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GE Digital (GE) (General Electric) > 实例探究 > Toray Plastics (America), Inc. Optimizes Manufacturing Operational Performance with Big Data Analytics
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Toray Plastics (America), Inc. Optimizes Manufacturing Operational Performance with Big Data Analytics

技术
  • 分析与建模 - 大数据分析
  • 分析与建模 - 预测分析
  • 分析与建模 - 实时分析
适用行业
  • 化学品
  • 消费品
  • 食品与饮料
适用功能
  • 离散制造
  • 质量保证
用例
  • 库存管理
  • 预测性维护
服务
  • 软件设计与工程服务
  • 系统集成
挑战
The diversification of today’s “food-on-demand” culture has led to an increasing need for keeping food products safe and fresh for extended periods of time—all while preserving its original flavor. Consumers expect their food products to maintain a relatively long shelf life without compromising quality. And as a result of this growing demand, Toray Plastics was faced with producing better food packaging film than ever before. Food packaging film is composed of very unique components for protecting against oxygen and water, and producing these films is no easy task. It requires very tight production processes that are examined with the utmost scrutiny to ensure the highest quality. So, in order for Toray Plastics to meet its vision to remove waste across the organization and remain competitive, the company implemented a new integrated system that allowed it to monitor its film manufacturing much more closely to ensure exact quality standards in every unit.
关于客户
Toray Industries, Inc. is behind the manufacturing of many of the shiny metallized packages that protect a variety of food products, from snack food to cookies, prepared meals, candy, crackers, and granola bars. Toray Industries—headquartered in Tokyo, Japan—is the world leader in high-performance films, synthetic fibers and textiles, carbon fibers, plastics, chemicals, and pharmaceuticals. Today, the organization operates 254 facilities in 26 countries with more than 45,000 employees—with annual sales exceeding $19 billion. Toray Plastics (America), Inc., an American based subsidiary of Toray Industries, is responsible for manufacturing the Torayfan Polypropylene Film, Lumirror Polyester Film, and Toraypef Olefin Foams across its Rhode Island and Virginia facilities. Within its facilities, Toray Plastics operates through a bi-modal approach—a combination of standard operations mixed with agile and cutting-edge techniques—that is fueled by technology. With a keen focus on lean activities, the company’s strategy goes beyond the standard “mode one” of keeping a business up and running. Instead, Toray Plastics consistently strives to integrate innovation, creativity, and experimentation into all of its processes.
解决方案
Toray Plastics started leveraging Plant Applications from GE Digital, part of the Brilliant Manufacturing suite. As an on-premises solution, Plan Applications allowed Toray Plastics to collect real-time data directly from edge devices and assets for critical key performance indicators, as well as perform batch analyses to optimize operations. Plant Applications enabled operators to oversee manufacturing on a more granular level and reduce the production of defective film (first pass quality), which improved overall equipment effectiveness, quality, and reduced material waste, thus helping to increase efficiencies and decrease costs. Toray Plastics also tightly integrated Plant Applications with its SAP software, which made it extremely cost effective and scalable globally. The two systems continuously pass about 30,000 pieces of information a day between one another— covering everything from inventory status to bill of materials, customer specifications, and production order status. This alignment between GE Digital and SAP allowed both systems to utilize the same number of assets and labor while significantly increasing productivity.
运营影响
  • Toray Plastics yielded some big results, such as significant savings in film recovery, increase in film productivity, and improving uptime.
  • Toray Plastics also drove significant quality improvements by decreasing the amount of time for product traceability as well as lowering film defective rate.
  • The company further developed its by-the-numbers approach by creating a downtime dashboard—which tracked each line by shift, downtime percentage, and cost of downtime—to better align plant floor metrics to executive level goals.
数量效益
  • Reduced lead time for product traceability
  • Savings in film recovery
  • Increased film productivity

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