AI Maglev Trains: The Inspiration for Maglev Cars

2023-01-04
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AI Maglev Trains: The Inspiration for Maglev Cars
Illustration: © IoT For All

Derived from the Latin word “Levitas” which means “lightness,” the term levitation indicates the rising or lifting of a person or thing by unnatural means. It is the process by which an object is held aloft, in a stable position, without mechanical support or physical contact. Magnetic levitation trains, or maglev trains, are high-speed AI-enhanced trains that move by gliding above dedicated magnetic guideways without making any contact with the tracks. Maglev technology represents the realization of the 21st-century engineering vision of high-speed, magnetically propelled vehicles that can move from one place to another, without the maintenance and safety concerns associated with traditional railroads.

'Maglev technology is going to lead to the production of cheap and affordable cars and also usher in a ground-breaking technological innovation of the 21st century.' -Jude ChukwudozieClick To Tweet

Understanding Maglev Trains

Maglev, or floating trains, make use of two sets of electromagnets: one set repels and pushes the train up off the track, and another set moves the elevated train ahead. They travel at unbelievably high speeds because of the superconducting electromagnets, cooled to extreme temperatures, often through a cryogenic process. These electromagnets increase the power of the field up to 10 times, generating powerful magnetic fields that are able to levitate and propel the train. Maglev trains do not make any physical contact with the rail. They have the characteristics of non-contact and suspension operation, strong climbing ability, small turning radius, low noise, energy saving, and environmental protection features.

Operational Process

Magnetic levitation is achieved with the aid of three loops set in the guideway. The first loop provides an upward force that opposes gravitational pull and accounts for the hovering action of the train. The second loop stabilizes the object toward a home position while the third loop makes use of the attraction and repulsion forces of the magnet to keep the train moving along the guideway. When these loops are electrified through AC power, magnetic fields are generated. The field at the north poles pulls the train forward from the front while the field at the south poles pushes it forward from the rear enabling it to keep moving along its path. The superconducting electromagnets, permanent magnets, electrical power source, and metal coils that line a guideway are the component elements that generate the magnetic field. This is the basic idea and the driving principle behind maglev technology.

AI Use in Maglev Trains

Maglev trains are now self-driving, and this entails making use of AI’s neural networks to go wherever the programmed data network sends them. AI neural networks are computer algorithms used in machine learning that perform a function similar to the neurons in the human brain. They serve to achieve efficient routing, effectively changing the scheduling of the entire network to take any direction in real time. AI-enhanced algorithms and neural networks are required to manage and control high-speed maglev trains because human operators are incapable of handling the speed.

AI has been used to achieve breakthroughs in maglev train control, stability, and operational safety by overcoming the major drawbacks of instability and wobbling discomfort experienced with most maglev technology. Floating trains now offer smooth, safe, and seamless travel. AI is able to programmatically capture end-to-end maglev train workflows, including data preprocessing, selection, and testing. These programmatic workflows enable the system to regularly monitor and update its database. It also serves to improve real-time information and data exchange, thus increasing the system’s flexibility.

Merits of AI Maglev Trains

#1: High Speed & Fast Travel

Maglev trains are lighter with an even distribution of weight. This allows for high speed and quieter travel. With low mechanical breakdown, they undergo minimal guideway maintenance, unlike the traditional steel train which is subject to regular mechanical wear and tear.

#2: Improves Power Efficiency

Maglev trains do not experience friction or rolling resistance due to the lack of physical contact with the track. There is, however, air resistance and electromagnetic drag, brought about by the use of superconducting electromagnets, which reduces energy consumption and improves power efficiency.

#3: Minimizes Collision

Floating trains guarantee comfortable, smooth, and turbulent-free travel because they are driven along a powered guideway. They also move at the same speed, eliminating the possibility of a crash or collision. With maglev trains, derailment is also avoided. The further a maglev train moves away from its guideway, the stronger the magnetic force pushes it back into its place.

