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Bluetooth Devices Help Deliver Industrial Projects

2023-04-12
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Illustration: © IoT For All

The adoption of Bluetooth-enabled devices during manual work activities has a powerful impact on safety, transparency, and quality across multiple industries. Over the last decade, many companies have recognized the need for digitalization. This digitalization trend was further accelerated by the COVID-19 pandemic, which created a valuable opportunity for companies to review and improve current work practices. At Cumulus, we saw increased adoption of BLE (Bluetooth Low Energy) enabled technologies, which allowed for creating digital workflows, collecting field data, and confirming work progress. This, in turn, empowered companies with improved work quality, savings in labor hours, and a reduction in rework. Because of this, Bluetooth Low Energy has many industrial use cases.

“The adoption of Bluetooth-enabled devices during manual work activities has a powerful impact on safety, transparency, and quality across multiple industries.“

-Cumulus Digital Systems

The Cause of Delays & Budget Problems

In late 2016, a major energy company was working on an LNG facility, which was over budget and behind schedule. The company’s leadership knew that this was common in its capital projects, and wanted to finally do something about it. Consequently, studies were initiated using systems engineering to better understand the problem, decompose it, and propose effective solutions. Using the LNG facility as a case study, common themes emerged:

  • Projects are staffed with transient field workers resulting in high turnover.  
  • The ratio of inspectors compared to field workers was low, leading to a huge backlog of incomplete work, resulting in a schedule slip. 
  • The status of fieldwork and field data were not readily available. Data latency could span days or even weeks.  

An area that suffered acutely was mechanical operations and integrity; specifically, joint assembly. In most facilities, joints are assembled by craft workers, sometimes called fitters. The joints need to be inspected by quality operators. The data from the joint assembly process needs to be captured and documented for compliance and audit purposes.

The ASME PCC-1 standard recommends transparency, record keeping, and adherence to established guidelines as three components that work to ensure flawless tightening of bolted connections. Therefore, mature facilities typically have a flange management plan, describing engineering and procedural controls that govern joint assembly processes.  

In a typical chemical plant or oil refinery, there are regular maintenance intervals referred to as Turn-Around Maintenance (TAM). During a TAM event, whole sections of the plant are shut down for a duration spanning four to eight weeks. Large armies of workers are brought in, some of whom may have never worked in a plant before. They are trained and deployed to perform critical manual work activities, which consist of disassembling, servicing, and reassembling joints per the site’s standard operating procedure.

This process requires careful oversight, hence the need for inspectors and Quality Assurance engineers. Despite the established engineering and procedural controls, there is a high rate of rework, and in some cases, shutdown resulting from leaks caused by mistakes made during maintenance activity. In all cases, the issues can be traced to one of these three root causes: 

  1. Worker error due to improper/insufficient training 
  2. Lack of inspection/review of work 
  3. Lack of real-time field data 

Industry data suggests that 30 percent of manual work is not performed correctly, wasting over $625 billion every year. Furthermore, preventable accidents release an estimated 170 million metric tons of Green House Gases (GHG) emissions each year, equivalent to 36 million cars (GEC 2021 study).

Finally, unplanned downtime costs industrial facility owners $260,000 per hour on average (GE/ServiceMax 2019). Making matters worse is the fact that construction and operations teams cannot find enough qualified workers.

According to the AGC 2021 Workforce Survey, the industry needs 2.2 million more workers in 2022, but 72 percent of contractors report difficulty finding quality candidates. S&P Global 2020 states that the Great Crew Change is a “demographic time bomb” driving the adoption of IoT, AI, and AR. Regardless, most commonly used digital solutions do not ensure work quality. 

Bluetooth & Digitalization: Empowering Projects

Luckily, there is a way to address all three problems with digitalization. The nature of manual work will always depend on transient workers. This means that continuous training and re-enforcement of learning are necessary.

When data is captured in such a way that it demonstrates how the work was performed, a qualified inspector would have the necessary information to assess the quality of the job that was done without being physically present.  

Data connectivity provides a real-time link between field and office workers, empowering inspectors and supervisors to track work progress in real-time. This injects transparency at all levels of work; from the individual who performs the work, to the individual who inspects it. In this manner, the ASME recommendation of transparency, record keeping, and adherence to guidelines can be observed.

Bluetooth-enabled tools have been a crucial means of field data collection. During joint assembly, a digital BLE torque wrench is used to track the torque applied on individual bolts on each connected joint. The wrench is paired with a mobile device.

The engineering data for the joint is downloaded to the application, which uses the workflow to guide the worker on the number of passes, the tightening pattern, and the torque value that should be applied during each pass. This reinforces the training already provided to the worker.  

