跟踪压裂设备状况以防止故障

新颖的直接驱动系统和远程泵监控功能从内到外提高了效率。

当发生异常时,NexTier Insight 程序收集的数据可帮助公司确定可能需要重新设计以提高耐用性的区域。(来源:NexTier)

Zipper 压裂、simul-fracs、trimul-fracs 和 eFracs 等术语都反映了完井程序对速度、效率和环境责任日益增长的压力。寻找简化和改进操作的方法仍然是许多公司的动力,包括Liberty EnergyNexTier Completion Solutions,后者最近成为Patterson-UTI的一部分。

对于 Liberty Energy 来说,eFracs 是一个积极的举措,但该公司意识到,要实现真正的能源和位置效率,需要进行修改。与此同时,NexTier 专注于改进泵监控,通过预测和预防大多数故障来减少代价高昂的停机时间。

将性能提升到新的水平

Liberty Energy 的新型 digiPrime 系统直接通过超高效的天然气发动机驱动压裂泵,在最近的现场测试中,该系统每年为每个压裂车队节省约 2000 万美元的燃料成本。改用天然气发动机听起来是一个简单的解决方案,但实现这一转变需要公司克服重大的工程挑战。

对于 Liberty 总裁 Ron Gusek 来说,从柴油及其相关成本和温室气体 (GHG) 排放转向为压裂泵供电是一回事。但使用电动压裂泵来实现这一目标,电动压裂泵需要使用天然气发电,然后将电能转化为电动压裂泵的机械能,虽然这是一个良好的开端,但似乎仍然有点迂回曲折,占用钻井平台空间。

将活塞式天然气发动机直接连接到压裂泵上,可以减少将天然气从一种形式转换为另一种形式时固有的能量损失,从而提高效率。因此,直接驱动可以最大限度地减少燃料使用,并通过减少发电需求来缩小压裂设备钻井场地的占地面积。然而,让原动机(MTU 16V 4000 16 缸天然气发动机)直接驱动泵而不是发电机需要一些创造性的工程设计。

与汽车发动机不同,标准井场发电机驱动电机没有节流阀,因为发电机需要恒定的速度来提供恒定的功率水平。它专门设计为以 1,500 rpm 或 1,800 rpm 的速度运行。因此,如果控制器检测到任何负载变化,它可能会关闭发动机。

直接驱动泵确实涉及到随着泵负载的变化而改变变速器上的齿轮。

“这给发动机带来了真正的挑战,”古塞克说,“当你换挡时,你要求发动机做更多的工作,但转速却不允许下降。当这种变化来临时,(发动机控制)计算机并没有做好准备。它没有向发动机输送足够的燃料,因此转速会超出可接受的范围,发动机会停转或关闭。”

关键是要使负载变化平稳。“我们必须有效地欺骗它,让它做好更大马力的准备,”他说。这样,控制计算机就可以输送足够的燃料和氧气来适应负载变化,而无需关闭发动机。

Liberty 的解决方案名为 digiPrime,利用了 MTU 16V 4000 的驱动轴连接其后部的泵并在前部的冷却系统下方包含一个小型发电机这一事实。

一些仔细的负载协调使得这项工作得以完成。

控制发电机的负载可以管理发动机的总负载。在换档前约 20 秒,系统知道马力增加的确切数量。此时,古塞克解释说,“我们让发电机开始对发动机施加增量负载。我们可以在那里增加 200-300 马力的额外负载要求。我们可以在 10 秒、15 秒或 20 秒内完成此操作,这样发动机现在就可以非常舒适地进入下一步。然后我们可以换档,在那一刻,我们可以关闭发电机。因此,发动机的负载会非常缓慢地增加,并稳定在这个新位置。”

效率贯穿整个过程。据 Gusek 介绍,该发动机本身是业内最省油的发动机之一,热效率为 44%,远高于标准汽油发动机 30% 左右的水平。由于采用直接驱动,它还消除了从机械到电气再回到机械到电气的固有能量损失,而标准 eFrac 系统则存在这种能量损失。

