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
Automated Assembly SystemsRobotics AssemblyWire Processing AssemblyWorkstations Assembly

Wire Processing

Cobot Reduces Cycle Time, Enhances Ergonomics

Harness taping operation is improved with collaborative robot.

By Renato Vidoni, Ph.D.
Close-up of bundled wire harness connector assemblies with multiple colored wires and electrical connectors prepared for assembly operations.
Photo courtesy Elvez

Terminated wires await assembly into a harness.

June 18, 2026

Despite myriad advances in automation, wire harness assembly remains a largely manual process. That’s unfortunate, because some level of automation could improve both productivity and ergonomics.

To prove that point, we set out to convert a manual workstation for wire harness assembly into a semiautomated station aided by a collaborative robot. Our goals were to reduce cycle time and make the station safer and less physically taxing for assemblers. We also hoped to provide engineers with a quick and easy way to assess the potential of cobots for improving ergonomics, safety, quality and economics in various applications.

For our project, we worked with Elvez, wire harness manufacturer in Višnja Gora, Slovenia. The company supplies assemblies to numerous OEMs, including BMW, Mercedes, Volvo, Scania, Hella, ZKW, Deere, PSA, Renault, Kärcher, Mahle and McLaren.

For one customer, Elvez assembles wire harnesses on a manual line with two stations. The line typically runs six days per week with three shifts per day and eight hours per shift. On average, this setup produces 900,000 harnesses annually, but that can vary from 750,000 and 1,050,000 harnesses per year, depending on demand. The cycle time is 40 seconds per harness.

Flowchart illustrating an ergonomics evaluation process for assembly operations, assessing manual lifting, repetitive tasks, and working postures using NIOSH, OCRA, and RULA methods.

This decision tree provides a framework for identifying nonergonomic tasks that could be improved with the help of a collaborative robot. Source: Free University of Bozen-Bolzano

The assembly process requires workers to bundle three wire subassemblies with a taping tool. A worker sequentially inserts the subassemblies into a dedicated jig and then applies tape at seven spots. The process consists of 19 tasks:

  • Picking up the first wire harness (1) and positioning it in the jig (2).
  • Picking up the second wire harness (3) and positioning it in the jig (4).
  • Adjusting the wire harnesses (5).
  • Picking up the taping tool (6), applying tape at one spot (7), and putting down the tool (8).
  • Picking up the third wire harness (9) and positioning it in the jig (10).
  • Picking up the taping tool (11), applying tape at six spots (12-17), and putting down the tool (18).
  • Removing and storing the completed wire harness (19).

Evaluating the Potential of Cobots

Our first step was to assess the ergonomics of the existing assembly process. Ultimately, we would want the cobot to handle the most physically demanding tasks.

To do that, we began with the ergonomic assessment method outlined in ISO Technical Report 12295. We focused primarily on the neck, trunk and upper limbs, concentrating on handling heavy objects, repetitive tasks, and awkward postures.

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

Comparison chart of human-robot collaboration configurations showing different combinations of workers, robots, work areas, and workpieces in assembly operations.

Any new line layout should be designed based on the number of robots; the number of different workpieces; the number of workers; and the number of working areas. By combining these four production variables, it is possible to identify 16 different layouts for a collaborative workstation. Source: Free University of Bozen-Bolzano

We used the following tools in our assessment:

  • the National Institute for Occupational Safety and Health (NIOSH) equation for manually lifting objects.
  • the Occupational Repetitive Action (OCRA) checklist for repetitive tasks.
  • the Rapid Upper Limb Assessment (RULA) for working postures.

Our goal was not to calculate occupational risks, but rather to determine which tasks would be best suited for the robot and which could be left for people.

From there, we developed a “quick assessment algorithm” intended to help engineers identify assembly tasks that have the potential to be performed in collaboration with a robot. The algorithm is based on the analysis of five process-critical issues (PCIs) covering safety and ergonomics, product and process quality, and economics.

Operator performing wire harness taping at an assembly workstation with cable harnesses, routing fixtures, and a handheld taping tool.

