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Manufacturing

Preventing stock losses and reducing operator costs for global fashion retailer

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The challenge

Tackling shrinkage with automated machine vision inspection

The GOH conveyors developed by AMH Material Handling process millions of garments every year. Overhead GOH conveyors can be designed to transport either single units for sortation or ratio packs and batches for transportation and storage.

Transporting hanging garment ratio packs or batches using GOH conveyors requires separation into single units for accurate sortation. The high-speed separation process can often result in the accidental doubling up of hangers which can often be missed by older item detection technologies. 

Over time, the doubling up of hangers can result in stock management issues as the stock information for dispatched items will be incorrect when compared against the stock received at the final destination. For major retailers, this can be a huge problem. To address it, full-time operators were placed on the lines to spot double hanger issues – a costly and labour-intensive fix.

When AMH began developing its bespoke automated solution in 2015, it contacted the manufacturer Cognex and its partner network to supply the machine vision expertise. As one of Cognex’s only UK Platinum Partners, Bytronic was recommended to develop and install the vision solution.

textile production line

The solution

Image capture and data processing within milliseconds

The result is AMH’s vision detection system which identifies double hangers as they pass along the automated single unit sortation line. This solution prevents stock losses without the need for manual checks. 

The system combines AMH’s mechanical and electrical installation supported by programmable logic controllers (PLC), Cognex’s cameras and Bytronic’s lighting and vision software programming. The line is able to count each carrier, identify its unique number, track its location, check it is secure and not broken, and identify any double hangers, accepting or rejecting the carrier accordingly.

garment production line

Bytronic installed and programmed the camera software to capture an image of each carrier when triggered by the line. The camera is detecting several key features including the condition of the carrier and its individual parts to ensure they are maintained and serviced when required to prolong the lifespan of the system. 

The image is captured, data processed and an ‘accept’ or ‘reject’ message is sent back to the control system, all within milliseconds. If a doubled hanger or damaged carrier is detected, the ‘reject’ message activates a reject divert, sending the items to a separate defect lane for further inspection.

Managed by AMH, the project was delivered in partnership, with the data captured by Bytronic’s camera and the lighting system being processed by the PLC controls and software solution provided by AMH. The inspection system was calibrated and tested offline before installation, as all factory acceptance testing (FAT) could be done off-site.

The results

Return on investment delivered inside 12 months with added maintenance benefits

Once operational, the savings were immediate. The upgrade has delivered a return on investment in under a year, through significantly reducing operator costs. This meant the ‘inspection’ operators, who were previously on shift 24/6, could now be deployed elsewhere. In addition, the new overhead system has supported a reduction in stock losses by improving both the stock accuracy and inventory being distributed to stores nationwide.

Whilst the project’s primary focus was to detect double hangers, it has delivered a further benefit in identifying possible maintenance issues. The solution now identifies and stores statistics on carrier damage – ready for maintenance engineers to fix and update the system. By removing doubled or damaged hangers from service, it also reduces the risk of tangled hangers and unnecessary downtime due to reoccurring damage.

The Bytronic solution promise

Bytronic is a 100% customer-centric engineering technology solution provider. We work with multiple OEM and line-builder organisations.

Our advantage is that we approach solution design to solve customer challenges. Our goal is optimum productivity; future-proofed manufacturing.

Read more about our innovation and partnering approach.