占地面积更小

古塞克表示,旧款设备在拖车上的功率限制为 2,000 马力到 2,500 马力,而这款设备可达到 3,000 马力。“从我们可以在一辆拖车上获得的马力来看,这基本上是二比一的交换。”这减少了现场所需的设备空间。

用 100% 使用天然气的发动机取代使用 25% 柴油和 75% 天然气的旧式 Tier 4 发动机,可能会让人认为消除柴油会增加天然气的使用。但 Dusek 报告称,由于其效率极高,该发动机实际上消耗的天然气更少。

节省时间和能源

digiPrime 装置自 2024 年初才投入使用,因此目前尚无关于年度能源成本节省的数据。然而,根据使用 2023 年柴油和天然气价格的估计数据,Gusek 估计,与较旧的混合燃料 eFrac 车队相比,使用 100% digiPrime 的车队可以节省约 2000 万美元。

消除柴油也应该能够延长大修之间的运行时间。

古塞克表示,柴油机大约每 25,000 小时需要大修一次,他估计,仅使用天然气的机组的运行时间可以增加一倍以上,从而进一步节省成本。但是,由于没有性能数据,“我们现在还不能下结论”,他说。

提高运行时间

通过对发动机状况(发动机转速、发动机温度、油温、变速箱压力)进行深入和持续的数字监控,可以识别可能预示故障的状况。有了这些知识,NexTier Completion Solutions 团队可以提前解决大多数问题,正确安排预防性维护的时间,并创建一条平稳有序的维修和更换路径。

数字运营总监凯文·萨顿 (Kevin Sutton) 表示,NexTier 监控系统(称为 Insights)显著延长了设备运行时间并几乎消除了故障。

监控系统由电缆、电力解决方案和其他设备组成。通过将当前泵状况与其广泛的历史数据库进行比较,系统将警报归结为红色、黄色和绿色 (RAG) 系统。Sutton 称其为“我们避免故障的最大工具”。

绿色表示所有系统正常运转。例如,如果正常运转水平(100 rpm 至 150 rpm)略有超出但未达到危险范围,则将变为黄色。Sutton 表示,150 rpm 至 170 rpm 的转速并不理想,“但不会严重损害部件。这就是我们所说的黄色区域。”如果转速超过 170 rpm,警报将变为红色。“我们意识到如果继续这样下去,部件可能会受到损坏,”他解释道。

NexTier 技术人员通过远程监控中心全天候监控该工具。根据问题,维修团队可能会拆除泵并更换零件或液体。在泵恢复使用之前,会对其进行测试以确保性能问题得到适当解决。重新安装前的验证可确保修复一个组件不会在其他地方造成意外后果,并且原始修复已正确执行。

维修测试还适用于大型作业,即将泵送至车间进行大修或大修。车间数字测试可确保维修工作已完成、泵已正确重新组装,并且在泵返回现场之前一切正常。

是时候了

持续监控可以在性能或安全出现问题之前识别并解决异常。

“如果我们要泵送 1,000 个小时,然后我们注意到有些东西看起来有点奇怪或不同或不正常,我们可以说,‘让我们把那个泵拉出来,对它进行一些预防性维护步骤,并且只离线大约一个小时左右’,”萨顿说。

积累的知识还可以为制定正确的预防性维护 (PM) 计划提供参考,Sutton 表示这是“真正理想的情况,在发生任何故障之前做好所有维护”。一旦设置了 PM 间隔,就会不断将其与 RAG 警报进行比较。如果某些组件经常发生故障,那么可能是时候更新计划了,他说。

这些数据还可以为设备设计提供参考,使公司能够确定可能需要重新设计以提高耐用性的领域。

持续监控已在该领域证明了其价值,Sutton 说道。“随着 Insights 计划的开发,我们看到发动机的使用寿命增加了 110%。动力端的使用寿命增加了 125%,而最难处理的变速器的使用寿命增加了 65%。”

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Tracking Frac Equipment Conditions to Prevent Failures

A novel direct drive system and remote pump monitoring capability boosts efficiencies from inside and out.

