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/Five Things You Need to Know about Smart Manufacturing

Five Things You Need to Know about Smart Manufacturing

利用机器学习来做出更好的决策in real time.

Posted: July 7, 2021

The data that digitally connected machines provide helps operators, managers, and shop owners make better decisions, in real time.
工具信息显示在平板电脑设备上。
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DIGITAL BY DESIGN

BY BIJAL PATEL

Digitally connected machines provide data so shop owners can make decisions in real time, which also lends itself to the lean manufacturing principle of continuous flow. The implementation of this process takes time; however, as the industry turns its focus to machine utilization, it will be difficult to keep pace.

1.仅一笔少量投资,机器车间如何开始数字加工?

Before you implement any IT strategy, I recommend conducting a pre-study to map out your operation to help you better understand where it makes sense to put your investments. The outcome of that study will determine when and where to connect machines. I also recommend that shops evaluate their IT framework and policies. This evaluation can be as simple as knowing the age of your machines and knowing if those machines have Ethernet ports, which is critical. But it is also important to understand the current network capabilities of your shop. Does your shop have Wi-Fi or any additional parallel networks for connecting devices? From there, you will start to develop a better picture of the type of investment you will need to make to get started in digital machining.

2.如果我们的商店不采用这项技术,是否会有风险?

Plenty of us have achieved success in our shops without this technology. But in the future, there will be more of a focus on machine utilization versus machining efficiency, especially for mass production facilities. The right digital technology will allow job shops to plan their work better and optimize the flow of work across their machines. Adopting this technology doesn’t happen overnight, but over time, it will be more difficult to keep pace and be competitive without the advantages of data. Therefore, shops that adopt digital technology are on track to become more efficient as they find and eliminate waste in their operations.

3.发现操作浪费时,数字连接的商店将如何最大化我的加工利用率?

The data that digitally connected machines provide helps operators, managers, and shop owners make better decisions, in real time, to support the lean principles of continuous flow. As engineers go about their continual improvement activities around the actual cutting process, it’s natural that what happens in the machine will have its normal incremental improvements. However, the ecosystem around the machine will not be as easily optimized without the assistance of technology. Data that is collected includes data about what’s happening 24/7, even when engineers aren’t actively trying to improve something specific.

一旦您习惯了数据挖掘和运行分析,就可以根据从该数据中收集的见解采取行动。虽然很难在上面添加数字,但我们已经看到高达50%的运营效率。您将获得大小/输出比率以及灵活性和预测的改善。计划会更容易,因为您正在使用数据来计划材料,工具和人员时间,而不是做出有根据的猜测。

4. How will digital machining impact the skills gap?

预期的技术我们的短缺rkers in the future, we need to rethink the types of skillsets that will be needed for employees. Digital machining assists with translating traditional tribal knowledge that has been built up and learned over years of experience and package it and provided in a way that allows employees with machining insights to make better and faster decisions.

要考虑的另一件事是,下一代机械师是数字本地人。随着互联网访问,移动设备的长大,并且因为它们定期使用社交网络服务,这意味着这些数字接口已经很熟悉,并且会更容易采用。

5. What standardization or common languages will be in place in the future so all platforms can work together?

For CNC machines, MTConnect is a great example. MTConnect is an open, royalty-free, universal factory floor communication standard that is designed specifically for the shop floor environment. The protocol enables efficient transfer of data between devices (such as CNCs) and manufacturing shop floor software applications. To help with data flowing between various systems, many advanced platforms offer Application Programming Interfaces (APIs) that can be integrated to facilitate communication between software. Also, with cloud platforms, you don’t need closets full of servers or IT management systems. It’s now possible to leverage large amounts of storage and do computations in an economical way, all the while keeping things lightweight so it is easier for you to manage on your end.

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