Assembly Magazine logo
search
Ask ASSEMBLY AI
cart
facebook twitter linkedin youtube
  • Sign In
  • Create Account
  • Sign Out
  • My Account
Assembly Magazine logo
  • TRENDS
    • Ask ASSEMBLY AI
    • Trends
    • News
    • New Products
  • INDUSTRIES
    • Aerospace
    • Appliance
    • DFMA Assembly
    • Medical Devices
    • Green Manufacturing
    • Lean Manufacturing
    • Machinery Assembly
    • Electronics Assembly
    • Automotive
  • TECHNOLOGIES
    • Adhesives & Dispensing
    • Assembly Presses
    • Automated Assembly Systems
    • Manufacturing Management
    • Manufacturing Software
    • Motion Control
    • Screwdriving & Riveting
    • Robotics
    • Test & Inspection
    • Plastics & Metal Welding
    • Wire Processing
    • Workstations
  • AUTONOMOUS & ELECTRIC MOBILITY
    • AEM Magazine Archives
    • Autonomy
    • Electrification
    • Mobility Services
    • Assembly & Testing
    • AV/EM News
  • MEDIA
    • Ask ASSEMBLY AI
    • Podcasts
    • Assembly News Now
    • Assembly TV
    • Webinars
    • eBooks
  • EVENTS
    • Calendar
    • The ASSEMBLY Show
  • MORE
    • Exclusives >
      • Plant of the Year
      • Capital Spending
    • Buyers Guide >
      • Supplier Insights
    • Classifieds
    • Featured Products
    • Newsletters
    • Store
    • White Papers
    • Columns
    • Sponsor Insights
  • INFOCENTER
    • Assembly & Test Solutions
  • EMAGAZINE
    • eMagazine
    • Archive Issues
    • Advertise
    • Contact Us
    • Sign Up
Lean Manufacturing Assembly

Mastering Mixed-Model Assembly

By Austin Weber
June 15, 2016

Mixed-model assembly lines are common in many different industries today. While they present numerous opportunities for manufacturers, they also create headaches for engineers. ASSEMBLY recently asked Drew Locher, a lean manufacturing expert and director of Change Management Associates, to share some insight on the topic.

ASSEMBLY: How do you define “mixed-model assembly"?

Locher: Producing relatively short runs or low volumes of different products on the same production line or equipment in the same shift or day. It poses a challenge for most organizations due to the relatively high variability that arises.

ASSEMBLY: What are some of the key characteristics of lean, mixed-model assembly lines?

Locher: Outstanding workplace organization, and the ability to change over quickly. This isn't always just about equipment changeover, but also materials and staffing.

For example, in one company that made surgical instruments, more than 150 different products were made on the same manual and machine assembly cell, with as many as 20 different ones in a single shift. Staffing scenarios were worked out for each that maintained balance and flow throughout the cell when they changed from one product to another. They would lose at most two minutes every changeover. It was a well-choreographed changeover process that involved some equipment change, but also movement of associates to different stations that were already set up. A small playbook with single-page visual depictions of the cell set up was created for each group of similar products.

ASSEMBLY: What is the biggest challenge to creating high-mix assembly lines?

Looking for quick answers on assembly and manufacturing topics? Try Ask ASM, our new smart AI search tool. Ask ASM →

Locher: To not focus on the differences, but rather the similarities of the processing requirements of the various products. In the example above, there were about 24 groups of products that shared similar processing requirements. That’s a much easier figure to deal with than 150.

This requires time to really look at the processes for each product, recognize the similarities and come up with creative solutions to deal with the differences of significance. Differences of work content variation of less than +/-30 percent can easily be worked out. But, this is just a general guideline.

At a high-mix sand cast foundry, finishing lines were put in that could accommodate up to 300 percent variation in work content. The equipment layout was designed to allow for flexible staffing. The key was to recognize the products being scheduled and develop the choreography ahead of time. As a shop, they could do up to 25 different jobs a shift. A single line might see as many as eight different products in a shift. They grouped the products into categories referred to as 1:1:1, 1:1:2, 1:1:3 and 1:1:4, which indicated how the lines should be staffed to optimize flow.

ASSEMBLY: What is the most important lean component in a mixed-model assembly system?

Locher: Certainly quick changeover or SMED concepts. Standardized work for each product, as well, which is a challenge due to the number of products. Training and cross training associates in the standard work is also critical.