At Elvez, harness assembly tasks can be classified into two groups: insertion (a) and taping (b). Photos courtesy Free University of Bozen-Bolzano

The five PCIs are as follows:

  1. Are there ergonomic problems related to lifting objects, repetitive tasks of the upper limbs, or awkward working postures?
  2. Are there occupational risks to the operator’s safety or health that are not properly managed?
  3. Does the task involve a high level of monotony or a low level of skill?
  4. Is product quality inconsistent?
  5. Is there a high level of non-value-adding activity or a low level of productivity?

Engineers should score the five PCIs for each task of the assembly process. The score is an integer from 0 to 3. A score of 0 means that there are no possible improvements for the task; a score of 3 means the task has extreme potential for improvement.

The potential value of human-robot interaction in an assembly process can then be calculated as a weighted sum of the scores given to the five PCIs for each task in the process. A score of 0 means no potential value. A score of 1 to 8 has low potential value. A score of 9 to 17 has modest potential value. A score of 18 to 26 has good potential value. And, a score of 27 to 36 has high potential value.

Diagram showing the routing and mounting order of multiple wire harnesses across a cable assembly fixture with numbered positioning blocks and connectors.

This drawing shows the layout of the assembly jigs, the position of the wires, and the taping spots. Source: Free University of Bozen-Bolzano

Diagram of a wire harness assembly workstation showing cable supply boxes, assembly panel, storage box, and optimal operator work area.

This drawing shows the layout of the new area the assembly station. Source: Free University of Bozen-Bolzano

Workstation Redesign

Since the assembly process did not require manual lifting of objects weighing 3 kilograms or more, the NIOSH evaluation was not necessary. However, we did perform OCRA and RULA analyses. With the exception of tasks 2, 9 and 18, each assembly task needed improvements in working postures.

For simplicity, we divided the 19 tasks into four groups, since many of them are the same operation repeated in different moments. The four groups were as follows:

Group 1: picking up and positioning the subassemblies (tasks 1-4 and 9-10).

Group 2: adjusting the harnesses (task 5).

Group 3: taping (tasks 6-8 and 11-18).

Group 4: removing and storing the completed wire harness (task 19).

We then scored the five PCIs for each group. Groups 1 and 3 received the highest possible score, 3, for PCI 1 (ergonomics). All the groups received a score of 0 for PCI 2 (health and safety), and all the groups received a score of 2 for PCI 3 (monotony). For PCI 4, group 3 received a score of 2, while the remaining groups scored 0. Finally, groups 1 and 4 received a score of three for PCI 5 (non-value-adding activity). Group 2 scored 0, while group 3 scored 1.

Totting up the scores, it’s clear that all four task groups show good potential for robotic automation, particularly group 1 (loading the subassemblies) with a total score of 18 and group 3 (taping) with a total score of 20.

Wire harness assembly cell featuring dual assembly stations, storage bins, a control interface, and a collaborative robot for cable harness manufacturing.

These photos show the front (a) and back (b) of our laboratory prototype for the new collaborative workstation. Photos courtesy Free University of Bozen-Bolzano

When technical feasibility is also factored in, the group 3 tasks—taping—emerge as the clear target for automation.

With that in mind, we redesigned the assembly line so that a person would load and unload the wire assemblies and a cobot would handle the taping. Our layout consists of one cobot, one assembler, and two workstations.

We chose this arrangement for several reasons:

  • Only one kind of product needs to be assembled.
  • The company wanted to improve productivity without increasing costs.
  • The small size of the assembly area (500 by 300 millimeters) might lead the worker and the cobot to hinder each other, preventing a safe sharing of space.
  • The sequentiality of most of the tasks makes it impossible to parallelize operations between the assembler and the cobot.

Having two workstations overcomes those issues. Indeed, while the assembler is loading and unloading one fixture, the cobot is working on the other.

We designed the new workstations according to the guidelines in ISO 14738. Both the assembly areas and the subassembly bins are within easy reach of the operator, which optimizes working postures.

Sequence of images showing a human operator and collaborative robot performing wire harness assembly tasks, including cable placement, taping, workstation transfers, and final assembly handling.

