Showing posts with label Lean Manufacturing. Show all posts
Showing posts with label Lean Manufacturing. Show all posts

Sunday, October 15, 2023

Single Minute Exchange of Die (SMED)

Single Minute Exchange of Die (abbreviated SMED) is one of the many lean manufacturing techniques designed to speed up product switching processes and decrease wasteful manufacturing practices. SMED is essential in increasing productivity while reducing waste levels in manufacturing operations.

Shigeo Shingo, an internationally acclaimed industrial engineer and expert on the Toyota Production System, devised SMED. His efforts reduced changeover time for transfer stamping machines from hours to 180 seconds, saving both time and resources for production lines alike.

What is SMED?

SMED is an innovative process that significantly shortens changeover times between production runs. This is achieved by categorizing changeover elements as internal or external to machine operation time and then adapting or simplifying them during normal machine operations - thus significantly decreasing changeover times, often down to mere minutes!

An SMED project can lead to substantial savings for any company. For instance, an action figure manufacturer selling them at $20 each could lose one sale every 60 seconds as they switch from mold to mold; with proper planning and execution, an SMED project may reduce this to 10 or fewer seconds!

An SMED pit crew can serve as an analogy for SMED, with process setups and changes representative of pit stops. Pit crews employ various strategies to streamline their work - prepositioning all tools before beginning an actual pit stop, using standard attachment points and methods, etc. Their aim should be to reduce tire swap times from 15 minutes to sub-10 seconds as quickly as possible.

SMED projects at manufacturing plants may involve switching products, moving between dies, modifying jigs, gauges, materials, and more to modify processes or modify equipment while it runs or shuts down; some steps may even need to be completed when the machine shuts down - SMED projects look at ways of streamlining or eliminating these steps to reduce changeover times from hours or days down to minutes (or single digits).

Once a baseline for your changeover process has been established, elements that can be completed while the machine runs are prioritized. Internal setup processes that remain are examined for opportunities for optimization and simplification, such as eliminating motion, waiting, adjustments, creating parallel operations, or standardizing hardware.

SMED can significantly decrease manufacturing costs by streamlining processes and reducing changeover times, improving OEE, increasing machine startup rates, and helping smaller lot sizes meet customer demand faster while reducing WIP and inventory levels.

What are the benefits of SMED?

SMED (short for "Simple Manufacturing Equipment Changeover") is an equipment changeover process developed in the 1950s by industrial engineer Shigeo Shingo to assist manufacturing companies in reducing inventory levels and boosting production efficiency. Lean practitioners use SMED in virtually every setting, from factories and fast food restaurants to offices.

SMED (Source for Manufacturing Excellence and Delivery) aims to eliminate non-value-adding procedures and streamline those remaining so teams can focus on only those critical steps needed for production efficiency and reduce waste while improving employee morale.

Initial die exchange processes were called Quick Die Change; however, Shingo later changed it to Single Minute Exchange of Die to reflect his goal of shortening setup times as much as possible. Unfortunately, "single minute" can be misleading since changeover procedures do not need to take only a minute; single-digit minutes (less than 10) would be more suitable.

SMED can save time, but its other advantages also include:

Reduced manufacturing costs. Shorter changeover times lead to reduced downtime periods and lower material, labor, and energy costs. Increased flexibility. Shorter changeover times give manufacturers more ability to produce just enough products at any time while decreasing inventory carrying costs and carrying costs.

Increased Quality. Rapid changeover times allow for quicker product switches with increased frequency, meaning higher levels of consistency in quality.

Implementing the SMED process can be difficult and complex, impacting every aspect of business operations. Training your team on new procedures to explain why they will increase efficiency is crucial to ensuring the transition runs smoothly; also, developing standard work instructions helps ensure everyone knows exactly what needs to be completed and when.

Last but not least is to reduce unnecessary motion by organizing storage. Hence, it is easier for team members to find what they need quickly, using point-of-use storage where appropriate and clearly labeling equipment settings. This will also help mitigate human error during context-switching processes.

How can SMED be implemented?

Once your team is prepared to implement SMED, they must become organized. Create a list of all the elements involved in changeover processes and prioritize which can be completed while running while others must wait offline; this can speed up transitioning to single-digit minute setup times as quickly as possible. Also, consider whether any elements can be done simultaneously, such as tool prep while another part is produced; similar to how NASCAR pit crews operate, this can streamline processes further while using easily accessible standard tools can simplify processes further.