Level scheduling of the mix of products can result in more consistent and predictable output. In other words, running different but similar products after each other can really help minimize the impact of the variability. So, this is a major consideration in scheduling high-mix assembly lines.

Mistake-proofing or poke yoke techniques are welcomed in all applications, but particularly in high-mix model situations where the potential for error increases.

Light-assisted assembly was created to prevent or at least minimize errors. Equipment has also been designed to ensure that the correct part is retrieved to be assembled.

Pull/Kanban can be important in some mixed-model environments to maintain balance between operations or even departments. Standard work in process (SWIP) is established at key points (queues) of the process. Work is not pushed forward if the queue has reached a maximum limit. The supplying process either stops or works on a different job that requires different equipment or operations than the one backed up. Coupled with level scheduling of the mix of products, output can be optimized by use of such pull systems. In other words, don't create a schedule that will bury a particular operation. Level schedule the mix of products in such a way to avoid this as much as possible.

The application of takt time is difficult in a high-mix environment. However, it is very important to do so in order to monitor overall demand vs. capacity. This is important so that published or promised lead times can be maintained, particularly in build-to-order environments. The key is to focus on the known constraints (which can move in a high-mix environment) and find a meaningful expression of demand that if monitored can be compared to existing capacity. 

At a high-mix wood fabricator and assembler, the expression of demand was in terms of dollars of the order, because it was proven to relate to the work content needed to assemble the product. In a high-mix electronics company, it was the number of parts for each assembly on the pick-and-place equipment since that determined the output of the overall production system. Once the “Rosetta Stone” for demand has been found, the system can be managed accordingly. 

At the production line itself, takt time, which is often used to establish a pace to the work, becomes less useful. However, plan vs. actual boards can still be established, which meets this need. Just keep in mind the plan may vary based on the model being run. 

ASSEMBLY: What type of production tools typically play the most important role in achieving mixed-model assembly processes?

Locher: It really depends on the application. In all cases, visual work instructions top the list. The dependency on information is much greater in a high mix-model environment. People simply cannot go by memory.

ASSEMBLY: What is the biggest mistake that engineers make when it comes to implementing flexible production systems?

Locher: Equipment design can be a real issue. Not considering changeover in the design remains an issue, but much less than it used to be. Too many bells and whistles that are not really necessary can greatly add to changeover time. Trying to automate everything. Humans still tend to be more flexible than equipment. However, some machine designers don't believe that.

Other than that, it is the belief that it cannot be done—that mixed models cannot co-exist on the same line. This comes from the tendency mentioned earlier to focus on the differences rather than the similarities between products.

KEYWORDS: high-mix assembly mixed model assembly

Share This Story

Looking for a reprint of this article?
From high-res PDFs to custom plaques, order your copy today!

Austinweber headshot
Austin has been senior editor for ASSEMBLY Magazine since September 1999. He has more than 21 years of b-to-b publishing experience and has written about a wide variety of manufacturing and engineering topics. Austin is a graduate of the University of Michigan.

Recommended Content

JOIN TODAY
To unlock your recommendations.

Already have an account? Sign In

  • Made in the U.S.A.

    Consumer Products Manufacturing: Made in the USA

    Supply chain lessons learned during the coronavirus...
    Automated Assembly Systems
    By: Austin Weber
  • Best Practices for Press-Fit Assembly

    Best Practices for Press-Fit Assembly

    In manufacturing, ironclad formulas for success are hard...
    Assembly Presses
    By: Jim Camillo
  • aem0523leader-tesla1.jpg

    Tesla Rethinks the Assembly Line

    Engineers at Tesla Inc. have developed a new process that...
    Electrification
    By: Austin Weber
Manage My Account
  • eMagazine Subscription
  • Assembly Newsletters
  • Online Registration
  • Subscription Customer Service
  • Manage My Preferences

More Videos

Sponsored Content

Sponsored Content is a special paid section where industry companies provide high quality, objective, non-commercial content around topics of interest to the ASSEMBLY audience. All Sponsored Content is supplied by the advertising company and any opinions expressed in this article are those of the author and not necessarily reflect the views of ASSEMBLY or its parent company, BNP Media. Interested in participating in our Sponsored Content section? Contact your local rep!

close
  • ultrasonic welding
    Sponsored bySonobond Ultrasonics

    Engineering Efficiency in High-Performance Assembly: How Ultrasonic Welding Enhances Throughput, Reliability and Quality

  • UV curing system
    Sponsored byDymax

    Why UV Intensity Alone Doesn’t Define Curing Performance

  • wooden pallets
    Sponsored byLEAN Manufacturing Products

    Eliminating Waste on the Shop Floor: Applying Lean Principles to Improve Manufacturing Efficiency

Popular Stories

ASSEMBLY News Now, episode-30: Volvo Redesigns EV Manufacturing

Volvo Redesigns EV Manufacturing

automated consumer goods assembly system

Best Practices for Cycle Time Optimization

Boeing CEO Kelly Ortberg announces 1 billion investment

Boeing Plans $1 Billion Wichita Investment, Workforce Training Center

Watch the latest episode of ANN now!

