Overall Equipment Effectiveness (OEE)

OEE is a measure of how well a planned production time of an equipment is utilized to produce good products. It can be measured from 0% to 100%.

Its not only the equipment, effectiveness of achieving target number of good products, of all operations, whether it is manual, automatic or semiautomatic can be measured using OEE.

Now we shall discuss all factors which will affect OEE.

OEE Factors

OEE depends on three major factors.

• Availability
• Performance
• Quality

We will be discussing these three factors in the following sections…

How to calculate OEE

We can calculate OEE by two methods. One is very simple and less data is required. The other one requires more data, but for improving OEE we prefer second method since it has more data.

Lets move into detail…

OEE calculation – Method 1

Following formula is used for calculating OEE in this method.

OEE = (Total no of good products produced × cycle time) / Planned production time

But in this method, we did’t get an idea of which three factors of OEE is lagging behind. Only after knowing this information, we can improve those factors.

But for quick calculation we can use this method.

OEE calculation – Method 2

Initially we need to calculate three factors, Availability, Performance and quality.

And finally OEE is calculated by multiplying these three OEE factors.

Lets look in to these factors, in detail…

Availability

Availability factor is the measure of how well a planned production time is used for producing products.

Availability is calculated by the following formula,

Availability = Run time / Planned production time

Run Time is obtained by reducing idle time from Planned production time.

           Run Time = Planned production time − Idle time

Idle time is the time for which machine is not running. This can be due to breakdown, material shortage, power failure, change over, etc.

Performance

Performance factor is a measure of how well a machine is able to maintain its cycle time for producing parts.

Performance factor is calculated by following formula,

Performance = (Cycle Time × Total products produced) / Run Time

Cycle time can be calculated by time study.

Quality factor

Quality factor measures how well a machine is able to produce good parts.

Quality factor is calculated by following formula,

Quality factor = No of good products produced / Total no of products produced

OEE calculation

OEE is calculated by multiplying the above three factors

OEE = Availability × Performance × Quality

If the equations for Availability, Performance, and Quality are substituted in the above and reduced to their simplest terms the result is:

OEE = (No of good products produced × Cycle Time) / Planned Production Time

OEE calculation Example

Now let’s walk through a complete example using the method 2 of OEE calculation. Here is data recorded for the first shift:

Initially we need to calculate the following …

Planned production time

Formula for calculating planned production time is,

Duration of shift − Total break duration

480 minutes − 60 minutes = 420 minutes

Run time

The next step is to calculate the amount of time that production was actually running.

The formula is,

Run Time = Planned production time − Idle time

= 420 minutes − 55 minutes

= 365 minutes

No of good products produced

No of products produced =  Total products produced − Total rejected nos

= 490 products − 40 products

= 450 products

Availability

Availability = Run Time / Planned Production Time

= 365 minutes / 420 minutes

= 0.869 (86.90%)

Performance

Performance = (Cycle Time × Total products produced) / Run Time

= (40.0 seconds × 490 ) / (365 × 60 seconds)

= 0.895 (89.5%)

Quality factor

Quality factor = No of good products produced / Total no of products produced

= 450 / 490

= 0.9183 (91.83%)

OEE CALCULATION

Finally, OEE is calculated by multiplying the three OEE factors.

Availability × Performance × Quality

= 0.869 × 0.895 × 0.9183

= 0.7142 (71.42 %)

OEE can also be calculated using a simple method (method 1).

Formula is,

OEE = (Total no of good products produced × cycle time / Planned production time

= (450 products × 40.0 seconds) / (420 minutes × 60 seconds) = 0.7142 (71.42%)

The result is the same in both cases. The OEE for this shift is 71.42%.

Thanks for reading

I am thankful to Mr. Abin Antony for contributing to this article.

If you know any subject that can be related to manufacturing industry or industrial engineering, you can earn some income by becoming article contributor of this website. For knowing more about it, please visit Join us page.

You don’t need to have any experience in article writing, just knowledge on the subject is needed.

Also you can know more about our team of article contributors by visiting the about us page.