Once you have documented all of the internal elements, the next step should be identifying waste - both motion-related and time-based. To do this, simplify procedures, remove steps, and eliminate interactions that are no longer needed; equipment modification may also be required; designing highly portable machines reduces interface requirements while modular components enable moving them quickly between production lines.

Finally, it's essential to establish an initial changeover time baseline. This will enable a comparison of SMED implementation results against those from other companies that have already adopted the method. It should also recognize any Hawthorne Effect that might help your changeover times improve simply through watching and learning from the process itself.

SMED can be applied effectively in factories that manufacture action figures for children, which sell for about $20 each. The manufacturer can produce one every 60 seconds, so each time they switch molds, they lose out on sales worth $20.

To reduce these costs, the company started employing SMED strategies, such as switching from manual mold changes to one-touch systems for mold changes and cutting preparation time down from hours to minutes; lean manufacturing practices allowed them to achieve just-in-time production goals and cut inventory levels significantly.

What are the challenges of SMED?

SMED strives to reduce the time needed to change equipment from one product to another by identifying and eliminating unnecessary steps from its process and changing internal setup elements into external ones.

Industrial engineers have long understood the need to shorten changeover times. Shigeo Shingo, an engineer who worked at Toyota, developed the SMED system in the 1970s; quickly becoming popular, its usage has resulted in documented reductions of changeover time averaging 94%.

SMED can be invaluable for shortening changeover times, but companies must remember that it will only solve some of their production woes. To maximize its use and reap maximum returns from SMED, companies should focus on optimizing human and machine processes as part of a comprehensive approach to improvement.

Human improvements can be accomplished through organization and preparation, while machine improvements may involve engineering or optimization. Examples of human improvements would be creating standard work instructions, placing tools near the changeover area for easy access, labeling equipment settings, and eliminating wasteful motion.

Once a company has identified areas to improve, it must devise a plan for implementing SMED. This may involve assigning a project leader, holding brainstorming sessions, and training employees on how the new process works. Furthermore, they should set a timeline for reaching their desired results.

An unfortunate hazard of SMED processes is their tendency to prioritize speed over quality, leading to rushed or incomplete changeovers that compromise productivity and increase the risk of defects. Furthermore, it should be remembered that any successful implementation will still involve some downtime - even if only for minutes at a time.

Implementing SMED requires considering that learning its processes may take some time for teams, mainly if changes to production are significant. To combat this, new employees should receive training on SMED before beginning production work; this will give them a deeper understanding of its workings and facilitate more straightforward adaptation.

Pros of Single Minute Exchange of Die (SMED)

  • Reduced Changeover Time: The primary benefit of SMED is the drastic reduction in the time required for changeovers.
  • Increased Productivity: With quicker changeovers, more time is available for actual production, increasing overall productivity.
  • Cost Savings: Reduced downtime leads to lower operational costs and increased profitability.
  • Flexibility: Faster changeovers allow for greater flexibility in production schedules and the ability to respond to market demands.
  • Improved Quality: A well-executed SMED program can also lead to improvements in product quality.
  • Lean Manufacturing: SMED is a critical component of lean manufacturing, contributing to waste reduction and efficiency.
  • Better Utilization of Resources: Faster changeovers mean better utilization of machines and manpower.
  • Competitive Advantage: Companies that successfully implement SMED often gain a competitive edge regarding speed and responsiveness.
  • More straightforward Scheduling: Reduced changeover times make production scheduling more accessible and flexible.
  • Employee Engagement: Implementing SMED often involves teamwork and problem-solving, which can boost employee engagement.

Cons of Single Minute Exchange of Die (SMED)

  • Initial Costs: Implementing SMED may require investment in new tools or equipment.
  • Training Requirements: Employees need to be trained in the SMED methodology, which can be time-consuming.
  • Complexity: While the concept is simple, the implementation can be complex and require detailed analysis.
  • Resistance to Change: As with any new process, there may be resistance from employees accustomed to the old ways of doing things.
  • Limited Applicability: SMED is most effective when frequent changeovers are required; it may be less beneficial in other scenarios.
  • Risk of Rushing: The focus on speed could lead to mistakes or oversights.
  • Dependency on Skilled Workers: The effectiveness of SMED often depends on the skill and cooperation of the workforce.
  • Short-term Disruptions: Initial implementation may cause disruptions in the regular workflow.
  • High Expectations: Promising dramatic improvements can lead to high expectations, and failure to meet them can be demoralizing.
  • Ongoing Maintenance: SMED is not a one-time activity; it requires constant effort to maintain and improve the process.

