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市场调查报告书
商品编码
1499918

2024 年铁路人工智慧 (AI) 全球市场报告

Railway Artificial Intelligence (AI) Global Market Report 2024
出版日期: | 出版商: The Business Research Company | 英文 175 Pages | 商品交期: 2-10个工作天内

价格
简介目录

铁路人工智慧（AI）市场规模预计未来几年将快速成长。 2028年，将以18.2%的复合年增长率成长至49.8亿美元。预测期内的预期成长归因于多种因素，包括铁路行业正在进行的数位转型、更多地采用自动驾驶列车、不断发展的智慧基础设施计划、对永续性的日益关注以及预期高速铁路网络的持续扩张。此外，这段时期预计的主要趋势包括边缘运算技术的整合以增强即时资料处理和决策、预测性维护技术的进步以优化资产管理，以及关键铁路采用人工智慧驱动的网路安全措施来保护基础设施、扩大人工智慧在铁路物流的应用以提高效率，并采用人工智慧主导的永续性倡议以尽量减少对环境的影响等等。

由于铁路网络和基础设施计划的预期扩张，铁路人工智慧（AI）市场预计在未来几年将成长。铁路网路和基础设施计划涉及轨道、车站和信号系统等物理结构的规划、建设和维护，以促进列车运营并满足运输需求。这种扩张是由于对高效和永续交通解决方案日益增长的需求所推动的，以满足日益增长的都市化、人口流动和经济发展的要求。人工智慧技术透过分析乘客需求、交通模式和地理特征资料来优化新铁路线和基础设施的规划、设计和运营，发挥关键作用。例如，2023年12月，美国运输部联邦铁路管理局（FRA）向美国最繁忙的铁路线沿线的25个重大计划投资164亿美元，随后又向全国10个铁路客运计划拨款82亿美元。这项重大投资凸显了铁路扩张在推动铁路人工智慧市场成长的重要角色。

铁路人工智慧 (AI) 市场的主要参与者正在积极开拓人工智慧列车检查系统等创新技术，以获得竞争优势并提供先进的解决方案。人工智慧列车检查技术利用人工智慧演算法来分析安装在铁路轨道上的摄影机和感测器所捕捉的资料和影像。例如，2023 年 10 月，诺福克南方公司推出了数位列车检查门户，该门户由与乔治亚理工学院研究所 (GTRI) 合作开发的尖端机器视觉检查技术提供支援。这些门户配备了高解析度摄影机和体育场照明，可以捕捉时速高达 70 英里的经过的铁路车辆的详细影像。人工智慧驱动的系统分析这些影像，并侦测火车行驶时人眼无法轻易侦测到的潜在缺陷，例如煞车问题、漏水和轴承问题。该系统具有高精度和极低的误报率，能够快速标记关键缺陷并立即引起注意。该倡议旨在加强诺福克南方航空的安全基础设施和检查流程，并计划在 2024 年部署十多个门户。

目录

第一章执行摘要

第二章 市场特点

第三章 市场趋势与策略

第四章宏观经济情景

  • 高通膨对市场的影响
  • 乌克兰与俄罗斯战争对市场的影响
  • COVID-19 对市场的影响

第五章世界市场规模与成长

  • 全球铁路人工智慧 (AI) 市场：驱动因素和限制因素
    • 市场驱动因素
    • 市场限制因素
  • 全球铁路人工智慧 (AI) 市场表现：规模与成长，2018-2023 年
  • 全球铁路人工智慧 (AI) 市场预测：规模与成长，2023-2028，2033F

第六章 市场细分

  • 全球铁路人工智慧 (AI) 市场：按组件分類的表现和预测，2018-2023、2023-2028F、2033F
  • 硬体
  • 软体
  • 全球铁路人工智慧 (AI) 市场：按技术分類的表现和预测，2018-2023、2023-2028F、2033F
  • 机器学习
  • 电脑视觉
  • 自然语言处理
  • 全球铁路人工智慧 (AI) 市场：按部署分類的绩效和预测，2018-2023、2023-2028F、2033F
  • 云端基础
  • 本地
  • 全球铁路人工智慧 (AI) 市场：按应用、实际和预测划分，2018-2023、2023-2028F、2033F
  • 预测性维护
  • 安全和监视
  • 营运管理
  • 全球铁路人工智慧 (AI) 市场：最终用户的表现和预测，2018-2023、2023-2028F、2033F
  • 铁路营运商
  • 基础设施提供者

第 7 章 区域/国家分析

  • 全球铁路人工智慧 (AI) 市场：按地区分類的表现和预测，2018-2023、2023-2028F、2033F
  • 全球铁路人工智慧 (AI) 市场：按国家/地区、绩效和预测，2018-2023、2023-2028F、2033F