About the Article Contributor

Visit his LinkedIn profile, for knowing more about him

Latest Articles from Know Industrial Engineering

• 
  How to add dimensions in AutoCAD
  We all know that AutoCAD is a powerful tool for drafting and designing and it is widely used in various fields such as engineering, construction, architecture etc. If you want to learn more about AutoCAD you can check the articles here. In today’s article, we are going to talk about a very important tool that is present in AutoCAD and that is dimension. Dimension is an essential tool found in AutoCAD which is used for communicating the size, scale, and relationships between different elements in a drawing so in this article, we will explore this AutoCAD tool and we will… Read more: How to add dimensions in AutoCAD
• 
  What will happen if you don’t hire an Industrial Engineer
  If you don’t hire an industrial engineer, you might be missing out on a crucial opportunity to optimize your business processes, improve efficiency, and ultimately save both time and money. Industrial engineers are professionals who specialize in finding ways to make systems and processes work better. Here are some compelling reasons why hiring an industrial engineer can be a game-changer for your organization. First and foremost, industrial engineers are experts in process improvement. They have the knowledge and skills to analyze your current operations, identify bottlenecks and inefficiencies, and suggest practical solutions to streamline your workflow. By implementing their recommendations,… Read more: What will happen if you don’t hire an Industrial Engineer
• 
  Why a candidate with Industrial Engineering background is most suitable to lead a factory
  I prefer candidates with an Industrial Engineering background to lead factory Operations or similar higher roles for several below compelling reasons. In addition to their traditional responsibilities, an individual with this background brings unique skills and perspectives to the role, fostering enhanced efficiency and innovation across the entire organization. Industrial Engineers are adept at optimizing processes, which is a critical component of a successful factory operation. Their expertise in streamlining workflows, reducing waste, and enhancing productivity aligns perfectly with the role. They can create a culture of continuous improvement, ensuring that the factory operates at its highest potential. Furthermore, a… Read more: Why a candidate with Industrial Engineering background is most suitable to lead a factory
• 
  Unit Per People Hour (UPPH)
  Unit per people hour is a measure of manhour used for manufacturing a product. It is abbreviated as UPPH. In this article lets discuss some formulas related to this and the uses of UPPH. At the end of this article you will be able access an online tool related UPPH, where you can enter the required data and generate reports including graphs. Please note this online tools will be only accessible to our premium subscribers. Ok… lets dive deep in to the UPPH and learn about it. How UPPH is calculated, with Example Suppose, 4 people should work for 1… Read more: Unit Per People Hour (UPPH)
• 
  Unit Per Hour (UPH)
  Unit per hour is a measure of capacity of manufacturing or assembly line in a factory. Unit per hour is abbreviated a UPH. UPH means, how many units a manufacturing line or assembly can be produced in an hour. Let’s discuss this in detail. We will include following in this article. You may refer a demonstration of our UPH tool from YouTube video end of this article. UPH tool is available at the end of this article. Please note it will be available only for our premium subscribers. Ok… Lets continue with our topic and learn more about UPH. What… Read more: Unit Per Hour (UPH)
• 
  How to grade operators in a factory and Why
  Grading of the operators is categorizing or grouping the operators according to the various factors which is essential to do the job. In this article we will be discussing on how to grade operators along with the factors to be considered. So, stay tuned… We are explaining everything with practical examples. Before moving to our topic, we should discuss, why we grade operators or its purpose. Its very important, because you may need this information to convince the benefits to management and operators. In this article we have given examples of apparel industry… Let’s start… Why should we do Grading… Read more: How to grade operators in a factory and Why
• 
  50 Problems which 5S Solve
  In this article we will be discussing about 50 problems in your factory, which can be solved by implementing 5S. Below, we have listed 50 problems and explained how these problems are solved using 5S. Before moving in to list, if you not yet attended our 5S training we recommend to do it. So, that you will be able to understand below concepts more clearly. Click below button to book your seat for next 5S training. 50 Problems which can be solved through 5S Implementation
