艾利丹尼森的 与 ReCircled 的试点项目使用 RFID 标签, 实现了自动化服装分类的 99% 准确率, 大大减少了服装识别和处理的工时。
Avery Dennison的 pilot project with ReCircled achieved 99% accuracy in automated garment sorting using RFID tags, substantially reducing labour hours for garment identification and processing.
该试点项目与两个主要服装品牌, 合作，使用 atma.io 云平台将艾利丹尼森的 RFID 标签嵌入到服装, 中，以捕获, 商店, 管理和共享服装生命周期数据。
Conducted in collaboration with two major apparel brands, the pilot embedded Avery Dennison的 RFID tags into garments, using the atma.io cloud platform to capture, store, manage and share garment life cycle data.
目标是将传统的手工服装处理与自动化系统, 进行比较，测量为每件商品分配唯一数字身份的影响。
The goal was to compare traditional manual garment processing with an automated system, measuring the impact of assigning unique digital identities to each item.
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试点数据表明，该解决方案在效率和准确性方面比手动服装分拣 – 提供 “ 惊人的优势”。结果显示，RFID 标签为一个服装品牌减少了 95.9% 的扫描工时，为另一个服装品牌减少了 99.9% 的扫描工时。
Data from the pilot suggests the solution offers “staggering benefits” over manual garment sorting – in terms of both efficiency and accuracy. Results showed that RFID tagging reduced scanning labour hours by 95.9% for one apparel brand and 99.9% for the other.
通过 RFID 技术，分拣准确率达到 99%,，比通过人工处理报告的 89% 和 72% 的准确率有所提高。
Accuracy in sorting reached 99% through RFID technology, an increase over the 89% and 72% rates reported through manual handling.
该系统还捕获了重要的产品数据，例如电子产品代码和材料重量,，支持外部报告和合规性要求。
The system also captured essential product data such as Electronic Product Code and material weight, supporting external reporting and compliance requirements.
The study also found that the improved efficiency and precision in sorting can “more than offset” the initial investment costs associated with implementing RFID-enabled processes.
由 RFID, 支持的自动化, 使项目团队能够以最少的人工干预, 处理大量报废服装，这有助于以传统劳动力支出的一小部分对未售出或损坏的物品进行退税等索赔。
Automation, enabled by RFID, allowed the project teams to process high volumes of end-of-life clothing with minimal manual intervention, which facilitated claims such as Duty Drawback on unsold or damaged items at a fraction of traditional labour expenditure.
ReCircled 首席执行官 Scott Kuhlman 评论: “ 接收, 计数, 和识别项目的手动过程是当今的一个重大瓶颈。当我们探索先进技术, 时，我们认识到 RFID 是当今经过验证且功能强大的解决方案。它使我们能够立即识别数百个项目, 最大限度地减少体力劳动, 减少错误, 并且是解锁完全自动化的关键。它甚至使单项退税成为现实。我们正在消除浪费并加速整个运营。”
ReCircled CEO Scott Kuhlman commented: “The manual process of receiving, counting, and identifying items is a significant bottleneck today. While we explore advanced technologies, we recognise that RFID is a proven and powerful solution today. It allows us to instantly identify hundreds of items, minimising manual labour, reducing errors, and is the key to unlocking full automation. It is even making single-item Duty Drawback a reality. We are eliminating waste and accelerating our entire operation.”
Despite the positive results, the report notes that broader adoption depends on fashion brands integrating digital triggers such as RFID tags at the point of manufacture.
从一开始就嵌入此数字身份可以实现高效的回收,转售,和报废流程，同时最大限度地提高每件衣服的回收价值。
Embedding this digital identity at the outset enables efficient recycling, resale, and end-of-life processes while maximising the value recovered from each garment.
ReCircled 表示，该试点“ 展示了一条清晰的, 数据支持路径，可实现更高效, 盈利, 和时尚行业可持续发展的未来”。
ReCircled says the pilot has “demonstrated a clear, data-backed path to a more efficient, profitable, and sustainable future for fashion”.
ReCircled 此前曾与北美牛仔布生产商 Kaltex, 合作，在西半球推出完全垂直且透明的圆形牛仔布。
ReCircled has previously worked with Kaltex, a denim producer in North America, to introduce fully vertical and transparent circular denim in the Western Hemisphere.
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