These images show workers interacting with the new layout. Photos courtesy Free University of Bozen-Bolzano

The assembly area is inclined at 30 degrees to the horizontal, to minimize twisting of the assembler’s wrist. The angle with respect to the vertical axis between the two assembly areas is 120 degrees. This allows the assembler to work on both fixtures with a minimal trunk twist and without colliding with the adjacent panel. Finally, the workstation height, as well as the fixture positions are adjustable to fit each assembler.

The cobot is located at the back side of the workstation, while the assembler is at the front. The assembly areas are located between them. The cobot is located on the floor and moves towards the fixture from below.

To reach the taping zones of both fixtures, the robot is located between them. This reduces the possibility of the cobot colliding with the assembler’s head. However, if the assembler is seated, the cobot could collide with his legs. To avoid that, the assembler can sit on a high stool, or he can work standing.

Top-down view of a wire harness assembly fixture with routing blocks, connectors, clamps, and cable harnesses positioned for manufacturing and assembly.

A jig secures wires prior to taping. Photo courtesy Elvez

Better Ergonomics, Faster Throughput

We tested the redesigned assembly cell in our lab prior to implementing it at Elvez. Two volunteers assembled multiple wire harnesses with the help of the cobot.

The new cell was clearly more ergonomic. Compared with the previous layout, OCRA scores improved by 12 percent for the right side and 28 percent for the left side. Similarly, the RULA scores for awkward postures also improved. Compared with the previous layout, the RULA scores were reduced by 50 percent for the left side and 57 percent for the right side.

Cycle time also improved, from 40 to 35 seconds per part, a 12 percent gain that equates to 1,460 hours per year.

Although our redesigned workstation performed satisfactorily, the cycle time could be shortened further by optimizing the cobot’s motion trajectories and developing a taping tool specially for robotic applications. Reducing the robot’s cycle time by just 1 second could save 292 hours of working time annually.


Editor’s note: This article is a summary of a research paper co-authored by Luca Gualtieri, Ph.D., deputy head of the Smart Mini Factory laboratory; Ilaria Palomba, research assistant; Fabio Antonio Merati, research assistant; and Erwin Rauch, Ph.D., professor for smart and sustainable Manufacturing. To read the entire paper, click here.

KEYWORDS: assembly line design collaborative robots factory automation flexible assembly

Share This Story

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

Renato Vidoni, Ph.D. is a Professor of Applied Mechanics, Mechatronics, and Robotics at the College of Industrial Engineering and Automation, Free University of Bozen-Bolzano, Bolzano, Italy.

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...
    Automotive Assembly
    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

Ferrari

Ferrari Unveils Four-Door EV

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

Volvo Redesigns EV Manufacturing

Robots working at Toyota Plant in Japan

Toyota Deploys Geekplus Robots for Factory Material Handling

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
ebook

Related Articles

  • Moreli Roika and Vanessa Martins capture images of workstations

    CNH Enhances Ergonomics With AI Technology

    See More
  • automated consumer goods assembly system

    Best Practices for Cycle Time Optimization

    See More
  • vision-guided robotics

    Improving Cycle Time in Robotic Workcells

    See More

Related Products

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

  • Collaborative Product Assembly Design and Assembly Planning, 1st Edition

  • processind.jpg

    Digital Transformation for the Process Industries

See More Products

Related Directories

  • DB Cobots

    DB Cobots is a United States based master distributor of Dobot Industrial Collaborative Robots. We stock all models of Dobot Cobots and accessories and provide technical support, service and training. Desktop 4 axis priced at $2,890. 6 Axis Cobot models starting at $19,790. Payloads to 20KG.
  • Real Time Automation

    DistributorsILLINOISEESCO/Div of WESCO Dist. Inc.2401 International Pkwy.Woodridge,  IL(630) 296-2555  https://buy.eescodist.com/ILLINOISRevere Electric Supply Co.975 Weiland Rd.Buffalo Grove,  IL(312) 738-3636  https://www.revereelectric.com/
×

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