to their convenience and time and there is no need of using extra thing like paper, pen etc. This can be used in educational institutions as well as in corporate world. Can be used anywhere any time as it is a web based application (user Location doesn’t matter). No restriction that examiner has to be present when the candidate takes the test.
Every time when lecturers/professors need to conduct examinations they have to sit down think about the questions and then create a whole new set of questions for each and every exam. In some cases the professor may want to give an open book online exam that is the student can take the exam any time anywhere, but the student might have to answer the questions in a limited time period. The professor may want to change the sequence of questions for every student. The problem that a student has is whenever a date for the exam is declared the student has to take it and there is no way he can take it at some other time. This project will create an interface for the examiner to create and store questions in a repository. It will also create an interface for the student to take examinations at his convenience and the questions and/or exams may be timed. Thereby creating an application which can be used by examiners and examinee’s simultaneously.
Examination System is very useful for Teachers/Professors. As in the teaching profession, you are responsible for writing question papers. In the conventional method, you write the question paper on paper, keep question papers separate from answers and all this information you have to keep in a locker to avoid unauthorized access. Using the Examination System you can create a question paper and everything will be written to a single exam file in encrypted format. You can set the General and Administrator password to avoid unauthorized access to your question paper. Every time you start the examination, the program shuffles all the questions and selects them randomly from the database, which reduces the chances of memorizing the questions.
Online aptitude test management system project report.pdf
Lean Six Sigma - Concept & Application
1. Lean Six Sigma
Concept and Application
Presenter: Husnain Shahid | Planning & Scheduling Engineer | husnain.shahid@live.com
2. Lean Six Sigma | Concept and Application
There is nothing so useless as doing
efficiently that which should not be done
at all.
- Peter Drucker
Background Concept Tools & Techniques
3. Why and where from the Lean Six Sigma came!
• A compound of two individual manufacturing systems, Lean & Six Sigma.
• In the competitive industrial era of the 20th century, progressive
companies experimented and developed their own smart systems to stay
ahead in terms of revenue thru quality improvement, waste reduction,
savings and expansion.
• Lean comes form Japan, while Six Sigma has its roots in the USA.
Background Concept Tools & Techniques
4. What Lean Six Sigma is!
Background Concept Tools & Techniques
• Lean, a systematic approach to identifying and eliminating waste in
processes, is almost a synonym to Toyota Production System (TPS) as it
matured there.
• However, it is debated that Mr. Henry Ford of Ford Motors firstly introduced
the “Flow” concept – a part of Lean – at his plants in 1913.
• Six Sigma, a set of techniques and tools that improves process capability,
was introduced by an American engineer, Bill Smith, at Motorola in 1986.
• It originated from a statistical quality control for manufacturing plants
initially, however, it is used as an approach in almost every sector from
marketing to banking now.
5. The idea behind use of Lean Six Sigma in processes
Both systems complement each other by:
• Identifying and streamlining the process elements that are worth
working on and getting rid of those elements that are causing waste
(Lean Approach)
• Optimizing the process elements identified after Lean, by reducing
variation and cycle-time thru statistical and data-driven approach (Six
Sigma Approach)
Background Concept Tools & Techniques
7. Lean Projects and the Concept of Waste
Identification of 3 types of wastes:
1. Activities that consume resources without providing additional value
2. Overuse of resources (equipment or manhours)
3. Operational “unevenness” or “variation” which decreases efficiency
Goals:
• Improved productivity and efficiency
• Reduced lead/process times
• Lower inventory and storage costs
• Decreased overall costs
• Greater quality and customer satisfaction
8. • The term, Six Sigma - 6σ , has its origin in statistics as ‘σ’ represents the
Standard Deviation.
