Machine monitoring, also known as condition monitoring or predictive maintenance, refers to the practice of monitoring electrical equipment via sensors to collect diagnostic data.
通过传感器和节点网络实现的预测性维护也将允许企业延长工业设备的生命周期。
Predictive maintenance, achieved through a web of connected sensors and nodes, will allow businesses to extend the life cycles of industrial devices, too.
在这种情况下,像预测性维护,合作安全等添加功能可以提高机器的TCA,但TCO实际上会下降。
In this context, adding capabilities like predictive maintenance, collaborative safety, etc. may raise the TCA of a machine but the TCO will actually fall.
西班牙是推出该公司基于物联网的先进MAX--业界首个预测性维护解决方案--的试点国家。
Spain was a pilot country for launching the company's advanced IoT-powered MAX- the industry's first predictive maintenance solution.
这一观点是绝对正确的,但是,这种预测性维护能力已经存在也是一个事实。
Absolutely this point of view is right, but it is also a fact that this predictive maintenance capability already exists.
基于AI的解决方案旨在应对整个能源行业的挑战,从库存优化和能源管理到预测性维护。
The AI-based solutions are designed to address challenges across the entire energy industry, from inventory optimisation and energy management to predictive maintenance.
例如,数据可用于预测特定组件或产品的需求,或改善工业设备的预测性维护。
For example, data can be used to predict demand for a particular component or product, or improve predictive maintenance of industrial equipment.
例如,数字TIC利用车辆中智能传感器生成的数据进行安全检查和预测性维护。
For instance, digital TIC leverages the data generated by smart sensors in vehicles to carry out safety and security inspections and predictive maintenance.
下面,我们列出了可能的预测性维护应用,并提供已经实施预测性维护解决方案的制造商示例。
Below, we list possible predictive maintenance applications and provide examples of manufacturers who have already implemented IoT-based predictive maintenance solutions.
数据可用性是IIoT的标志之一,因为它允许企业更有意义地利用数据,包括实现机器的预测性维护。
Data availability is one of the hallmarks of IIoT because it allows businesses to leverage data more meaningfully, including enabling predictive maintenance for machines.
如果泄漏产生可听噪声,对于预测性维护来说就已经太晚了。
If a leak generates audible noise, it is already too late for predictive maintenance.
在工业环境中,IIoT是预测性维护、增强现场服务、能源管理和资产跟踪等流程的关键。
In an industrial setting, IIoT is key to processes such as predictive maintenance(PdM), enhanced field service, energy management and asset tracking.
通过对设备和机器进行预测性维护来优化各行业生产力的数据.
Data that optimize productivity across industries through predictive maintenance on equipment and machinery.
Plummer指出,预测性维护可以降低10%到20%的成本。
Plummer points out that something as simple as predictive maintenance, can slash costs by 10% to 20%.
预测性维护系统还需要在生产变更、机器变更或类似变更的情况下进行调整。
The predictive maintenance system also needs to be adapted in the event of production alteration, changes to machinery or similar.
一些用例,如预测性维护,对于所有行业来说都是一个很好的机会。
Some use cases, such as predictive maintenance, represent a great opportunity for all industries.
机器学习和高级分析在预测性维护和制造过程的其他方面也起着非常重要的作用。
Machine learning and advanced analytics play an important part in predictive maintenance and other aspects of the manufacturing process.
这是迈向预测性维护的第一步:它不是全面状态监测,它关注温度,振动和其他因素。
It is a first step towards predictive maintenance: it isn't full condition monitoring, which looks at temperature, vibration and other factors.
数字化孪生体有利于提升制造效率,为预测性维护奠定基础,从而尽可能提升生产率。
Digital twins will create greater opportunity for manufacturing efficiency, and create the foundation for predictive maintenance so you can maximize productivity.
目前,通用汽车更多的将ZDT作为一种预测性维护工具,而不是进程内的自适应工具。
Right now, GM is using ZDT more as a predictive maintenance tool as opposed to an in-process adaptive tool.
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