Bluetooth Devices Help Deliver Industrial Projects

2023-04-12 18:16:17
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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.“


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.



参考译文
蓝牙设备帮助交付工业项目
插图:© IoT For All 在人工操作活动中采用蓝牙设备对多个行业的安全、透明度和质量产生了深远影响。在过去十年中,许多公司都认识到数字化的必要性。这种数字化趋势因新冠疫情的爆发而进一步加速,疫情为公司提供了宝贵的机会去审视并改进当前的工作流程。在Cumulus公司,我们看到了蓝牙低功耗(BLE)技术的广泛采用,这使得创建数字工作流程、收集现场数据以及确认工作进展成为可能。这反过来又增强了公司的作业质量,节省了人工工时,并减少了返工情况。因此,蓝牙低功耗在工业领域有许多实际应用。“在人工操作活动中采用蓝牙设备对多个行业的安全、透明度和质量产生了深远影响。” **延迟与预算问题的成因** 2016年底,一家大型能源公司正在建设一个液化天然气(LNG)设施,但该项目预算超支且进度滞后。公司管理层意识到,这种情况在其资本项目中很常见,他们最终决定采取行动。因此,公司开始使用系统工程进行研究,以更好地理解问题,对其进行分解并提出有效的解决方案。以该LNG设施为案例,发现了一些共同的主题: - 项目依赖临时现场工人,导致人员流动率高。 - 检查员与现场工人的比例较低,造成大量工作未完成,从而影响了进度。 - 现场作业状态和数据无法及时获取,数据延迟可能持续几天甚至几周。 - 一个特别严重的问题是机械操作与完整性,特别是法兰连接作业。在大多数设施中,法兰连接是由技工完成的,他们也被称为装配工。法兰连接必须由质量检验人员进行检查。法兰连接过程中的数据需要记录和存档,以便符合法规和审计要求。 ASME PCC-1标准推荐了透明度、记录保存和遵循既定指南作为确保法兰连接紧固质量的三个关键因素。因此,成熟的设施通常会有一个法兰管理计划,描述控制法兰连接流程的工程和程序规范。在典型的化工厂或炼油厂中,会定期进行称为“年度检修”(Turn-Around Maintenance, TAM)的维护工作。在TAM期间,工厂的某些部分会关闭4到8周。大量工人被召集进来,其中一些人可能从未在工厂工作过。他们接受培训,然后被部署执行关键的、手动工作,包括拆卸、维修和重新组装法兰连接,按照现场标准操作程序进行操作。 这一过程需要严密的监督,因此需要检验员和质量保证工程师。尽管已制定了工程和程序控制,但返工率仍然很高,有时甚至因维护过程中的错误导致泄漏,从而引发停机。所有问题都可以追溯到以下三个根本原因: - 由于培训不当或不足导致工人错误。 - 缺乏工作检查和审核。 - 缺乏实时现场数据。 行业数据显示,30%的现场手动工作执行不规范,每年浪费超过6250亿美元。另外,可预防事故每年释放约1.7亿吨温室气体(GHG)排放,相当于3600万辆汽车的排放量(GEC 2021研究)。最后,非计划停机每次平均给工厂业主带来每小时26万美元的成本(GE/ServiceMax 2019)。更糟糕的是,施工和运营团队难以找到足够的合格工人。根据AGC 2021年劳动力调查,2022年行业需要额外220万工人,但72%的承包商表示难以找到高质量的候选人。S&P Global 2020年称“伟大的团队更替”是一场“人口结构的时间炸弹”,正在推动IoT、AI和AR的采用。 尽管如此,目前大多数常用的数字化方案并不能确保工作质量。幸运的是,数字化可以解决上述三个问题。人工操作的性质始终依赖于临时工人,这意味着持续的培训和学习强化是必须的。当数据以能展示工作方式的方式被记录时,即使不在现场,合格的检验员也能获得足够的信息来评估工作质量。数据连接为现场和办公室人员之间提供了实时的联系,使检验员和监督人员可以实时跟踪工作进度。这在工作各层级注入了透明度,从执行工作的人,到检验工作的人。在这种方式下,ASME关于透明度、记录保存和遵循指南的建议可以得到实现。 蓝牙设备是现场数据收集的重要手段。在法兰连接过程中,使用数字蓝牙低功耗(BLE)扭矩扳手来跟踪连接法兰中每个螺栓的扭矩。扳手与移动设备配对,该连接法兰的工程数据被下载到应用程序中,该应用使用工作流程指导工人每次操作所需的次数、紧固模式和每一步的扭矩值。这强化了已提供的工人培训。与蓝牙设备进行通信的能力是一个重要的区别点,因为它使检验员能够查看每个螺栓的实际施加扭矩,提供了前所未有的透明度。工作完成后,相关数据上传到服务器。通过网页浏览器,检验员可以查看所有与工作相关的数据,包括自动生成的完成报告。 **蓝牙设备的优势** 蓝牙低功耗协议主要用于消费类应用,因此大多数现成的GATT配置文件是为消费类设备设计的。GATT配置文件的好处在于提供了标准的通信协议,使得消费者可以选择不同制造商的产品并期望它们能够正常运行(即插即用)。蓝牙连接的点对点性质在工业环境中尤为有益,因为大多数工业场所的网络连接并不稳定。蓝牙低功耗设备在工业应用中具有以下实际优势: - 提供数字接口以控制工具。 - 允许收集和记录工具数据。 - 点对点连接可减少来自开放网络接口的安全风险。 - 支持实时数据传输。 使用蓝牙连接技术跟踪法兰连接,我们观察到的泄漏率约为0.1%,相比传统方法中常见的10%以上泄漏率,减少了100倍。此外,一项项目估计通过防止法兰连接泄漏,减少了768,000吨温室气体排放,同时避免了数以千计的人工工时和数百万美元的返工成本。 2016年,市面上的工业蓝牙低功耗扭矩扳手还很少。领先品牌生产的扳手采用了独特的通信协议,如HART、蓝牙SPP和串口通信。在所有情况下,工具的接口都是唯一的,需要定制化和额外的硬件支持数据接口。这些通信接口并未被设计成能够提供与工作流程管理相关的有用信息。此外,当时还没有现成的、本质安全的蓝牙数字扭矩扳手。 **蓝牙在工业应用中的采用** 蓝牙工具的使用已成为工业数字化的重要推动力,使实时数据收集、工作质量跟踪和进度管理成为可能。尽管前述案例讨论的是法兰连接,但同样的问题也适用于其他需要工程和程序控制以确保质量和安全的工作流程。在这些应用中,类似的节约也可以实现,不过仍有一些挑战,若能克服,将有助于蓝牙低功耗设备的推广。目前,大多数工业工具没有标准的GATT配置文件。创建这些配置文件将带来以下好处: - 允许工具制造商专注于其核心优势,因为他们可以使用现成的蓝牙芯片。 - 允许电子设备制造商提供软件开发套件(SDK),以确保工业工具能够满足蓝牙低功耗标准。 - 推动行业内不同制造商工具/设备功能的标准化。 - 使工具制造商能够了解客户最需要的特性和功能。 - 允许客户(工业设施)从他们喜欢的制造商处购买工具,并期望这些工具具备基本的功能。 - 蓝牙允许开发人员设计针对工业工具的定制应用程序,而无需在市场上购买每一种工具和设备进行测试。 **持续发展** 为了继续推动创新的工业数字化解决方案,蓝牙是一种强有力的解决方案。为工业工具(如扭矩扳手、液压泵和数字标签)创建GATT配置文件和蓝牙协议,将促进该行业的广泛应用。
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