Saturday, October 14, 2023

How Poka-Yoke Reduces Human Error

Human errors are at the root of most defects, and poka-yoke seeks to address them by eliminating their possibility or through preventative and warning mechanisms. This process may include removing possible errors (elimination) or making mistakes impossible through prevention and warning mechanisms.

Common examples of poka-yoke include wire mesh partitioning to keep workers away from dangerous areas of a plant and USB cords that only fit one way when plugging them in; other instances are found in warehouses and production lines.

Manufacturing

Manufacturing companies can utilize poka-yoke techniques to minimize human error in their production process and meet quality goals on time and within budget. By cutting costs through reduced rework and scrap production, manufacturing firms can also benefit from using poka-yoke for numerous processes ranging from counting change correctly on cashier registers to ensuring assembly workers do not make errors during assembly lines.

There are various kinds of poka-yoke methods, each offering its own advantages and disadvantages. Some prevent errors by making it impossible for workers to perform wrong actions, while others simply warn when an error may be occurring; examples include interference and matching, locator pins, limit/proximity switches, and warning/shutdown mechanisms that stop working if an error is detected, while warning and shutdown methods alert workers if a mistake has already been committed by stopping working immediately if a mistake has already been identified or warning with light/buzzer if something similar may happen again if they commit another mistaken act before it occurs if necessary.

Manufacturers can utilize poka-yoke in many different ways to ensure all steps are followed accurately, including digital work instructions and guided workflow apps to make this possible. Manufacturers can increase productivity and quality by decreasing time spent questioning the next step, reworking defects, or making mistakes.

Though it may seem obvious, eliminating human error is the surest way to improve your process and avoid costly reworks. Even small mistakes can add up quickly and devastate your finances, so it is better to identify and solve issues early.

Poka-yoke can help eliminate human error in any manufacturing process. Based on lean manufacturing principles, its implementation is straightforward and can be utilized by employees of all levels of any organization. Poka-yoke's corrective actions ensure these mistakes never occur- saving money and boosting customer satisfaction for your business.

Healthcare

Healthcare mistakes can be expensive and life-threatening due to staff needing to be more focused and focused. One method developed by Shigeo Shingo called Poka-Yoke can help reduce healthcare mistakes by systematically eliminating or preventing errors through tools and signals to identify them before they even happen.

Conceptually, Kaizen and Six Sigma are similar methodologies; however, Kaizen/Six Sigma differ in that it focuses on mistake-proofing processes rather than improving existing ones. To implement the method effectively, test each function to see how easily it can be broken before eliminating all potential paths for error and trying multiple times until breaking it becomes almost impossible.

Poka-Yoke relies heavily on visual cues to prevent human errors; for instance, a sign reminding workers to wash their hands can help decrease hospital infections. Checklists are another powerful way of ensuring all procedure steps have been completed and avoiding costly mistakes due to employee fatigue or inattention.

Signals or alarms can also help avoid mistakes by alerting workers when an issue has arisen, whether online forms needing confirmation before submission, patients requiring surgery, or manufacturing lines that go out of tolerance and prompt employees to take immediate action.

Poka-Yoke falls into two main categories: prevention and detection. While preventive methods aim to keep errors from occurring in the first place, detection-based systems alert workers if one has occurred or may soon. A cashier counting error might seem harmless at first glance, but this type of miscounting could cost your business thousands over time. A simple solution might be automating change counts or installing digital interfaces that verify whether a cashier gave an accurate amount.

Retail

Mistakes can have severe repercussions in some professions; one small error in a salesperson can cost them big; medical staff who fail to secure sutures correctly during surgery could lead to health emergencies; and warehouse workers opening incorrect boxes could expose coworkers to hazardous chemicals. That's why poka-yoke techniques are an integral component of any size or shape business. These tools eliminate human error from production processes while guaranteeing that the process happens precisely according to plan and can even be implemented in retail industries.

The original quality management term was "idiot-proofing"; however, this more mild mistake-proofing term has become more widely adopted. Now used to manage all kinds of processes, including software applications that alert workers when they make mistakes - these alerts may come in the form of sounds, colors, or messages; most modern cars now include features that warn drivers when their car has been accidentally put into gear instead of park - this helps avoid theft or collisions from unattended parking situations.