第八章亚太市场

第九章 中国市场

第十章 印度市场

第十一章 日本市场

第十二章 澳洲市场

第十三章 印尼市场

第14章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章 德国市场

第十八章 法国市场

第十九章 义大利市场

第20章 西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章加拿大市场

第26章 南美洲市场

第27章 巴西市场

第28章 中东市场

第29章 非洲市场

第三十章 竞争格局及公司概况

  • 铁路人工智慧（AI）市场：竞争格局
  • 铁路人工智慧 (AI) 市场：公司简介
    • Huawei Technologies Co. Ltd.
    • Hitachi Ltd.
    • Siemens AG
    • General Electric Company
    • International Business Machines Corporation（IBM）

第31章 其他大型创新企业

  • Cisco Systems Inc.
  • ABB Group
  • Fujitsu Limited
  • Nokia Corporation
  • Toshiba Corporation
  • Thales Group
  • Voestalpine AG
  • Alstom SA
  • Wabtec Corporation
  • Bombardier Inc.
  • Samsung Heavy Industries
  • Indra Sistemas SA
  • CAF（Construcciones y Auxiliar de Ferrocarriles）SA
  • Hyundai Rotem Company
  • Eurotech SpA

第32章竞争基准化分析

第 33 章. 竞争对手仪表板

第三十四章 重大併购

第35章前瞻性与潜力分析

第36章附录

简介目录
Product Code: r17822

Railway artificial intelligence (AI) involves the utilization of AI technologies within the railway industry to optimize efficiency, safety, and overall operations. This integration facilitates automation of processes, detection of anomalies or faults in equipment, and implementation of predictive maintenance strategies to minimize downtime and enhance service reliability. The overarching goal of railway AI is to revolutionize the railway sector by harnessing advanced technologies to create smarter, safer, and more efficient operations.

The primary components of railway artificial intelligence encompass hardware and software. Railway AI hardware refers to the tangible components and devices employed in AI systems deployed across railway networks. These technologies leverage machine learning, computer vision, and natural language processing, and can be implemented through cloud-based or on-premise solutions. The applications span predictive maintenance, security, surveillance, and operational management, serving various stakeholders including railway operators and infrastructure providers.

The railway artificial intelligence market research report is one of a series of new reports from The Business Research Company that provides railway artificial intelligence market statistics, including railway artificial intelligence industry global market size, regional shares, competitors with a railway artificial intelligence market share, detailed railway artificial intelligence market segments, market trends and opportunities, and any further data you may need to thrive in the railway artificial intelligence industry. This railway artificial intelligence market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The railway artificial intelligence (AI) market size has grown rapidly in recent years. It will grow from $2.16 billion in 2023 to $2.55 billion in 2024 at a compound annual growth rate (CAGR) of 18%. The growth observed in the historic period can be attributed to several key factors, including the rising demand for efficiency within railway operations, heightened safety concerns, aging infrastructure requiring modernization, efforts to enhance passenger experience, and regulatory requirements imposed on the industry. These factors collectively drove the adoption of railway artificial intelligence technologies as railways sought to improve operational efficiency, ensure passenger safety, upgrade infrastructure, enhance the overall passenger experience, and comply with regulatory standards.

The railway artificial intelligence (AI) market size is expected to see rapid growth in the next few years. It will grow to $4.98 billion in 2028 at a compound annual growth rate (CAGR) of 18.2%. The anticipated growth in the forecast period is expected to be driven by several key factors, including the ongoing digital transformation of the railway industry, increasing adoption of autonomous trains, the expansion of smart infrastructure initiatives, a growing emphasis on sustainability, and the continued expansion of high-speed rail networks. Additionally, major trends anticipated in this period include the integration of edge computing technologies to enhance real-time data processing and decision-making, advancements in predictive maintenance techniques to optimize asset management, adoption of AI-powered cybersecurity measures to protect critical railway infrastructure, expansion of AI applications in rail logistics for improved efficiency, and the embrace of AI-driven sustainability initiatives to minimize environmental impact.

The anticipated expansion of railway networks and infrastructure projects is set to drive the growth of the railway artificial intelligence (AI) market in the coming years. Railway networks and infrastructure projects encompass the planning, construction, and maintenance of physical structures like tracks, stations, and signaling systems, which facilitate train operations and meet transportation demands. This expansion is fueled by the rising need for efficient and sustainable transportation solutions to accommodate increasing urbanization, population mobility, and economic development requirements. AI technologies play a crucial role by analyzing data on passenger demand, traffic patterns, and geographic features, optimizing the planning, design, and operation of new railway lines and infrastructure. For example, in December 2023, the U.S. Department of Transportation's Federal Railroad Administration (FRA) allocated $8.2 billion for 10 passenger rail projects nationwide, following a previous $16.4 billion investment in 25 major projects along the country's busiest train routes. This substantial investment highlights the significant role of railway expansion in driving the growth of the railway AI market.