• 
  Andon in Manufacturing
  Visual controls are the major part in any stream of business. May be Production, Road transport, Railway stations and in home appliances. Andon is a visual management tool used in lean manufacturing to communicate the status of production to the operators or the production team. The status can be Break down, Material Shortage, Quality issue, Behind production target or an error. This lean tool, Andon, uses colored lights or signals to communicate to the team. This system uses different color codes which have defined actions or meanings. We will be discussing this further in this article. Some times audible alarms… Read more: Andon in Manufacturing
• 
  A guide on Key Performance Indicator
  A Key Performance Indicator (KPI) is a measurable metric that evaluates success and aligns actions with strategic goals in business. In the dynamic landscape of modern business, staying ahead requires more than just intuition and experience. Data-driven decision-making has become a cornerstone for success, and Key Performance Indicators (KPIs) play a pivotal role in this transformative journey. In this article, we’ll explore the significance of KPIs, their impact on business strategy, and how organizations can harness their potential for sustainable growth. Understanding Key Performance Indicators Key Performance Indicators are measurable values that gauge the performance of a business in achieving… Read more: A guide on Key Performance Indicator
• 
  CNC machine problems and solutions
  In the intricate world of CNC machining, breakdowns can be a significant hurdle to seamless production. This article dives deep into the most prevalent issues faced by CNC machines, from improper voltage supply to auto tool changer glitches, providing valuable insights into their causes and offering expert solutions. Discover how to troubleshoot and address these challenges effectively, ensuring optimal performance, longevity, and precision in your CNC operations. Join us on a journey to demystify common breakdowns and empower your CNC machining endeavors with proactive maintenance strategies and problem-solving techniques. Let’s Start… We are going to discuss 13 CNC machine problems… Read more: CNC machine problems and solutions
• 
  Manpower productivity formula
  Manpower productivity, also known as labor productivity, is a measure of the efficiency of labor in generating economic output. It is typically calculated by the formula, ratio of output (goods or services produced) to the input of labor. The goal of measuring manpower productivity is to assess how effectively human resources are utilized in the production process. It was the year 2011 and Japan stood bearing the wrath of a 9.0 magnitude earthquake, followed by a tsunami. Japan’s remarkable bounce back from a devastating disaster showed its ability to adapt and handle resources effectively. Ten years was the time allocated… Read more: Manpower productivity formula
• 
  What is Microsoft Excel
  Microsoft Excel, a stalwart in the world of spreadsheet software, has become synonymous with data management, analysis, and decision-making. Since its inception in 1985, Excel has undergone significant transformations, evolving into a multifaceted tool that caters to the needs of individuals, businesses, and researchers alike. In this comprehensive guide, we’ll unravel the essence of Microsoft Excel and delve into the vast array of applications that make it an indispensable asset in today’s digital landscape. Microsoft Excel is a versatile spreadsheet software facilitating data organization, analysis, and visualization through a grid-based interface with powerful formulas and functions. We in Know Industrial… Read more: What is Microsoft Excel
• 
  OEE Software for Maximizing Operational Efficiency
  In today’s fast-paced industrial landscape, the pursuit of operational excellence is a critical factor for success. One key metric that plays a pivotal role in achieving this goal is Overall Equipment Efficiency (OEE). OEE software has emerged as a powerful tool for businesses seeking to optimize their operations and enhance productivity. In this article, we will delve into the intricacies of OEE software, exploring its benefits, features, and how it contributes to organizational success. Know about OEE Software OEE, a widely recognized performance metric, measures the effectiveness of manufacturing processes. It takes into account three essential components: availability, performance, and… Read more: OEE Software for Maximizing Operational Efficiency
• 
  Takt time Clock
  In the realm of manufacturing precision, a pivotal player emerges the Takt Time Clock. This sophisticated timekeeping instrument is more than a mere apparatus; it serves as a cornerstone for aligning production with customer demand. In this exploration, we’ll navigate the professional significance of the Takt Time Clock and its role in elevating manufacturing efficiency. What is takt time clock The Takt Time Clock is a pivotal tool in manufacturing that represents the rhythm at which products must be produced to align with customer demand. It serves as a visual or digital display on the shop floor, calculating the time… Read more: Takt time Clock