Disadvantages of Maglev Trains

Maglev trains move at very high speeds, and this raises grave concerns about the safety of passengers. Complications resulting in accidents will usually lead to high human fatalities. Maglev trains are much more expensive to construct than conventional trains because of the high number of superconducting electromagnets and permanent magnets required, which are usually very costly. Maglev trains do not make use of the conventional steel rail tracks and their existing infrastructure, but instead standalone track network systems designed for magnetic levitation and propulsion. The cost of this is also very high and capable of discouraging further research into the technology. Also, constant exposure to strong and large amounts of the electromagnetic field poses huge health risks not just to the nearby community but also to human operators and passengers alike.

Maglev Technology in Cars

Maglev trains provide inspiration for the innovation of Maglev cars, with China producing the first Maglev car which levitated 35 millimeters (about 1.4 inches) above dedicated magnetic highways. This feat was achieved by modifying a car with a permanent magnet array to float through a magnetic conductor rail track on the road. While this ride was not a particularly smooth and comfortable one due to the wobbling effect of the conductor rail along the magnetic path, there is, no doubt, a chance that the technology can be greatly improved.

Like China’s sky trains, there is a further need to reduce the electromagnetic radiation and amount of electricity that is required to propel the train. Stronger and more powerful chips as well as advanced semiconductor devices will help in finding a way to bring down the cost of Maglev trains. It is hoped that cars fitted with Maglev technology, expected to be a milestone advancement over the Chinese experiment, will soon arrive. With a high operating range, these cars will save a lot of energy in the future.

Perhaps something a little different and revolutionary will be the invention of Magnetic cars that can travel on roads. This will operate on the pull-push system of the magnetic field created by the superconducting and permanent magnets. Connecting the superconducting electromagnetic core bar to the front and back exteriors of the car wheel to create attraction and repulsion forces with the permanent magnet at the wheel will cause the car to move. Of course, AI will be adapted to control the functionalities of the vehicle. This technology will reduce the cost of running a car, eradicate environmental disasters caused by fossil fuel energy, and is presently the subject of my team’s research project.

The Future of Maglev

The future of Maglev technology is no doubt, Maglev cars. Thanks to Maglev trains for birthing this child of fate. Maglev technology is going to lead to the production of cheap and affordable cars and also usher in a ground-breaking technological innovation of the 21st century. A world where we are finally free from the contamination of fossil fuel-driven cars sounds perfect and appears ready to happen.

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  • Artificial Intelligence
  • Machine Learning
  • Rail and Railways
  • Rail Management
  • Transportation and Mobility

  • Artificial Intelligence
  • IoT Business Strategy
  • Machine Learning
  • Rail and Railways
  • Rail Management