Key players in the railway artificial intelligence (AI) market are actively developing innovative technologies like AI train inspection systems to gain a competitive edge and offer advanced solutions. AI train inspection technology utilizes AI algorithms to analyze data and images captured by cameras and sensors installed along railway tracks. For instance, in October 2023, Norfolk Southern Corporation introduced digital train inspection portals featuring cutting-edge machine vision inspection technology developed in collaboration with Georgia Tech Research Institution (GTRI). These portals, equipped with high-resolution cameras and stadium lighting, capture detailed images of passing railcars at speeds of up to 70 miles per hour. The AI-powered system analyzes these images for potential defects, such as brake issues, leaks, and bearing problems, which may not be easily detectable by the human eye while the train is in motion. The system demonstrates high accuracy levels and minimal false positives, promptly flagging critical defects for immediate attention. This initiative aims to enhance Norfolk Southern's safety infrastructure and inspection processes, with plans to deploy over a dozen portals by 2024.

In October 2021, Siemens Mobility, a division of Siemens AG, a Germany-based automation company, acquired Sqills to strengthen its software portfolio and expand its software-as-a-service (SaaS) offerings for railway operators globally. This strategic move is aimed at improving operational efficiency, maximizing capacity utilization, and enhancing cost-effectiveness in critical travel operations. Sqills, a Netherlands-based SaaS company, specializes in providing software solutions for the bus and rail industry, including inventory management, reservation systems, and ticketing software.

Major companies operating in the railway artificial intelligence (AI) market are Huawei Technologies Co. Ltd., Hitachi Ltd., Siemens AG, General Electric Company, International Business Machines Corporation (IBM), Cisco Systems Inc., ABB Group, Fujitsu Limited, Nokia Corporation, Toshiba Corporation, Thales Group, Voestalpine AG, Alstom SA, Wabtec Corporation, Bombardier Inc., Samsung Heavy Industries, Indra Sistemas S.A., CAF (Construcciones y Auxiliar de Ferrocarriles) S.A., Hyundai Rotem Company, Eurotech SpA, CloudMoyo Inc., Cervello Technologies LLC, Cogniac Corporation, D-Rail Technologies Ltd., Pavemetrics Systems Inc.

North America was the largest region in the railway artificial intelligence (AI) market in 2023. The regions covered in the railway ai market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the railway ai market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The railway artificial intelligence (AI) market consists of revenues earned by entities by providing services such as predictive maintenance, traffic management, security services, energy management services, and remote monitoring services. The market value includes the value of related goods sold by the service provider or included within the service offering. The railway artificial intelligence (AI) market also includes sales of sensors and actuators, imaging systems, onboard computers, tracking devices, and control systems. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Railway Artificial Intelligence (AI) Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on railway artificial intelligence (AI) market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

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  • Understand how the market has been affected by the COVID-19 and how it is responding as the impact of the virus abates.
  • Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
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  • Outperform competitors using forecast data and the drivers and trends shaping the market.
  • Understand customers based on the latest market shares.
  • Benchmark performance against key competitors.
  • Suitable for supporting your internal and external presentations with reliable high quality data and analysis
  • Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
  • All data from the report will also be delivered in an excel dashboard format.

Where is the largest and fastest growing market for railway ai? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The railway ai market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

  • Markets Covered:1) By Component: Hardware; Software
  • 2) By Technology: Machine Learning; Computer Vision; Natural Language Processing
  • 3) By Deployment: Cloud Based; On-Premise
  • 4) By Application: Predictive Maintenance; Security And Surveillance; Operational Management
  • 5) By End-User: Railway Operator; Infrastructure Provider
  • Companies Mentioned: Huawei Technologies Co. Ltd.; Hitachi Ltd.; Siemens AG; General Electric Company; International Business Machines Corporation (IBM)
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Railway Artificial Intelligence (AI) Market Characteristics

3. Railway Artificial Intelligence (AI) Market Trends And Strategies

4. Railway Artificial Intelligence (AI) Market - Macro Economic Scenario

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global Railway Artificial Intelligence (AI) Market Size and Growth

  • 5.1. Global Railway Artificial Intelligence (AI) Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global Railway Artificial Intelligence (AI) Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global Railway Artificial Intelligence (AI) Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Railway Artificial Intelligence (AI) Market Segmentation