• 
  Takt time and Cycle time
  In the ever-evolving landscape of manufacturing, efficiency is a paramount goal. Two critical concepts that play a pivotal role in achieving this efficiency are Takt Time and Cycle Time. In this article, we will unravel the essence of Takt Time and Cycle Time, exploring their definitions, significance, and how they collaborate to streamline manufacturing processes. Takt Time: The Heartbeat of Production Definition: Takt time, derived from the German word “Takt,” meaning rhythm or beat, is a fundamental concept in lean manufacturing. It represents the rate at which a product must be produced to meet customer demand. Takt time serves as… Read more: Takt time and Cycle time
• 
  Takt time example
  Takt time is a fundamental concept in lean manufacturing that plays a crucial role in optimizing production processes. In this article, we’ll explore a practical example of takt time in the context of an automotive assembly line. Understanding how takt time operates in real-world scenarios is essential for manufacturers aiming to enhance efficiency and meet customer demand seamlessly. The example Imagine a bustling automotive assembly line, a hive of activity with the ambitious goal of producing 60 cars each day. This assembly line operates for 8 hours every day, translating to 480 minutes of available production time. So takt time… Read more: Takt time example
• 
  Companies hire Industrial engineers in India
  Are you an industrial engineer looking for exciting career prospects in India? You’re in the right place! We’ve compiled a comprehensive list of companies that frequently hire industrial engineers. It’s important to note that this isn’t an exhaustive list, and there may be other companies actively seeking industrial engineering talent. We have listed 261 companies which hire industrial engineers in India and their career page link What you will get You will get a list of 261 companies which recruit industrial engineers, their location and career webpage address. Disclaimer: Before we delve into the list, it’s crucial to acknowledge that… Read more: Companies hire Industrial engineers in India
• 
  SOP vs Work instruction
  In the dynamic landscape of various industries, ensuring consistency, compliance, and efficiency in daily operations is paramount. Two key documents that play a crucial role in achieving these goals are Standard Operating Procedures (SOP) and Work Instructions (WI). While often used interchangeably, it’s important to recognize that SOPs and WIs serve distinct purposes in the realm of organizational processes. What is SOP? Definition: A Standard Operating Procedure (SOP) is a formal document that outlines routine activities within an organization. It goes beyond mere task details and focuses on providing a comprehensive overview, specifying the people, resources, and regulations involved. What… Read more: SOP vs Work instruction
• 
  Definition of waste in lean manufacturing perspective
  The definition of waste in Lean Manufacturing perspective is “any activity that does not add value to the product or service” Something deep inside of almost every person tells us that it is good to improve. It is better to move forward than it is to move backward. It is better to move faster than slower. Personal contribution to a relentless pursuit of perfection is perhaps the most exhilarating thing that can happen to an individual, followed closely by being recognized for that contribution. The core idea behind Lean manufacturing is maximizing the customer value while minimizing waste, thereby achieving… Read more: Definition of waste in lean manufacturing perspective
• 
  AutoCAD Recovery Manager
  In today’s article we are going to talk about AutoCAD recovery manager. We all know about AutoCAD and how this software has changed our life drastically. If you want to learn more about AutoCAD you can check here. Autodesk’s AutoCAD is a household name nowadays, it is a tool which architects engineers, designer etc. use. It has numerous advantages but at the same time it has few drawbacks as well. Talking about the major drop back, it is the error or the crashes. Whenever we are working on a project in AutoCAD, sometimes due to power supply or due to… Read more: AutoCAD Recovery Manager
• 
  Operational excellence strategy
