ProFrac、IWS 消除油田数据传输中的垃圾

ProFrac 和 Intelligent Wellhead Systems 的 MQTT 协议有望加快压裂现场的通信速度,不仅可以节省成本,还为未来现场的技术创新和效率奠定基础,两家公司告诉 Hart Energy。

油田开采成本高昂,勘探与生产公司不断寻求提高效率和削减油田成本的方法。

俗话说时间就是金钱,ProFrac智能井口系统(IWS) 正在尽其所能节省时间,从水力压裂作业期间井场数据的有效传输和可视化开始。  

该公司的产品 MQTT(消息队列遥测传输)是一种轻量级、基于发布-订阅的消息传递协议,专为物联网 (IoT) 应用而设计。该消息传递系统旨在确保即使在资源受限的设备和低带宽、高延迟或不可靠的网络中也能高效传输数据。

ProFrac 应用程序开发总监 Chris Hall 告诉 Hart Energy,MQTT 协议简化了运营商及其客户的信息传输流程,减少了传统通信方法所需的“手动设置垃圾”。

“这太棒了,因为我接到的来自现场的电话越来越少,他们告诉我东西不起作用,”霍尔说。  

垃圾处理

霍尔提到的“垃圾”是传统方法的最大缺点之一。

目前,压裂作业期间,井场数据通过标准通信电缆使用 CSV(逗号分隔值)进行传输。IWS 产品战略副总裁 Bob Duncan 表示,虽然这种方法很可靠,但功能非常有限,尤其是在传输数据发生变化的情况下。

ProFrac、IWS 消除油田数据传输中的垃圾
IWS 产品战略副总裁 Bob Duncan。(来源:Intelligent Wellhead Systems

使用 CSV 协议时,数据不会在阶段开始时发送,并且在设置过程中通道的顺序通常不正确。

Duncan 告诉 Hart Energy:“现在,当他们通过串行通信发送数据时,它通常被称为 CSV 流。它没有元数据。所以你只有一系列数字、一个逗号和另一系列数字、一个逗号和另一系列数字。”

这可能会带来一些问题。在收到数据后,IWS 必须根据操作员提供的列表手动映射每个通道。如果此列表发生变化或映射丢失,则很难跟踪何时发生更改或数据是否在工作流程过程中被更改。

两家公司表示,ProFrac 和 IWS 的新通信协议比当前方法具有许多优势。

使用 MQTT,许多变量都不再是问题。映射过程不仅更简单,而且在作业开始前就已完成。

所有由井场传感器测量、计算和捕获的数据均被输入到 ProFrac 的 MQTT 代理中。第三方接口与 MQTT 代理配合使用,通过 MQTT 与 IWS 的 inVision Wellsite 系统通信,后者将数据转换为 IWS 标准数据模型。然后,数据被传输到 inVision Live Cloud,操作员可以在现场和远程位置使用这些数据。数据车操作员无需在作业期间进行通道映射和数据处理,从而节省了公司的时间和金钱。

“他们只需启动系统,像平常一样进行设置,勾选几个额外的待办事项框,然后,一切就都完成了,”霍尔说。“而在 IWS 方面,数据片段不会产生混淆,因为它们都有清晰的标签,并且有计量单位,因此您可以提前看到并知道它是什么。这只是一个更直接的过程。”

MQTT 协议支持传输各种类型的数据,不仅限于标签名称,还包括计量单位和描述信息等基本元数据。无需手动输入、更改或检查数据质量。

Duncan 表示,数据质量的提高增强了下游作业的信心,提高了对接收值的解释能力,为传输的数据提供了更深入的见解。运营商、服务公司和集成商之间增加的信任为井场作业带来了新的保障水平和更高的安全性。

尽管 MQTT 协议具有明显优势,但它仍不是主要的通信方法,原因很简单,因为串行通信和 CSV 方法自 20 世纪 60 年代就已存在。Hall 表示,较旧的流程易于使用,但其易用性也使其更容易出错。

ProFrac、IWS 消除油田数据传输中的垃圾
使用 IWS InVision Wellsite 系统的 MQTT 试用视图。(来源:Intelligent Wellhead Systems

IWS 表示,要使 MQTT 成为水力压裂作业的主要方法,运营商必须说服其他服务提供商效仿。

IWS 战略与营销副总裁 Tracy Gray 向 Hart Energy 表示:“运营商必须真正推动其压裂平台上的其他服务提供商使用相同的协议。”

格雷表示,使用标准协议将使参与行动的每个人的沟通更加容易。

到目前为止,IWS 和 ProFrac 已成功在海恩斯维尔页岩的两个双井平台和西德克萨斯州的一个三井平台上部署了 MQTT 协议。海恩斯维尔的另外一个三井平台也在部署中。Hall 表示,MQTT 协议现在是 ProFrac 基本软件套件的一部分,因此它将部署到我们运营的每个车队中。

Duncan 表示,随着行业追求更高的效率,有效的沟通是实现流程自动化和改善现场各供应商和服务提供商之间沟通的关键第一步。建立像 MQTT 这样的强大通信协议将提高数据质量,缓解最初的担忧,并促进现场服务提供商之间的更多合作。

邓肯告诉哈特:“最终,问题在于‘我们如何更快地迭代改进我们的运营?’拥有像 MQTT 或类似协议这样的可靠协议将在未来发挥重要作用。”“未来的完成情况会是什么样子?’你需要一个像样的通信协议才能做到这一点或实现任何这些目标。”

原文链接/HartEnergy

ProFrac, IWS Taking the Garbage Out of Oilfield Data Transfer

ProFrac and Intelligent Wellhead Systems’ MQTT protocol promises to speed up communications at the frac site, not only by saving costs but laying the foundation for future technological innovations and efficiencies in the field, the companies tell Hart Energy.