• Six Sigma, in literal terms, aims to reduce ‘variation’ down to negligible, as
6σ has acceptable range of 99.9999998% or 3.4 defects per million
opportunities (DPMO)
Six Sigma and Statistics
DPMO =
(Defects/Opportunitie
s) * 1,000,000
10. Lean Six Sigma Terminologies
• Unit: Item produced or created
• Defect: Anything that causes a failure
• Opportunity: Possibility of a quality issue
• DPO: Defects/(Units * Opportunity)
• DPMO: (Defects / Units * Opportunities) * Total 1,000,000
• Yield: 1-DPO (It is the ability of the process to produce defect-free units)
• Variance: Deviation from the desired product / process result
• X: Independent Variables
• Y: Dependent Variables
• CTQ: Critical To Quality
11. How to Take On a Lean Six Sigma Project
There are two basic methodologies to carry out an LSS project:
1. DMADC – suitable for designing a product or process
2. DMAIC – suitable for already existing product or process
As we are dealing more with already existing processes, DMAIC is our thing!
Background Tools & Techniques
Concept
13. DMAIC - Define Phase
Purpose:
• Identify and describe the problems that need to be solved
• Organize the project team [Certified Black Belt & Green Belts personnel]
• Evaluate the weightage of the problem for the organization
Steps:
1. Project selection and scope
2. Establish charter of the project
3. Definition of the Defect [or CTQ]
Tools & Techniques:
1. Charter
2. SIPOC
3. Affinity Diagram
4. Swimlane Map
5. Tree Diagram
16. DMAIC - Define Phase | Affinity Diagram
Voice of Customer [VOC]:
1. No leakage / splash
2. Job completion before planned startup
3. Nothing missed in inspection
4. Everything arranged in area
5. Prearrangements before job start
6. Plant operation till next TA
CTQs:
• Safety
• Timely production
• Reliability
• Safety
• Timely production
• Reliability
Safety
Reliability
Timely Prod.
1
4
2
3
6
4
17. DMAIC - Measure Phase
Purpose:
• To define the quantifiable defect
• To collect baseline information regarding process
• To ensure system for measurements of X’s & Y’s in place
Steps:
1. Determine Project’s Y (i.e. measurable end result)
2. Baseline performance
3. Goal determination based on baseline performance
Tools & Techniques:
1. Tree Diagram
2. Performance Standard
18. DMAIC - Measure Phase | Tree Diagram
Project ‘Y’
Project
‘X’
Y = F(X)
19. Definition:
Requirement(s) or specification(s) imposed by the customer on the Project ‘Y’
Parameters:
• What does the customer want?
• CTQ
• What is a good product/process?
• Specification Limits
• What is a defect?
• Outside Specification Limit
DMAIC - Measure Phase | Performance Standard
LSL USL
21. DMAIC – Analyze Phase
Purpose:
• To determine which process parameters (X), have the most effect (i.e.
reduces the variation) on the critical process results (Y)
Steps:
1. Identifying maximum probable causes of variation
2. Analyzing the probable causes of variation
3. Determining the ‘main cause’ and other contributing factors of ‘variation’
Tools & Techniques:
1. Pareto Chart
2. 5 Whys
3. Ishikawa Diagram
4. Run Chart
26. DMAIC – Improve Phase
Purpose:
• To identify opportunities for improvement, substantiated with information on
the way these improvements help achieve the project goals
Steps:
1. Finding or creating the most optimal solutions
2. Testing the solution (pilot projects, etc.)
3. Implementing and reviewing the solution on main project scale
Tools & Techniques:
1. Value Stream Mapping
2. Impact Effort Matrix
3. Benchmarking
30. DMAIC – Control Phase
Purpose:
• To implement the finalized solutions after ensuring that the solution is
compatible with the process and organization
• To monitor and respond to the undesired dip in improvement
Steps:
1. Development and ensuring the accuracy of process control checks
2. Implementing, proving and controlling the improvement
3. Documentation and project handover
Tools & Techniques:
1. Control Chart
2. Mistake Proofing
3. Monitoring & Response