Data collected from NexTier’s Insight program when anomalies occur allows the company to identify areas that might need to be re-engineered for greater durability. (Source: NexTier)

Zipper fracs, simul-fracs, trimul-fracs and eFracs are all terms that reflect the increasing pressure for speed, efficiency and environmental responsibility in completion procedures. Finding ways to simplify and enhance operations continues to be a motivator for a number of companies, including Liberty Energy and NexTier Completion Solutions, which recently became part of Patterson-UTI.

For Liberty Energy, eFracs were a positive step, but the company realized that to deliver real energy and location efficiency, modifications would need to be made. Meanwhile, NexTier was focusing on improving pump monitoring to reduce costly downtime by predicting and preventing most failures before they happen.

Taking performance to the next level

Liberty Energy’s new digiPrime system drives frac pumps directly from an ultra-efficient, natural gas-powered engine which, in a recent field test, saved roughly $20 million in fuel costs per year per frac fleet. Moving to a natural-gas powered engine sounds like a simple solution, but making the transition required the company to overcome significant engineering challenges.

Pivoting from diesel and its associated cost and greenhouse gas (GHG) emissions to power frac pumps was one thing for Liberty’s president, Ron Gusek. But doing it with eFracs, which involve using natural gas to generate electricity, then turning that electricity back into mechanical power in electric frac pumps, while a good first step, still seemed roundabout and drill-pad-space greedy.

Connecting piston-based natural gas engines directly to frac pumps would boost efficiency by reducing the energy loss inherent in changing gas from one form to another. So, direct-drive would minimize fuel use and shrink the frac equipment’s drill site footprint by reducing power generation needs. Yet making the prime mover, an MTU 16V 4000 16-cylinder natural-gas engine, drive a pump directly instead of a generator required some creative engineering.

Unlike a vehicle engine, a standard well site generator drive motor has no throttle because a generator needs consistent speed to provide constant power levels. It is designed to run at 1,500 rpm or 1,800 rpm exclusively. Because of this, if the controller detects any load change, it could shut the engine down.

Directly driving a pump does involve shifting gears on the transmission as the pump’s load changes.

“That causes the engine a real challenge,” Gusek said. “When you change gears, you’re asking the engine to do more work, but the rpms aren’t allowed to drop. The (engine controlling) computer is not prepared for that change when it comes. It’s not delivering enough fuel to the engine, so the rpms would fall out of the acceptable range and the engine would stall or shut down.”

Smoothing out the load change was the key. “We effectively had to fool it into being prepared for more horsepower,” he said. This way, the controlling computer would deliver enough fuel and oxygen to accommodate the load change without shutting down the engine.

The Liberty solution, called digiPrime, takes advantage of the fact that the MTU 16V 4000’s drive shaft connects the pump at its back and includes a small generator under the cooling system at the front.

Some careful load coordination makes this work.

Controlling the generator’s load has the effect of managing the engine’s total load. About 20 seconds before shifting gears, the exact amount of the increase in horsepower is known to the system. At that point, Gusek explained, “We have the generator start to put incremental load on the engine. We can add an extra 200-300 horsepower of load requirement there. We can do that over 10 or 15 or 20 seconds so the engine is now very comfortably settled into this next step. Then we can shift gears, and at that very instant, we can turn off the generator. So, the engine sees a very gradual increase in load, and it settles in at this new place.”

Efficiencies extend throughout the process. According to Gusek, the engine itself is among the industry’s most fuel-thrifty, checking in at 44% heat efficiency—significantly more than a standard gasoline engine’s mid-30s level. Being direct drive, it also eliminates the energy loss inherent in going from mechanical to electrical and back again, which is the case with standard eFrac systems.

