工业包装中的人工智能-AI in Industrial

人工智能加上机器视觉似乎已经席卷了分销、包装和制造业。由于这两个原因，现代仓库的运作已经完全改变了。

Artificial intelligence coupled with machine vision seems to have taken over the distribution, packaging, and manufacturing industry by storm. The operations of a modern warehouse have been completely transformed due to these two.

视觉系统和机器学习已经联合起来，在没有特定编程帮助的情况下也能很好地执行任务。人工智能的这一子集有效地形成了一个系统，可以学习，同时也可以相应地优化自身。

Both vision systems and machine learning have teamed up toperform well and that, too, without the assistance of specific programming. This subset of AI efficiently forms a system that could learn and at the same time optimize itself accordingly.

人工智能与智能仓库

AI and Smart Warehouse

人工智能，曾经只是一个理论概念，现在变成了现实，让所有人都惊叹不已。由于人工智能，计算机经历了巨大的变革，并以这样的方式发展，使它们能够独立执行任务，以往这些通常需要人类的智慧。人工智能的一些常见功能包括决策、语音识别、视觉感知和语言翻译，人工智能可以轻松有效地自行管理这些功能。

Artificial intelligence, previously only a theoretical concept and now a reality, has left everybody amazed. Because of AI, computers go through such a massive transformation and are developed in such a way so they can perform tasks independently, which would normally require human intelligence. Some common examples of AI functions are decision-making, speech recognition, visual perception, and language translation, which AI can easily and efficiently manage on its own.

智能仓库是基于人工智能的概念。它侧重于通过一个仓库对来自不同输入的数据进行协作，以便通过对操作进行智能和知情的改进来进化自身。系统能够从原始数据中学习和识别规则、模式以及相互依赖关系。整个供应链，这些仓库可以根据新的场景进行动态和独立的调整。

The smart warehouse is based on the concept of Artificial Intelligence. It focuses on the collaboration of data from various inputs via a warehouse so that it can improve itself by making intellectual and informed improvements to the operations. Systems are able to learn and recognize regularities, patterns along with interdependencies from raw data. These warehouses can dynamically and independently adjust according to new scenarios, all the way through to the supply chain.

通过将IT系统与机器学习算法相结合，先进企业正在迅速创新，并形成竞争优势。人工智能包括复杂的计算操作，有助于创建智能仓库。

Advanced businesses are rapidly innovating and coming up with competitive advantages by combining IT systems with machine learning algorithms. Artificial intelligence comprises of complex computing operations that assist in creating smart warehouses.

人工智能对包装设备的影响

Impact of AI on Packaging Equipment

仔细观察后，你会发现人工智能对加工线和包装设备的影响仍在继续。人工智能改进了流程，从而提高了质量、效率和安全措施。

Upon keen observation, you would notice the impact AI has on the processing lines and packaging equipment and still continues. AI has improved the processes leading to better quality, higher efficiency rates, and enhanced safety measures.

人工智能负责许多与工程相关的目标，例如：

零停机时间

更好的预测性维护

增加员工敬业度

明确跟踪标准的符合性

AI takes care of numerous engineering-related goals such as:

Zero downtime

Better predictive maintenance

Increased employee engagement

Clear tracking regarding the compliance of standards

人工智能在包装领域的未来

The future of AI in Packaging

机器人被越来越多的应用到挑选和包装产品，这引起了人们的极大关注。整个过程可以完全自动化。使用机器人去包装比人工效率提高了四倍。

There is a lot of attention to the increased use of robots topick and pack the products. The entire process could be completely automated. Using robots to help with packaging boosts the capacity by four times compared to the human-run centers.

人工智能目前只是在一些方面改革了电子商务，但这种影响和灵活性在不久的将来一定会增加。这将有助于建立更好的客户关系，增加销售，识别异常，并使隐私和个性化更加紧密。

AI has simply reformed e-commerce in a few ways. But the impact and flexibility are bound to increase in the near future. This would lead to building better customer relations, increasing sales, identification of exceptional diagnosis and bringing privacy and personalization closer.

包装行业有机会见证动态定价与价值链的结合，从而优化主要参与者的经济价值。增强人机交互将优化人工智能集成，也将使智能仓库更加成功。至于人类，他们仍然需要监督和忽略机器，确保系统在必要的时候学习并调整。

There is a chance for the packaging industry to witness the rise of dynamic pricing coupled with the value chain and as a result, optimize the economic value for major players. Boosting human and machine interaction will optimize AI integration and also make smart warehouse more successful. As for humans, they are still required to supervise and overlook machines, making sure that the systems are learning things while making adjustments if need be.