Tire Leap AI Analysis Technology: An Overview

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  • June 25, 2020
Sumitomo Rubber Becomes OE Tyre Supplier for Toyota All-new Alphard and Vellfire

Thus, our newly developed "Tire Leap AI Analysis" utilises advanced AI-based analysis technology to analyse (for example) electron microscope imagery of tyre rubber compounds in order to achieve high-precision analysis that far exceeds human capabilities, thereby making it possible to derive accurate estimates of rubber properties from structural data found in this imagery.

 

Specifically, it is a technology that estimates rubber properties precise from combining data on the individual raw materials contained in a rubber compound with data on its internal structure. In the future, we will continue to develop this technology and develop technology to estimate the future rubber properties from electron microscope imagery of unused rubber.

■ Technology to Precisely Estimate Rubber Properties Based on Structures & Materials

 

Tire Leap AI Analysis utilises an AI-based image analysis system to analyse the internal structures of rubber in images captured by an electron microscope in order to infer information about the properties of the rubber based on its structural data (i.e. the results of image analysis). By combining this structural data with data about the materials that make up rubber compounds, this technology is then able to derive information about the physical properties of rubber with a high degree of precision.

■ Technology to Detect Changes in the Internal Structures of Rubber After Use & Estimate Resulting Changes in Rubber Properties

By comparing images of a tyre that has never been used (i.e. that is brand new) with images of a tyre that has been used (i.e. after wear over time), this AI-based image analysis system can determine where changes have occurred in the internal structures of the tyre’s rubber and then estimate the physical properties of the rubber in the areas that have undergone these changes. The practical application of this technology will facilitate the design of new rubber compounds that are less prone to performance degradation due to wear and tear, thus contributing to the development and advancement of Performance Sustaining Technology.

Dr. Miki Haseyama, Hokkaido University: We have developed a new AI technology that is able to estimate the extent of changes in the structures based on analysis of images of the internal structures of rubber. As compiling data for this kind of machine learning would otherwise be extremely time-consuming, one of the main merits of this new technology is the fact that this AI does not require prior field data from structural changes in rubber for machine learning. Rather, this AI uses deep learning to learn about the properties of new rubber (i.e. prior to undergoing structural changes) and then estimates the extent of changes in the structure by analysing how data from old rubber (i.e. after undergoing structural changes) compares to the data that it has previously learned about new data. This approach to machine learning allows the AI to automatically detect various types of changes in the structures of rubber.

Kiyoshige Muraoka, Senior Executive Officer, Sumitomo Rubber Industries: We have been working jointly with Hokkaido University to further advance the development of AI technology that can understand how the internal structures of tyre rubber change through use. We have already put this new technology to use in the development of our latest “ENASAVE NEXT III” fuel-efficient tyres, which not only achieve the highest possible “AAA-a” rating for fuel efficiency and wet grip performance (under Japan’s tyre labelling system), but also reduce changes in tyre performance that occur over time as a result of use by half. Moving forward, we will continue to advance our Tire Leap AI Analysis technology to find and analyse slight variations in the internal structures of rubber that human senses and knowhow have been unable to detect so that we can then use the resulting knowledge to develop new technologies that further enhance tyre performance and ensure that this high performance lasts longer. In this way, we will accelerate research and development toward producing high-performance tyres that provide greater safety and peace of mind with the aim of contributing to the realisation of a sustainable mobility society for future generations.

 

References:

Ren Togo, Naoki Saito, Takahiro Ogawa, Miki Haseyama, “Estimating regions of deterioration in electron microscope images of rubber materials via a transfer learning-based anomaly detection model,” IEEE Access, vol. 7, pp. 162395-162404, 2019.

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    Al Salem Transportation & Tourism Co Relies On Goodyear CheckPoint Solution

    Al Salem Transportation & Tourism Co Relies On Goodyear CheckPoint Solution

    Al Salem Transportation & Tourism Co. (Al Salem) is reaping the benefits of Goodyear’s CheckPoint tyre monitoring technology system, which was implemented in its Dammam depot. This is a first for passenger transport companies in Saudi Arabia and builds upon the existing partnership between Al Salem Transportation & Tourism Co. (Al Salem), Goodyear and its official Saudi distributor, Al Rashed Tires.

    Goodyear CheckPoint is a connected, yard-based drive-over tyre inspection system that provides fleet managers with useful information by reading vehicle data and tyre condition. Tyre pressure and tread depth examinations are time-consuming tasks that may be completed in seconds by Goodyear CheckPoint's automated system.

    The system provides the ability to access data through user-friendly reports and allows Al Salem to address all their operational needs related to tyres. This decision is consistent with Al Salem's commitment to using cutting-edge technology to achieve the greatest levels of safety and efficiency, as well as the Saudi Vision 2030 aim of boosting the quality and connectedness of transportation networks.

    Mustafa Alsalem, Business Development Manager, Al Salem Transportation & Tourism Co, said, "At Al Salem, our mission is to provide safe and comfortable journeys for everyone in the Kingdom. We pride ourselves on working only with industry leaders to deliver premium safety and service levels. Partnering with a leading global tyre manufacturer like Goodyear, renowned for their premium tyres and innovative digital fleet solutions, is a testament to our commitment to this mission."