Events

July 24, 2025

From Shop Floor to CFO: How Manufacturers Are Closing the Loop Between Operations and Finance

On Demand Learn how manufacturers are bridging the gap between the shop floor and ERP systems to gain real-time visibility, streamline operations, and kick-start digital transformation—without waiting years.

Sponsored by:

PicoStratusGreen
July 30, 2025

Buffer Analysis and Design Fundamentals for Manufacturing Excellence

On Demand In this presentation, Dr. Herman Tang shares practical insights from his industry experience and research on buffer management in manufacturing operations.

View All Submit An Event

Poll

Difficult Assembly Processes

Which assembly process gives you the most difficulty?
View Results Poll Archive

Products

Manufacturing Cost Policy Deployment (MCPD) Profitability Scenarios: Systematic and Systemic Improvement of Manufacturing Costs

Manufacturing Cost Policy Deployment (MCPD) Profitability Scenarios: Systematic and Systemic Improvement of Manufacturing Costs

See More Products
Register for webinar - Modernizing Automotive Assembly: Why Upgrading Legacy MES is a Business Imperative

Related Articles

  • Mixed-Model Assembly Is Key to Profitability

    Mixed-Model Assembly Is Key to Profitability

    See More
  • Simulation Software Assists With Managing Mixed-Model Assembly

    Simulation Software Assists With Managing Mixed-Model Assembly

    See More
  • 3D Sensors and Mixed-Model Assembly

    3D Sensors and Mixed-Model Assembly

    See More

Related Products

See More Products
  • Collaborative Product Assembly Design and Assembly Planning, 1st Edition

  • Kaizen Assembly: Designing, Constructing, and Managing a Lean Assembly Line

See More Products

Related Directories

  • Master Bond Inc.

    Master Bond is a custom formulator of adhesives, sealants, coatings, potting and encapsulation compounds with over 3,000 grades of one and two part epoxies, silicones and UV curable compounds. Systems meet precise application requirements and are employed in high-tech industries including aerospace, electronics, automotive, optical, medical, oil and chemical processing.
  • Meter Mix Systems US

    METER MIX® is a global manufacturer of metering, mixing and dispensing machines for processing single and two-component materials. Our machines process epoxy, polyurethane, silicone, polysulphide, methacrylate based resins as well as greases and oils. METER MIX® dispensing equipment offers solid solutions for bonding, sealing, potting, encapsulation, casting or beading, etc.
  • LeakMaster Inc.

    LeakMaster is an American leak testing manufacturer, innovating the industry's fastest and most repeatable pressure decay, mass flow and vacuum leak testers. Our experienced team works with you to determine the best method for your specific leak testing application. LeakMaster, industry leaders in high speed, value driven leak testing solutions.
×

Never miss the latest news and trends driving the manufacturing industry

Stay in the know on the latest assembly trends.

JOIN TODAY!
  • RESOURCES
    • Advertise
    • Contact Us
    • Directories
    • Manufacturing Division
    • Store
    • Want More?
  • SIGN UP TODAY
    • Create Account
    • eMagazine
    • Newsletters
    • Customer Service
    • Manage Preferences
  • SERVICES
    • Marketing Services
    • Reprints
    • Market Research
    • List Rental
    • Survey/Respondent Access
  • STAY CONNECTED
    • LinkedIn
    • Facebook
    • Instagram
    • YouTube
    • X (Twitter)
  • PRIVACY
    • PRIVACY POLICY
    • TERMS & CONDITIONS
    • DO NOT SELL MY PERSONAL INFORMATION
    • PRIVACY REQUEST
    • ACCESSIBILITY

Copyright ©2026. All Rights Reserved BNP Media, Inc. and BNP Media II, LLC.

Design, CMS, Hosting & Web Development :: ePublishing