The oilfield is an expensive place, with E&Ps constantly searching for efficiencies and ways to trim LOE.

Time is money, the aphorism goes, and ProFrac and Intelligent Wellhead Systems (IWS) are doing what they can to save both—starting with the efficient transfer and visualization of wellsite data during hydraulic fracturing operations.  

The companies’ offering, MQTT (Message Queuing Telemetry Transport) is a lightweight, publish-subscribe based messaging protocol designed for internet of things (IoT) applications. The messaging system is built to ensure efficient data transfer even in resource-constrained devices and low-bandwidth, high-latency or unreliable networks.

MQTT protocol streamlines the information transfer process for operators and their customers, cutting out the "manual set garbage” required with traditional methods of communication, Chris Hall, director of application development at ProFrac, told Hart Energy.

“The reason it’s awesome is because I get less phone calls from the field telling me stuff isn’t working,” Hall said.  

Garbage out

The “garbage” Hall is referring to is one of the biggest drawbacks with the traditional method.

Currently, wellsite data is transmitted during fracturing operations by a standard communications cable using CSV (comma separated value). While this method is robust, it is quite limited in what it can do, particularly with changes in the data being transmitted, said Bob Duncan, vice president of product strategy at IWS.

ProFrac, IWS Taking the Garbage Out of Oilfield Data Transfer
Bob Duncan, vice president of product strategy at IWS. (Source: Intelligent Wellhead Systems)

When using the CSV protocol, data is not sent at the start of the stage and channels are often not in the right order during set up.

“Right now, when they send it over through serial comms, it’s commonly referred to as just a CSV stream,” Duncan told Hart Energy. “There’s no metadata with it. So you just have a series of numbers, a comma and another series of numbers, a comma and another series of numbers.”

This can pose some problems. Upon receiving the data, IWS must manually map each channel based on a list provided by the operator. If this list changes or mappings are lost, it becomes difficult to track when changes occurred or if data was altered during workflow processes.

ProFrac and IWS’ new communication protocol presents many advantages over the current method, the companies said.

With MQTT, many variables are taken out of the equation. Not only is the mapping process simpler, but it’s also completed before the job starts.

All data, measured, calculated and captured by wellsite sensors is fed into ProFrac’s MQTT broker. A third-party interface, adapted to work with the MQTT broker, communicates via MQTT to IWS’ inVision Wellsite system, which translates the data to the IWS standard data model. The data is then transferred to the inVision Live Cloud, where it is available to the operator at locations both onsite and remote. The burden of channel mapping and data manipulation during the job is removed from the data van operator, saving companies time and money.

“They just start up their system, set it up how they would normally do, check a couple extra to-do boxes, and boom, everything just happens,” said Hall. “And on the IWS side, there’s no confusion about the pieces of data because they’re clearly labeled and their unit of measure is there, so you can see it and you know what it is ahead of time. It’s just a more straightforward process.”

MQTT protocol enables the transmission of diverse types of data, not limited to just tag names, including essential metadata such as units of measure and descriptive information. The process of manually entering, changing or quality checking data is eliminated.

The enhanced data quality adds confidence in downstream operations and enhances the interpretation of received values, providing deeper insights into the data being transmitted, Duncan said. Added trust between the operator, the service company and the aggregator company bring new levels of assurance and added safety to wellsite operations.

Despite the obvious benefits that the MQTT protocol provides, it is still not the primary method of communication, simply because the serial comms and CSV approach has been around since the 1960s. The older process is easy to use, but its ease of use makes it that much easier to screw up, said Hall.

ProFrac, IWS Taking the Garbage Out of Oilfield Data Transfer
An MQTT trial view using the IWS InVision Wellsite system. (Source: Intelligent Wellhead Systems)

For MQTT to become the main approach for fracking operations, operators must convince other service providers to follow their lead, according to IWS.

“The operator has to really own pushing the other service providers on their frac pad to use the same protocol,” Tracy Gray, vice president of strategy and marketing for IWS, told Hart Energy.

Using a standard protocol will make communication easier for everyone involved in the operation, Gray said.

So far, IWS and ProFrac have successfully deployed the MQTT protocol on two two-well pads in the Haynesville Shale and a three-well pad in West Texas. An additional three-well pad in the Haynesville is also ongoing. The MQTT protocol is now part of ProFrac’s basic software suite, so it will be deployed to every single fleet we run, said Hall.

As the industry pursues greater efficiencies, effective communication is the crucial first step to automating processes and improving communication among various onsite vendors and service providers, Duncan said. Establishing robust communication protocols like MQTT will lead to enhanced data quality, alleviating initial concerns and fostering increased collaboration among onsite service providers.

“Ultimately, it comes down to ‘How do we more quickly iterate through improvements to our operations?’ Having a reliable protocol like [MQTT or something similar is going to play a big role in enabling [the] future,” Duncan told Hart. “‘What [do] completions look like in the future?’ You need a decent comms protocol in order to be able to do that or achieve any of those goals.”