  • 6.1. Global Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Hardware
  • Software
  • 6.2. Global Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Machine Learning
  • Computer Vision
  • Natural Language Processing
  • 6.3. Global Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Cloud Based
  • On-Premise
  • 6.4. Global Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Predictive Maintenance
  • Security And Surveillance
  • Operational Management
  • 6.5. Global Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Railway Operator
  • Infrastructure Provider

7. Railway Artificial Intelligence (AI) Market Regional And Country Analysis

  • 7.1. Global Railway Artificial Intelligence (AI) Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global Railway Artificial Intelligence (AI) Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Railway Artificial Intelligence (AI) Market

  • 8.1. Asia-Pacific Railway Artificial Intelligence (AI) Market Overview
  • Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Railway Artificial Intelligence (AI) Market

  • 9.1. China Railway Artificial Intelligence (AI) Market Overview
  • 9.2. China Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Railway Artificial Intelligence (AI) Market

  • 10.1. India Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Railway Artificial Intelligence (AI) Market

  • 11.1. Japan Railway Artificial Intelligence (AI) Market Overview
  • 11.2. Japan Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Railway Artificial Intelligence (AI) Market

  • 12.1. Australia Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Railway Artificial Intelligence (AI) Market

  • 13.1. Indonesia Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Railway Artificial Intelligence (AI) Market

  • 14.1. South Korea Railway Artificial Intelligence (AI) Market Overview
  • 14.2. South Korea Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Railway Artificial Intelligence (AI) Market

  • 15.1. Western Europe Railway Artificial Intelligence (AI) Market Overview
  • 15.2. Western Europe Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Railway Artificial Intelligence (AI) Market

  • 16.1. UK Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Railway Artificial Intelligence (AI) Market

  • 17.1. Germany Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Railway Artificial Intelligence (AI) Market

  • 18.1. France Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Railway Artificial Intelligence (AI) Market

  • 19.1. Italy Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Railway Artificial Intelligence (AI) Market

  • 20.1. Spain Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Railway Artificial Intelligence (AI) Market

  • 21.1. Eastern Europe Railway Artificial Intelligence (AI) Market Overview
  • 21.2. Eastern Europe Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Railway Artificial Intelligence (AI) Market

  • 22.1. Russia Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Railway Artificial Intelligence (AI) Market

  • 23.1. North America Railway Artificial Intelligence (AI) Market Overview
  • 23.2. North America Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Railway Artificial Intelligence (AI) Market

  • 24.1. USA Railway Artificial Intelligence (AI) Market Overview
  • 24.2. USA Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Railway Artificial Intelligence (AI) Market

  • 25.1. Canada Railway Artificial Intelligence (AI) Market Overview
  • 25.2. Canada Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Railway Artificial Intelligence (AI) Market

  • 26.1. South America Railway Artificial Intelligence (AI) Market Overview
  • 26.2. South America Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Railway Artificial Intelligence (AI) Market

  • 27.1. Brazil Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Railway Artificial Intelligence (AI) Market

  • 28.1. Middle East Railway Artificial Intelligence (AI) Market Overview
  • 28.2. Middle East Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Railway Artificial Intelligence (AI) Market

  • 29.1. Africa Railway Artificial Intelligence (AI) Market Overview
  • 29.2. Africa Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Railway Artificial Intelligence (AI) Market Competitive Landscape And Company Profiles

  • 30.1. Railway Artificial Intelligence (AI) Market Competitive Landscape
  • 30.2. Railway Artificial Intelligence (AI) Market Company Profiles
    • 30.2.1. Huawei Technologies Co. Ltd.
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. Hitachi Ltd.
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. Siemens AG
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. General Electric Company
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. International Business Machines Corporation (IBM)
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. Railway Artificial Intelligence (AI) Market Other Major And Innovative Companies

  • 31.1. Cisco Systems Inc.
  • 31.2. ABB Group
  • 31.3. Fujitsu Limited
  • 31.4. Nokia Corporation
  • 31.5. Toshiba Corporation
  • 31.6. Thales Group
  • 31.7. Voestalpine AG
  • 31.8. Alstom SA
  • 31.9. Wabtec Corporation
  • 31.10. Bombardier Inc.
  • 31.11. Samsung Heavy Industries
  • 31.12. Indra Sistemas S.A.
  • 31.13. CAF (Construcciones y Auxiliar de Ferrocarriles) S.A.
  • 31.14. Hyundai Rotem Company
  • 31.15. Eurotech SpA

32. Global Railway Artificial Intelligence (AI) Market Competitive Benchmarking

33. Global Railway Artificial Intelligence (AI) Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Railway Artificial Intelligence (AI) Market

35. Railway Artificial Intelligence (AI) Market Future Outlook and Potential Analysis

  • 35.1 Railway Artificial Intelligence (AI) Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 Railway Artificial Intelligence (AI) Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 Railway Artificial Intelligence (AI) Market In 2028 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer