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
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参考译文
人工智能磁悬浮列车:磁悬浮汽车的灵感来源
插图:© IoT For All --> “Levitas”一词源自拉丁语,意思是“轻盈”,levitation(悬浮)指的是人或物以非自然的方式上升或被提起。悬浮是指物体在不借助机械支撑或物理接触的情况下保持在空中某个稳定位置的过程。磁悬浮列车(maglev)是一种高速人工智能增强型列车,它们在专用磁轨上滑行,不与轨道接触。磁悬浮技术实现了21世纪工程界对高速磁力驱动车辆的愿景,这种车辆可以在不同地点之间运行,避免了传统铁路所带来的维护和安全问题。“磁悬浮技术将催生价格低廉、负担得起的汽车,并开启21世纪具有革命性的技术创新。” ——朱德·丘克沃多齐 点击推文 理解磁悬浮列车 磁悬浮列车使用两组电磁铁:一组产生排斥力将列车推离轨道,另一组则推动悬浮的列车前进。由于使用了超导电磁铁,经过极端低温(通常通过低温工艺)冷却,这些列车可以达到难以置信的高速。这些电磁铁使磁场强度提高至原来的10倍,从而产生足够强大的磁场来悬浮并推动列车。磁悬浮列车与轨道之间没有任何物理接触,具有非接触、悬浮运行、爬坡能力强、转弯半径小、噪音低、节能、环保等特点。运行过程 磁悬浮是通过轨道上设置的三组线圈来实现的。第一组线圈产生向上的力,以抵消重力,使列车悬浮;第二组线圈将物体稳定在轨道的中心位置;第三组线圈利用磁体的吸引力和排斥力,使列车沿着轨道前进。当这些线圈通以交流电时,就会产生磁场。磁北极前方的磁场将列车向前拉,磁南极后方的磁场将列车向前推,从而使其持续沿轨道移动。超导电磁铁、永久磁铁、电源和轨道上的金属线圈是产生磁场的主要组成部分。这便是磁悬浮技术的基本原理和驱动机制。人工智能在磁悬浮列车中的应用 现在的磁悬浮列车已实现自动驾驶,这需要借助人工智能的神经网络,根据预设的数据网络自动行驶。人工智能神经网络是机器学习中用于模仿人脑神经元功能的计算机算法。它们用于实现高效的路线规划,动态调整整个系统的运行调度,以实时适应任何方向的调整。由于列车运行速度非常高,人类操作员无法控制,因此,管理高速磁悬浮列车需要依赖人工智能增强的算法和神经网络。人工智能已在磁悬浮列车的控制、稳定性及运行安全方面实现突破,克服了以往磁悬浮技术中常见的不稳定和晃动问题,如今磁悬浮列车能够提供平稳、安全、无缝的行驶体验。人工智能可以以编程方式捕捉磁悬浮列车的端到端工作流程,包括数据预处理、选择和测试。这些编程流程使系统能够定期监控并更新数据库,同时还能增强实时信息和数据交换,从而提高系统的灵活性。人工智能磁悬浮列车的优势 #1:高速运行 磁悬浮列车重量更轻,重量分布均匀,这使其能够以更高的速度运行并实现更安静的旅行。机械损耗较低,轨道维护较少。相较之下,传统钢铁列车则容易受到机械磨损,需进行定期维护。 #2:提高能源效率 磁悬浮列车由于没有与轨道的物理接触,不会产生摩擦或滚动阻力。然而,由于使用了超导电磁铁,列车会受到空气阻力和电磁阻力的影响,从而降低能耗并提高能源效率。 #3:减少碰撞风险 磁悬浮列车由动力轨道驱动,提供舒适、平稳、无颠簸的旅行体验。由于所有列车保持相同速度运行,避免了碰撞或事故的可能性。此外,磁悬浮列车也不会脱轨。列车越远离轨道,磁力越大,会将列车推回轨道原位。磁悬浮列车的缺点 磁悬浮列车以极高速度运行,这引发了对乘客安全的严重担忧。任何事故都可能导致大量人员伤亡。磁悬浮列车的建设成本远高于传统列车,因为它们需要大量昂贵的超导电磁铁和永久磁铁。此外,磁悬浮列车不依赖传统钢铁轨道和现有基础设施,而是采用专为磁悬浮和推进设计的独立轨道网络。这种高成本也可能会阻碍该技术的进一步研究。此外,长期暴露在强电磁场中,对附近居民、操作员和乘客都可能带来严重的健康风险。磁悬浮技术在汽车中的应用 磁悬浮列车为磁悬浮汽车的创新提供了灵感。中国已制造出第一辆磁悬浮汽车,它在专用的磁路上方35毫米(约1.4英寸)处悬浮。这一成果是通过将永久磁铁阵列装入汽车中,使其在磁导轨上悬浮实现的。虽然由于导轨在磁路中的晃动,这次体验并不是特别平稳舒适,但无疑这一技术有极大改进空间。与中国空中列车类似,未来还需进一步减少电磁辐射和推动列车所需的电能。更强、更高效的芯片以及先进的半导体设备将有助于降低磁悬浮列车的成本。预计不久的将来,装配了磁悬浮技术的汽车将问世,这将是继中国实验之后的一次重大飞跃。这些汽车将拥有更高的续航能力,并在未来节省大量能源。或许,一种更具革新性的发明将出现,即可以在道路上行驶的磁力汽车,它将依赖于超导磁铁和永久磁铁所产生的吸引力和排斥力系统。将超导电磁铁核心杆连接到车轮的前后部位,与车轮上的永久磁铁产生吸引和排斥力,从而使汽车前进。当然,人工智能也将被用于控制汽车的功能。这项技术将降低汽车的运行成本,彻底消除化石燃料带来的环境灾难,并成为我们团队当前研究项目的重要课题。磁悬浮的未来 毫无疑问,磁悬浮技术的未来是磁悬浮汽车。感谢磁悬浮列车孕育了这项命运之子。磁悬浮技术将催生价格低廉、负担得起的汽车,并开启21世纪具有突破性的技术创新。一个我们最终摆脱化石燃料汽车污染的世界,听起来完美无缺,而且似乎也即将成为现实。推文分享 邮件 人工智能 机器学习 铁路与轨道交通 铁路管理 交通与移动性 --> 人工智能 物联网 企业战略 机器学习 铁路与轨道交通 铁路管理
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