The ability to communicate with a Bluetooth-enabled device is a differentiator, as it allows an inspector to see the actual torque applied on each bolt, providing a degree of transparency previously unavailable. Once the work is completed, the associated data is uploaded to a server. Using a web browser, an inspector can view all the data associated with the work that was done, including an auto-generated completion report.  

Benefits of Bluetooth-Enabled Devices

Bluetooth Low Energy protocol is mostly adapted for consumer applications. Therefore, most off-the-shelf GATT profiles are created for use with consumer products. GATT profiles have the benefit of providing standard communication contracts such that consumers can be manufacturer agnostic.

A consumer can buy a device from any manufacturer and expect it to work (plug-and-play). The point-to-point nature of Bluetooth connectivity is especially beneficial in industrial settings where network connectivity is mostly unavailable. Bluetooth Low Energy connected devices have several practical benefits:

  • Provides digital interface to control tools. 
  • Allows for collection and documenting of tool data. 
  • Point to Point connection minimizes security risks from open web interfaces. 
  • Ability to transmit data in real time. 

Using Bluetooth-connected technology to track flange assemblies, we saw approximately 0.1 percent leak rate, easily a 100-fold reduction in the leak rate compared to the over 10 percent leak rates often seen on projects using traditional methods. Further, one project estimated that they abated 768,000 metric tons of greenhouse gas emissions by preventing leaking flange assemblies, in addition to thousands of labor hours and millions of dollars in labor costs saved by avoiding rework.

In 2016, there were few industrial torque wrenches with BLE interfaces. Leading brands manufactured wrenches with unique communication protocols, like HART, Bluetooth SPP, and Serial port communication. In all cases, the tool interface was unique, and required customizations, and extra hardware for the data interface. The communication interface was not designed to provide the type of information useful for workflow management. Furthermore, there was no off-the-shelf intrinsically safe Bluetooth-enabled digital torque wrench. 

BLE Adoption in Industrial Applications

The use of Bluetooth-enabled tools has been a major facilitator of industrial digitalization, enabling the collection of real-time data, worker-level quality, and progress data. While the use case discussed was joint assembly, the same problems apply to work processes that require engineering and procedural controls to ensure quality and safety. Similar savings can be realized in these use cases, however, there are challenges that, if addressed, will ease the adoption of BLE-enabled devices. There are no standard GATT profiles for most industrial tools. The creation of such profiles will have the following benefits: 

  • Allow tool manufacturers to focus on their core competency knowing that they can use off-the-shelf Bluetooth chips. 
  • Allow electronic device manufacturers to provide SDKs (Software Development Kits) that ensure BLE standards are adequately met for industrial tools. 
  • Drive standardization in the capabilities of tools/devices across the different manufacturers in the industry. It allows tool manufacturers to see the features and capabilities most useful to customers.  
  • Allow customers (industrial facilities) to buy tools from their manufacturer of choice with an expectation of a basic set of capabilities. 
  • Bluetooth allows developers to design apps tailored to industrial tools without the overhead of buying every single tool and device in the market for testing. 

Continued Advancement

For the continued advancement of innovative industrial digitalization solutions, Bluetooth is a strong solution. The creation of GATT profiles and Bluetooth protocols for industrial tools such as torque wrenches, hydraulic pumps, and digital tags will only increase industry adoption.

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  • Bluetooth Low Energy
  • Connectivity
  • Industrial Automation
  • Industrial Internet of Things

  • Bluetooth Low Energy
  • Connectivity
  • Industrial Automation
  • Industrial Internet of Things