参考译文
人工智能磁悬浮列车:磁悬浮汽车的灵感来源
“悬浮”一词来源于拉丁语“Levitas”,意思是“轻盈”,指的是用非自然的方式将人或物升起或举起。它是在没有机械支撑或物理接触的情况下,一个物体被高举在空中,保持稳定位置的过程。磁悬浮列车是人工智能增强的高速列车,在专用磁导轨上滑行而不与轨道接触。磁悬浮技术代表着21世纪工程愿景的实现,即高速、磁力驱动的车辆可以从一个地方移动到另一个地方,而不用担心与传统铁路相关的维护和安全问题。磁悬浮列车使用两组电磁铁:一组排斥并推动列车离开轨道,另一组使高架列车向前移动。它们以令人难以置信的高速度移动,因为超导电磁铁通常通过低温过程冷却到极端温度。这些电磁铁将磁场的功率增加了10倍,产生强大的磁场,能够悬浮并推动火车。磁悬浮列车与轨道没有任何物理接触。它们具有非接触和悬挂操作的特点,爬升能力强,转弯半径小,噪音低,节能,环保等特点。磁悬浮是通过在导轨上设置三个回路来实现的。第一个环提供了一个向上的力来对抗引力,并解释了火车的悬停动作。第二个回路将物体稳定在原位,而第三个回路利用磁铁的吸引力和斥力来保持火车沿着导轨运动。当这些回路通过交流电通电时,就会产生磁场。北极的磁场从前面拉动火车向前,而南极的磁场从后面推动火车向前,使它能够沿着它的路线继续前进。超导电磁铁、永磁体、电源和沿导轨排列的金属线圈是产生磁场的组成元件。这是磁悬浮技术的基本思想和驱动原理。磁悬浮列车现在是自动驾驶的,这需要利用人工智能的神经网络去编程数据网络发送的任何地方。AI神经网络是用于机器学习的计算机算法,它执行类似于人脑神经元的功能。它们用于实现高效的路由,有效地改变整个网络的调度,以实时采取任何方向。管理和控制高速磁悬浮列车需要人工智能增强算法和神经网络,因为人类操作员无法处理速度。通过克服大多数磁悬浮技术所经历的不稳定和抖动不适等主要缺点,人工智能已被用于实现磁悬浮列车控制、稳定性和运行安全性方面的突破。漂浮列车现在提供了平稳、安全、无缝的旅行。人工智能能够以编程方式捕获端到端的磁悬浮列车工作流程,包括数据预处理、选择和测试。这些编程工作流使系统能够定期监控和更新其数据库。它还有助于提高实时信息和数据交换,从而增加系统的灵活性。磁悬浮列车更轻,重量分布均匀。这样可以实现高速和安静的旅行。由于机械故障发生率低,高铁导轨的维护费用最低,不像传统的钢轨列车经常受到机械磨损。 由于与轨道没有物理接触,磁悬浮列车不会产生摩擦或滚动阻力。然而,使用超导电磁铁会带来空气阻力和电磁阻力,从而降低能源消耗,提高电力效率。浮动列车保证了舒适、平稳和无湍流的旅行,因为它们是沿着动力导轨驱动的。它们也以相同的速度移动,从而消除了碰撞的可能性。磁悬浮列车也避免了脱轨。磁悬浮列车离导轨越远,将其推回原位的磁力就越强。磁悬浮列车运行速度非常快,这引起了人们对乘客安全的严重担忧。事故引起的并发症通常会导致很高的人员死亡率。由于需要大量超导电磁铁和永磁体,磁悬浮列车的建造成本要比传统列车高得多,而这些通常都非常昂贵。磁悬浮列车不使用传统的钢轨轨道和现有的基础设施,而是为磁悬浮和推进设计的独立轨道网络系统。这样做的成本也非常高,可能会阻碍对该技术的进一步研究。此外,持续暴露在强而大量的电磁场中,不仅对附近的社区,而且对操作员和乘客都构成了巨大的健康风险。磁悬浮列车为磁悬浮汽车的创新提供了灵感,中国生产了第一辆悬浮在专用磁性公路35毫米(约1.4英寸)上空的磁悬浮汽车。这一壮举是通过改装一辆装有永久磁铁阵列的汽车,使其漂浮在公路上的磁性导体轨道上实现的。虽然由于导体导轨沿磁路的摆动效应,这次骑行不是特别平稳和舒适,但毫无疑问,这项技术有可能得到极大的改进。就像中国的空中列车一样,还需要进一步减少电磁辐射和推动列车所需的电量。更强大、更强大的芯片以及先进的半导体设备将有助于找到降低磁悬浮列车成本的方法。人们希望,搭载磁悬浮技术的汽车很快就能问世。相比中国的试验,磁悬浮技术有望取得里程碑式的进步。由于行驶里程高,这些汽车在未来将节省大量能源。也许有些不同和革命性的东西将是可以在公路上行驶的磁性汽车的发明。这将在超导和永磁体产生的磁场的拉推系统上运行。将超导电磁磁芯棒连接到汽车车轮的前后外部,与车轮上的永久磁铁产生吸引力和排斥力,将使汽车移动。当然,人工智能将被用于控制车辆的功能。这项技术将降低汽车的运行成本,根除化石燃料能源造成的环境灾难,目前是我团队的研究课题。磁悬浮技术的未来是毋庸置疑的,磁悬浮汽车。感谢磁悬浮列车诞生了这个命运之子。磁悬浮技术将导致廉价和负担得起的汽车的生产,也将迎来21世纪突破性的技术创新。一个我们最终摆脱化石燃料汽车污染的世界听起来很完美,似乎已经准备好要发生了。
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