  Operational excellence strategy is a comprehensive approach that organizations employ to optimize their processes, enhance productivity, and consistently deliver high-quality products or services. Operational excellence is a multifaceted approach to improving business performance and productivity. It encompasses a wide range of principles, strategies, and practices aimed at optimizing operations, enhancing efficiency, and delivering exceptional value to customers. In this in-depth article, we will delve into the various strategies that organizations adopt for operational excellence and how they contribute to an organization’s success. Following are the operational excellence strategies; Let’s discuss each one in detail. Process Optimization At the heart of… Read more: Operational excellence strategy
• 
  3D Printing in manufacturing
  Hey there! Have you heard about 3D printing? It’s this incredible technology that’s shaking up the world of manufacturing. Let me break it down for you. Imagine a world where you can create anything you want, from the most intricate designs to personalized medical implants, at the touch of a button. That’s the power of 3D printing, and it’s revolutionizing the world of manufacturing. 3D printing, or additive manufacturing, is changing the game, allowing us to build objects layer by layer, a stark contrast to the traditional subtractive manufacturing methods. This technology offers design flexibility, rapid prototyping, reduced waste, and… Read more: 3D Printing in manufacturing
• 
  Industrial wastewater treatment
  Industrial wastewater treatment is the process of purifying and removing contaminants from water that has been used in industrial processes. It aims to eliminate harmful substances, such as chemicals, heavy metals, and pollutants, from the wastewater before it is discharged into the environment or returned for reuse. This treatment is essential to protect ecosystems, public health, and comply with environmental regulations. In this article, we are going to focus on industrial wastewater and its treatment. What is Industrial waste water? Industrial wastewater refers to the contaminated water generated during various industrial activities, such as manufacturing, mining, and chemical production. It… Read more: Industrial wastewater treatment
• 
  Takt time excel template
  Takt time excel template is a format in Microsoft excel, which can be used to calculate takt time from the inputs entered in to it. Following are the three inputs needed for calculating takt time in the excel template; Here you will be able to download the takt time excel template, by clicking the download button. Download Excel Template For Knowing more about takt time, how is this calculated with example and it uses, refer our article on takt time. You can also try our web based takt time calculator from here. Don’t forget to consider your efficiency of your… Read more: Takt time excel template
• 
  Eliminate these 6 Big Losses to improve OEE
  OEE is one of the key factors in calculating efficiency of an Automation or machines. If any factory OEE is more than 85% than the utilization of Automation or machines is very good. In this article we will learn how to increase OEE by eliminating or reducing 6 Big Losses. Following are the 6 Big Losses; What is OEE For calculating OEE we require 3 factors: Availability, Performance and Quality. Product of these factors will provide OEE of a Machinery. For more details of OEE you can refer to our OEE article. Calculation of OEE is very easy task to… Read more: Eliminate these 6 Big Losses to improve OEE
• 
  How I got admission for Masters in United States
  In this article I will be sharing my complete experience and will share the steps I have taken to get admission for Masters in United States.
• 
  Gemba Walk
  Gemba walk can be defined as “A Regular or Scheduled walkthrough through the factory, which focuses on Elimination of Non value added activities (NVAs) in producing a product” Lean methodologies are growing very aggressively in all facilities and brands. Almost all products and services require Lean execution. To make things simple and effective. Today we are going to look into one of the key tool in lean i.e, “Gemba Walk”. Gemba walk is key for every factories, where we can get more ideas from all key stakeholders or management or customers for enhancement of Efficiency. New tools, Poke yoke’s, Jigs,… Read more: Gemba Walk
• 
  Factory Layout Design
  Factory layout design is the process of arranging and organizing elements of a manufacturing facility. Physical spaces, equipment, machinery, workstation, materials, and people are some of the elements of a manufacturing facility. Following points is to be considered while designing the factory layout design; In this article we are going to discuss following points related to factory layout design. Our focus will be on how to design, how much dimensions to give, how many no of exits, what should be the aisle width, etc. Let’s get started. Table of Contents for the article on Factory Layout Design When to design… Read more: Factory Layout Design
• 
  Skill Matrix Software