Smaller footprint

Older units were limited to 2,000 hp to 2,500 hp on a trailer, but this one reaches 3,000 hp, Gusek said. “It’s basically a two-for-one swap in term of the amount of horsepower we can get on a single trailer.” This reduces the amount of equipment space required on site.

Replacing older Tier 4 engines, which use 25% diesel and 75% natural gas, with an engine that uses 100% natural gas, might lead to the assumption that eliminating diesel would increase natural gas use. But Dusek reports that, due to its extremely high efficiency, the engine actually uses less natural gas.

Saving time and energy

The digiPrime units have only been in the field since early 2024, so there is no data yet on yearly energy cost savings. However, based on estimated figures using 2023 prices for diesel and natural gas, Gusek estimates that a fleet using 100% digiPrime could save around $20 million dollars versus the older mixed-fuel eFrac fleets.

Eliminating diesel should also extend run time between overhauls.

Gusek said diesels require overhauls about every 25,000 hours, and he estimates that the natural-gas-only unit could more than double that run time, creating further cost savings. Without performance data, however, “It’s way too early for us to tell,” he said.

Boosting runtime

Deep and continuous digital monitoring of a motor’s condition—engine rpm, engine temperature, oil temperature, transmission pressure—makes it possible to identify conditions that are likely to presage a failure. Armed with that knowledge, NexTier Completion Solutions’ team gets ahead of most issues, rightly timing preventive maintenance and creating a smooth path to orderly servicing and replacement.

The NexTier monitoring system, known as Insights, has significantly extended equipment run times and virtually eliminated failures, according to Director of Digital Operations Kevin Sutton.

The monitoring system consists of wireline, power solutions and other pieces of equipment. By comparing current pump conditions to its extensive historical database, the system boils down alerts to a red, amber and green (RAG) system. Sutton calls it “our biggest tool” in avoiding failures.

Green means all systems are go. A change to amber would occur, for example, if a normal operating level of 100 rpm to 150 rpm was slightly exceeded but not in a dangerous range. A rate of 150 rpm to 170 rpm is not ideal, Sutton said, “but is not going to be incredibly detrimental to the component. That’s what we call our amber area.” Should the level exceed 170 rpm, the alert moves to red. “That’s where we recognize that there’s going to be potential damage to the component if it continues,” he explained.

NexTier technicians oversee the tool 24/7 from a remote monitoring center. Depending on the issue, the repair team might remove a pump and replace a part or a fluid. Before the pump is returned to service, it is tested to make sure the performance issue was appropriately resolved. Pre-reinstallation verification assures that repairing one component did not create an unintended consequence elsewhere and that the original repair was performed correctly.

Repair testing also extends to larger jobs in which the pump is taken to the shop for major repairs or an overhaul. In-shop digital testing ensures the repairs were made, the pump was properly reassembled, and all is in good order before the pump goes back to the field.

It’s about (run) time

Continuous monitoring allows anomalies to be identified and addressed before performance or safety becomes an issue.

“If we want to pump, let’s say, for 1,000 hours, and we notice something look a little bit odd or different or not normal, we can say, ‘let’s pull that pump out, let’s do a couple of preventive maintenance steps on it,’ and only be offline for about an hour or so,” Sutton said.

Accumulated knowledge also informs proper preventive maintenance (PM) schedules, which Sutton said is “the truly ideal situation, keeping ahead of all maintenance before any failures occur.” Once PM intervals are set, they are continually compared to RAG alerts. If certain components are regularly failing, it may be time to update the schedule, he said.

This data also informs equipment design, allowing the company to identify areas that might need to be re-engineered for greater durability.

Continuous monitoring has already proven its value in the field, Sutton said. “With the development of this Insights program, we’ve seen a 110% increase in engine life cycles. Power end life cycles have gone up 125% and transmissions, which seem to be the toughest, have gone up 65%.”

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