参考译文
蓝牙设备帮助交付工业项目
在手工工作活动中采用蓝牙设备对多个行业的安全性、透明度和质量具有强大的影响。在过去的十年里,许多公司已经认识到数字化的必要性。2019冠状病毒病(COVID-19)大流行进一步加速了这一数字化趋势,为公司审查和改进当前的工作实践创造了宝贵的机会。在Cumulus,我们看到BLE(蓝牙低能耗)技术的采用越来越多,该技术允许创建数字工作流程,收集现场数据,并确认工作进度。这反过来又使公司提高了工作质量,节省了劳动时间,减少了返工。正因为如此,低能耗蓝牙有许多工业用例。“在体力劳动活动中采用蓝牙设备对多个行业的安全性、透明度和质量产生了巨大影响。”2016年底,一家大型能源公司正在建设一个液化天然气设施,该设施超出预算,落后于计划。该公司的领导层知道这在其资本项目中很常见,并希望最终采取一些措施。因此,研究开始使用系统工程来更好地理解问题,分解它,并提出有效的解决方案。以LNG设施为案例研究,发现了共同的主题:机械操作和完整性受到严重影响;具体来说,就是联合装配。在大多数工厂,接头是由工艺工人组装的,有时被称为钳工。接头需要由质量操作人员进行检查。为了合规性和审计目的,需要捕获和记录来自联合装配过程的数据。ASME PCC-1标准建议将透明度、记录保存和遵守既定指南作为确保螺栓连接完美紧固的三个组成部分。因此,成熟的工厂通常都有法兰管理计划,描述控制接头组装过程的工程和程序控制。在一个典型的化工厂或炼油厂,有定期的维护间隔称为周转维护(TAM)。在TAM事件期间,工厂的整个部分被关闭,持续4到8周。大批工人被引入工厂,其中一些人可能从未在工厂工作过。他们经过培训和部署,执行关键的手工工作活动,包括根据现场标准操作程序拆卸、维修和重新组装接头。这个过程需要仔细的监督,因此需要检查员和质量保证工程师。尽管已经建立了工程和程序控制,但返工率很高,在某些情况下,由于维护活动中的错误导致泄漏而导致停机。在所有情况下,这些问题都可以追溯到这三个根本原因之一:行业数据表明,30%的手工工作没有正确执行,每年浪费超过6250亿美元。此外,可预防的事故每年排放约1.7亿公吨温室气体,相当于3600万辆汽车(GEC 2021年的研究)。最后,计划外停机时间给工业设施所有者带来的平均每小时26万美元的损失(GE/ServiceMax 2019)。更糟糕的是,建设和运营团队无法找到足够多的合格工人。根据AGC 2021年劳动力调查,到2022年,该行业还需要220万名工人,但72%的承包商表示难以找到合格的候选人。《S&P Global 2020》指出,大人员变动是一颗“人口定时炸弹”,推动物联网、人工智能和增强现实的采用。无论如何,最常用的数字解决方案并不能确保工作质量。 幸运的是,有一种方法可以通过数字化解决这三个问题。体力劳动的性质总是取决于临时工人。这意味着不断的培训和强化学习是必要的。当数据以这样一种方式被捕获,它展示了工作是如何进行的,一个合格的检查员将有必要的信息来评估工作的质量,而不是亲自在场。数据连接提供了现场和办公室工作人员之间的实时链接,使检查人员和主管能够实时跟踪工作进度。这为各级工作注入了透明度;从执行工作的个人,到检查工作的个人。通过这种方式,可以观察到ASME关于透明度、记录保存和遵守指导方针的建议。蓝牙工具已经成为现场数据收集的重要手段。在关节装配过程中,一个数字BLE扭矩扳手用于跟踪施加在每个连接关节上的单个螺栓上的扭矩。扳手与移动设备配套使用。连接的工程数据被下载到应用程序中,该应用程序使用工作流程来指导工人在每次通过过程中应该应用的通数、拧紧模式和扭矩值。这加强了已经提供给工人的培训。与蓝牙设备通信的能力是一个区别,因为它允许检查人员看到每个螺栓上施加的实际扭矩,提供了以前无法获得的一定程度的透明度。工作完成后,相关数据将上传到服务器。使用web浏览器,检查人员可以查看与已完成工作相关的所有数据,包括自动生成的完成报告。蓝牙低能耗协议主要适用于消费类应用。因此,大多数现成的关贸总协定配置文件是为消费产品而创建的。关贸总协定配置文件的好处是提供标准的通信合同,这样消费者就可以与制造商无关。消费者可以从任何制造商购买设备,并期望它能够工作(即插即用)。蓝牙连接的点对点特性在大多数网络连接不可用的工业环境中尤其有用。蓝牙低能耗连接设备有几个实际的好处:使用蓝牙连接技术跟踪法兰组件,我们发现泄漏率约为0.1%,与传统方法中通常超过10%的泄漏率相比,泄漏率降低了100倍。此外,一个项目估计,通过防止法兰组件泄漏,他们减少了768,000公吨温室气体排放,此外还通过避免返工节省了数千个工时和数百万美元的人工成本。2016年,很少有带BLE接口的工业扭矩扳手。领先品牌生产的扳手具有独特的通信协议,如HART,蓝牙SPP和串行端口通信。在所有情况下,工具接口都是唯一的,并且需要定制,并且需要为数据接口提供额外的硬件。通信接口没有被设计为提供对工作流管理有用的信息类型。此外,没有现成的本质安全蓝牙数字扭矩扳手。
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