Once a process error is identified, the first step of the poka-yoke cycle is to thoroughly assess it and understand its source. The following steps involve devising solutions - as simple as adding warning signs or altering procedures - before finally testing the plan to ensure efficiency and eliminate potential errors.

Mistake-proofing solutions range from as simple as a warning bell to sophisticated automated systems that retrain workers based on performance data. Poka-yoke provides robust solutions for companies unable to change existing processes due to quality or safety considerations; poka-yoke helps identify and correct mistakes before they reach the customer.

Poka-Yoke may need clarification with Kaizen and Six Sigma methodologies; however, Poka-Yoke stands out as having many distinct advantages over these alternatives. Unlike Six Sigma, which seeks to eliminate defects once produced, Poka-Yoke prevents defects before they happen - an advantage over both Kaizen and Six Sigma, which aim to detect existing faults after they've occurred.

Education

Poka-yoke may be best known for its use in manufacturing, yet its applications span far beyond. The principles behind this error-proofing system can be applied in virtually every business process, whether that means checking a box to confirm an address is valid, asking customers to review their phone numbers before submitting forms, reminding workers after entering data to press "enter," etc. For knowledge workers, it can even mean using spell-check or word processor software to prevent misspellings.

Mistakes can often be prevented with simple, low-cost fixes that don't require additional equipment or training. The key is identifying areas of a process where mistakes are most likely to arise and then designing and implementing an error prevention mechanism - this may involve physically making it impossible to make errors (control poka-yoke), prompting workers with warnings to act before continuing (warning poka-yoke), or redesigning steps that could potentially lead to mistakes altogether.

Idealistically, an employee would detect and correct errors before they become production defects or waste. But in practice, it may be more practical to identify areas where mistakes are most likely to happen and devise solutions that either eliminate this step altogether or make work simpler to perform correctly.

Implementing a new process requires training employees on the appropriate way to complete each task so that they are aware of any mistake-proofing solutions. Also, remember that new strategies take time to develop to their full potential; implement and test them gradually as part of regular procedures.

Once a company implements poka-yoke into its operations, it should expect improved quality in the products produced and increased productivity overall. This is because mistakes that typically slip by are caught or prevented before becoming defects affecting customer satisfaction or product safety.

Pros of Poka-Yoke

  • Error Reduction: The primary benefit of Poka-Yoke is the significant reduction in errors, leading to higher quality products or services.
  • Cost Savings: By minimizing defects and errors, Poka-Yoke helps in reducing the costs associated with rework and waste. It's like a financial safety net.
  • Increased Productivity: Less time spent on correcting mistakes means more time for productive work. It's a win-win!
  • Simplified Training: With mistake-proofing mechanisms in place, the training process for new employees can be simplified.
  • Immediate Feedback: Poka-Yoke provides immediate feedback, allowing for quick actions to correct a problem. No more waiting for quarterly reviews to find out what went wrong.
  • Enhanced Customer Satisfaction: Fewer errors mean happier customers. It's as simple as that.
  • Employee Morale: Knowing that there are systems in place to prevent errors can boost employee confidence and morale.
  • Compliance and Safety: In industries where compliance with standards is crucial, Poka-Yoke can serve as an additional layer of safety.
  • Scalability: Once a Poka-Yoke solution is found for a particular problem, it can often be applied elsewhere in the organization.
  • Competitive Advantage: Companies that successfully implement Poka-Yoke can gain a competitive edge through higher quality and lower costs.

Cons of Poka-Yoke

  • Initial Costs: The development and implementation of Poka-Yoke systems can require a significant initial investment.
  • Complexity: Some Poka-Yoke solutions can be complex to implement and may require specialized knowledge.
  • Over-Reliance: There's a risk that employees may become overly reliant on Poka-Yoke systems, leading to complacency.
  • Resistance to Change: As with any new system, there can be resistance from employees who are accustomed to existing processes.
  • Limited Scope: Poka-Yoke is generally more effective for simple, repetitive tasks and may not be suitable for more complex operations.
  • False Sense of Security: The belief that Poka-Yoke will catch all errors can lead to a false sense of security.
  • Maintenance: Over time, Poka-Yoke systems themselves may require maintenance and updates, adding to ongoing costs.
  • Innovation Stifling: The focus on error prevention could potentially stifle creativity and innovation.
  • Implementation Challenges: Without proper planning and training, the implementation of Poka-Yoke can fail to deliver the desired results.
  • Not a Panacea: While effective for error reduction, Poka-Yoke is not a solution for all types of problems and should be part of a broader quality management strategy.

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