  A skill matrix software is a tool or application that helps organizations in assessing, tracking, and optimizing employee skills. In today’s fast-paced and competitive business environment, Skill matrix software has emerged as a powerful tool for managing their employee’s skills. These software solutions offer features to assess, track, and enhance employee skills, helping organizations optimize their talent pool. From intuitive user interfaces to advanced analytics capabilities, these skill matrix software solutions provide a range of features designed to simplify skill management processes. Whether you are a small business looking to enhance your team’s capabilities or a large enterprise with complex… Read more: Skill Matrix Software
• 
  List of CAD Software
  Discover CAD software list for efficient technical drawing. AutoCAD, SketchUp, Rhino, Revit, SolidWorks & more. Stay updated & choose the perfect software! Following are the list of CAD Software; Before talking about the available CAD software in the market it is important to understand what actually drafting means. Drafting Drafting in the field of design and engineering is the process of creating precise technical drawings and plans that include detailed specifications, dimensions, and structural details. Traditionally, drafting was carried out manually using tools such as pencils, drafting boards, and rulers. However, with the passage of time, computer-aided design (CAD) has… Read more: List of CAD Software
• General Ledger
  In an organization, a General Ledger (GL) is a key component of the overall accounting system. General Ledger is a centralized record-keeping system that contains all the financial transactions of a company. The GL serves as a central repository for tracking and reporting financial information, and it plays a crucial role in the manufacturing industry for several reasons such as Financial Reporting, Cost Accounting, Compliance and Audit, and Financial Analysis and Decision making. Uses of General Ledger Following are the uses of General Ledger in an organization. Types of Ledger There are various types of General Ledger used in the… Read more: General Ledger
• 
  Common workplace problems and solutions
  Common workplace problems and solutions refer to issues faced in the workplace and the corresponding strategies to address them effectively.
• 
  Accounting Forms
  Accounting forms are templates or documents which are used to record, track and organize financial transactions. A manufacturing company typically has to maintain many fundamental accounting forms, in order to manage its financial activities. Depending on the company’s size, sector, and reporting requirements, other formats could be used. However, manufacturing organizations frequently utilize the following popular accounting formats: General ledger This is the main accounting document that contains all of the business’s financial transactions. Accounts like sales, purchases, inventory, fixed assets, liabilities, and equity are included in it. Columns typically found in a ledger form A balance sheet The balance… Read more: Accounting Forms
• 
  What type of insurance does a manufacturing company need
  Property insurance, Business interruption insurance, etc. and list of insurance for manufacturing company goes up to 13. Know more about them.
• 
  Box and Whisker Plot
  How to interpret a boxplot, a visual 5-number summary.
• 
  Wire electrical discharge machining
  Wire electrical discharge machining (EDM) is a manufacturing process that is used to cut complicate shapes through the use of an electrically charged wire. This process is known for its high precision, accuracy, and ability to cut hard and brittle materials.
• 
  5S Audits Checklist
  5S Audits Checklist is a checklist that can be used to check the implementation of 5S in a manufacturing unit, a warehouse or a service organization.
• 2-in-1 Laser Tape Measure
  Laser distance measuring devices are good for measuring long distance and traditional measuring tapes are good for short distances. 2-in-1 Laser Tape Measure has combined benefits. In this article we are going to discuss 2-in-1 Laser Tape Measure, which is a single device and have the advantage of Laser distance measurer and conventional measuring tape. Measuring distances and lengths accurately can be a challenging task, especially when using traditional measuring tools such as rulers and tapes. But with the advent of laser technology, measuring distances and lengths has become easier and more accurate than ever. Tape is an instrument that… Read more: 2-in-1 Laser Tape Measure
• 
  Automation ROI calculator excel
  Automation ROI calculator excel helps on decision on investment on automations easily. Also how this calculations are done is also explained.
• Graduate Record Examination
  Graduate Record Examination (GRE) is the most acceptable admission tests for master’s programs (e.g., in tech, medical, law, etc.) globally.
• 
  A3 Problem Solving