    Yasser Meyer, CEO, Al Rashed Tires, said, “We have a proud legacy of supporting the development of Saudi Arabia's automotive industry. Leveraging our in-depth market knowledge, we are able to localise global tyre technology, like Goodyear’s CheckPoint monitoring solutions, to empower our valued partners like Al Salem in their achievement of business goals.”

    Saban Gungor, General Manager, Goodyear Middle East & Africa, said, "As a preferred fleet mobility partner, Goodyear is dedicated to delivering not only high-quality tyres but also value-added mobility solutions, like the CheckPoint tyre monitoring, to our fleet customers. We are thrilled to support Al Salem on their digitalisation journey with the adoption of this technology, setting a new benchmark for safety and operational efficiency in the Kingdom."

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      Vittoria Opens State-of-the-Art Research and Development Centres

      Vittoria Opens State-of-the-Art Research and Development Centres

      Vittoria, a global leader in cycling tyres and accessories, has announced opening new state-of-the-art research and development centres known as VittoriaLabs. These facilities, located in Italy and Thailand, are designed to push the boundaries of cycling technology and performance.

      The VittoriaLabs will focus on developing innovative tyre and accessory solutions that enhance rider performance, safety, and sustainability. The centres will leverage advanced testing equipment and cutting-edge research methodologies to analyse and optimise product design.

      “Vittoria Labs will be the engine driving our ambitions for market leadership in innovation in a future we are already shaping,” says Stijn Vriends, Chairman and CEO of Vittoria. “By combining state-of-the-art indoor and outdoor testing facilities, we can push the limits of what’s possible in cycling tyres and accessories while keeping sustainability at the core of our innovations,” adds Vanessa ten Hoff, Chief Innovation & Marketing Officer of Vittoria.

      Vittoria’s investment in these facilities underscores the company’s commitment to innovation and its dedication to providing cyclists with the best possible products. By combining advanced technology with real-world testing, Vittoria aims to deliver products that meet the evolving needs of cyclists worldwide.

      With the opening of the VittoriaLabs, Vittoria reinforces its position as a global leader in the cycling industry. The company’s focus on research and development, coupled with its passion for cycling, ensures that it will continue to drive innovation and set new standards in the years to come.

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        Webfleet Expands OEM.connect Programme to Include Trailers

        Webfleet Expands OEM.connect Programme to Include Trailers

        Webfleet, Bridgestone’s fleet management solution, has expanded its OEM.connect partner programme to include trailers. Schmitz Cargobull, a leading manufacturer of semi-trailers, is the first trailer manufacturer to join the programme.

        This collaboration allows commercial fleet operators to seamlessly connect their Schmitz Cargobull trailers to the Webfleet platform through factory-fitted telematics. By eliminating the need for aftermarket hardware installations, fleet managers can save time and reduce costs.

        “Trailers are the backbone of long-haul goods transportation, but managing a trailer fleet can be challenging,” says Taco van der Leij, Vice President, Webfleet Europe at Bridgestone Mobility Solutions.

        “Making our proven Webfleet Trailer solution now easily accessible via OEM data, will help even more businesses with real-time data insights and actionable intelligence to maximise trailer performance. We are happy that we are collaborating with Schmitz Cargobull, offering our customers seamless integration with Europe’s leading semi-trailer manufacturer”.

        Sören Danielsen, Manager, Strategy & Business Development at Schmitz Cargobull adds:  “With the TrailerConnect Data Management Center from Schmitz Cargobull, hauliers have full control over their data and can pass on selected data to third parties in an efficient way. By intelligently linking information on the vehicle, tour and order, more than just position and temperature data can be selected, processed and transmitted to third-party systems at the touch of a button in future. The TrailerConnect Data Management Center stands for connectivity and transparency. Everyone involved along the supply chain benefits from this.”

        The integrated solution provides fleet operators with valuable insights into trailer performance, including location tracking, maintenance alerts and payload monitoring, said the tyre maker.

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          Bridgestone and Astrobotic Partner On Lunar Rover Tyres

          Bridgestone and Astrobotic Partner On Lunar Rover Tyres

          Bridgestone has joined hands with Astrobotic Technology to develop lunar rover tyres.

          Bridgestone will leverage its 90 years of expertise in developing tyres for Astrobotic’s 24U CubeRover. These tyres will be designed to withstand the harsh lunar environment, including extreme temperatures and rugged terrain.

          Bridgestone’s tyres will play a crucial role in enabling the rover to navigate the challenging lunar terrain.

          The collaboration highlights the Japanese tyre maker’s commitment to expanding its reach into new and innovative areas of mobility. By partnering with Astrobotic, a leading space exploration company, Bridgestone aims to contribute to the advancement of lunar exploration and space technology.

          The 24U CubeRover is a compact lunar rover designed to provide mobility, power and communication support for scientific instruments and payloads on the lunar surface.

          As per Bridgestone, this partnership marks a significant milestone for the company as it expands its horizons beyond Earth and into the cosmos.

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