  This article describes how to work with A3 Problem Solving. A3 problem solving is a method used to solve problems. The different steps in the A3 problem solving can be arranged in a A3 sheet, hence the name. You can get the template from the below download button. It is important that it is a problem-solving process, and not just filling in the blanks. You must also be aware that the A3 is a “living” document that is continuously filled in and updated. You must therefore be prepared for the fact that you may find that several fields need to… Read more: A3 Problem Solving
• 
  Economic Order Quantity inventory management
  Economical Order Qty is a basically concept related to Procurement of goods or Inventory management in warehouse or store, economically. We will discuss what is this, how to calculate EOQ also you will be able to download an Excel template to calculate EOQ easily. Lets learn about inventory management. You can download the below excel file for EOQ calculation. Before we proceeding further to read this article you need to understand that, why it is important concept & purpose to write this article. Now, as per current market trend & day by day increasing new products introduction to market, its… Read more: Economic Order Quantity inventory management
• 
  Value Stream Mapping Symbols
  Value stream mapping symbols are the most vital part of Value Stream Mapping (VSM). In this article you can download all symbols used in VSM and can use in value stream mapping. Also you can also download an Excel file, which has all symbols, which can be used for drawing VSM easily using Microsoft Excel. We have also explained what a symbol represent and its uses in VSM, in the below sections. Before we move into more detailed sections you can download the excel file which have each and every symbols and which are completely editable. Click the download button… Read more: Value Stream Mapping Symbols
• Industrial Engineering jobs in India
  We have stopped updating IE vacancies in this page. Note: Know Industrial Engineering is finding these job listings from online job portals. We don’t have any association with the employer or the Job listings. Also, it’s your responsibility to analyze the details about the job and employer and to decide whether to move forward or not. We are not recommending any job here. Beware of fraudsters! Since we have stopped updating IE vacancies here, we are referring to a whatsapp group for Industrial Engineers in India. Those who are interested to join can visit this page. Please note this whatsapp… Read more: Industrial Engineering jobs in India
• 
  Excel 5 why template
  5 Why or why why analysis is a methodology to support finding the root cause of problems. In this article you will get a excel 5 why template filled with an example. And the example is demonstrated in this article. We are doing why why analysis in-depth here. Really in-depth. So let’s get started… Before start this article I ask you to read the previous post about Why-Why Analysis on KIE website. Today we are going to explore a little bit more about Why-Why Analysis, using the same methodology but as a little more depth, we´ll talk about the 3… Read more: Excel 5 why template
• Manufacturing Industry News India- November 2022 – Week 4
  New Manufacturing plant Inauguration Accident in Manufacturing plant Other manufacturing news
• 
  Calculation of Inventory Turnover Ratio
  In this article we will learn about calculation of Inventory Turnover Ratio. Also, you will be able to download a master excel template for easily calculating Inventory Turnover Ratio (ITR). Now a day to run a business successfully revenue generation & customer order cycle time reduction is a very important parameters of any business. In short Inventory Turnover Ratio (ITR) Measures how fast company convert inventory into revenues. Higher the inventory turnover ratio, faster a company is capable of converting inventory into cash or sell its products. It also gives the insights on how many days a company takes to… Read more: Calculation of Inventory Turnover Ratio
• Manufacturing Industry News India- November 2022 – Week 3
  New Manufacturing plant Inauguration Accident in Manufacturing plant Other manufacturing news November 2022 week 4 update on next Sunday 08:00 AM. Stay tuned. Enter your email and subscribe.

  View post to subscribe to site newsletter.

• SQL Commands for Creating Database
  We use SQL Commands for Creating Database to create a relational database for storing data. This allows us to create a database with a particular name that we can specify while creating the database. Learn more about Data Science from the below articles. Why do we need to create a database? A database can be effectively utilized to manage enormous amounts of data. Additionally, it makes it simple for us to access, amend, and remove data. By giving us the ability to restrict access to information, they also help us prevent data redundancy and keep our data secure. How can… Read more: SQL Commands for Creating Database
• Manufacturing Industry News – November 2022 – Article 1
  New Manufacturing plant Inauguration Manufacturing plant Closure Accident in Manufacturing plant