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市場調查報告書
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1694869

2025年鐵路人工智慧（AI）全球市場報告

Railway Artificial Intelligence (AI) Global Market Report 2025
出版日期: | 出版商: The Business Research Company | 英文 200 Pages | 商品交期: 2-10個工作天內

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簡介目錄

預計未來幾年鐵路人工智慧（AI）市場規模將快速成長。到 2029 年，這一數字將成長至 58.7 億美元，複合年成長率為 18.1%。預測期內的成長可歸因於持續的數位轉型、自動駕駛列車的採用、智慧基礎設施的成長、對永續性的關注以及高速鐵路網路的擴展。預測期內的關鍵趨勢包括邊緣運算的整合、預測性維護的進步、人工智慧網路安全的採用、鐵路物流中人工智慧的擴展以及人工智慧主導的永續性舉措的採用。

預計鐵路網和基礎設施計劃的擴張將在未來幾年推動鐵路人工智慧 (AI) 市場的成長。鐵路網路和基礎設施計劃包括軌道、車站和訊號系統等物理結構的規劃、建設和維護，以促進列車運行並滿足運輸需求。這種擴張是由於對高效和永續的交通解決方案的需求日益成長，以滿足日益成長的都市化、人口流動和經濟發展的要求。人工智慧技術透過分析乘客需求、交通模式和地理特徵的資料來最佳化新鐵路線路和基礎設施的規劃、設計和營運，發揮關鍵作用。例如，2023年12月，美國運輸部聯邦鐵路管理局（FRA）在美國最繁忙的鐵路走廊沿線25個主要計劃投資164億美元之後，又撥款82億美元用於全國10個鐵路客運計劃。這項重大投資凸顯了鐵路擴建在推動鐵路人工智慧市場成長方面發揮的關鍵作用。

鐵路人工智慧 (AI) 市場的主要參與者正在積極探索 AI 列車檢查系統等創新技術，以獲得競爭優勢並提供先進的解決方案。人工智慧列車檢查技術使用人工智慧演算法分析鐵路軌道上安裝的攝影機和感測器所捕捉的資料和圖像。例如，2023 年 10 月，諾福克南方鐵路公司推出了數位列車檢查門戶，該門戶配備了與喬治亞理工學院研究機構 (GTRI) 合作開發的尖端機器視覺檢查技術。這些門戶配備高清攝影機和體育場照明，可捕捉以高達 70 英里/小時的速度經過的鐵路車輛的詳細圖像。人工智慧系統會分析這些影像，以偵測火車行駛時人眼無法輕易發現的潛在缺陷，例如煞車問題、漏水或軸承問題。該系統表現出高準確度和最小誤報率，可以快速標記出需要立即關注的關鍵缺陷。該舉措旨在加強諾福克南方鐵路的安全基礎設施和檢查流程，並計劃在 2024 年建立十幾個門戶網站。

目錄

第1章執行摘要

第2章 市場特徵

第3章 市場趨勢與策略

第4章 市場 - 宏觀經濟情景，包括利率、通膨、地緣政治、新冠疫情以及復甦對市場的影響

第5章 全球成長分析與策略分析框架

  • 全球人工智慧（AI）鐵路PESTEL分析（政治、社會、技術、環境、法律因素、促進因素、限制因素）
  • 最終用途產業分析
  • 全球鐵路人工智慧（AI）市場：成長率分析
  • 全球鐵路人工智慧（AI）市場表現：規模與成長，2019-2024年
  • 全球鐵路人工智慧 (AI) 市場預測：2024-2029 年及 2034 年規模與成長
  • 全球鐵路人工智慧（AI）總目標市場（TAM）

第6章市場區隔

  • 全球鐵路人工智慧 (AI) 市場（按組件、性能和預測），2019-2024 年、2024-2029 年、2034 年
  • 硬體
  • 軟體
  • 全球鐵路人工智慧 (AI) 市場技術、績效及預測（2019-2024 年、2024-2029 年及 2034 年）
  • 機器學習
  • 電腦視覺
  • 自然語言處理
  • 全球鐵路人工智慧 (AI) 市場：按部署、性能和預測，2019-2024 年、2024-2029 年、2034 年
  • 雲端基礎
  • 本地
  • 全球鐵路人工智慧 (AI) 市場應用、表現及預測（2019-2024 年、2024-2029 年及 2034 年）
  • 預測性維護
  • 安全與監控
  • 營運管理
  • 全球鐵路人工智慧 (AI) 市場（按最終用戶、業績及預測），2019-2024 年、2024-2029 年及 2034 年
  • 鐵路營運商
  • 基礎設施提供者
  • 全球鐵路人工智慧 (AI) 市場、硬體細分、類型、性能和預測（2019-2024 年、2024-2029 年及 2034 年）
  • 人工智慧感測器
  • AI整合控制系統
  • 鐵路通訊設備
  • 邊緣運算設備
  • 全球鐵路人工智慧 (AI) 市場、軟體細分、類型、性能和預測（2019-2024 年、2024-2029 年及 2034 年）
  • 基於人工智慧的列車控制系統
  • 預測性維護軟體
  • 客流管理軟體
  • 交通管理和調度軟體
  • 基於人工智慧的安全軟體

第7章 區域和國家分析

  • 全球鐵路人工智慧 (AI) 市場：按地區、業績及預測，2019-2024 年、2024-2029 年、2034 年
  • 全球鐵路人工智慧 (AI) 市場：按國家/地區、績效及預測，2019-2024 年、2024-2029 年、2034 年

第8章 亞太市場

第9章：中國市場

第10章 印度市場

第11章 日本市場

第12章 澳洲市場

第13章 印尼市場

第14章 韓國市場

第15章 西歐市場

第16章英國市場

第17章 德國市場

第18章 法國市場

第19章：義大利市場

第20章：西班牙市場

第21章 東歐市場

第22章 俄羅斯市場

第23章 北美市場

第24章美國市場

第25章：加拿大市場

第26章 南美洲市場

第27章：巴西市場

第28章 中東市場

第29章：非洲市場

第30章競爭格局與公司概況

  • 鐵路人工智慧（AI）市場：競爭格局
  • 鐵路人工智慧（AI）市場：公司簡介
    • Huawei Technologies Co. Ltd. Overview, Products and Services, Strategy and Financial Analysis
    • Hitachi Ltd. Overview, Products and Services, Strategy and Financial Analysis
    • Siemens AG Overview, Products and Services, Strategy and Financial Analysis
    • General Electric Company Overview, Products and Services, Strategy and Financial Analysis
    • International Business Machines Corporation（IBM）Overview, Products and Services, Strategy and Financial Analysis

第31章 其他大型創新企業

  • 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 章全球市場競爭基準化分析與儀表板

第33章 重大併購

第34章近期市場趨勢

第 35 章 高市場潛力國家、細分市場與策略

  • 2029年鐵路人工智慧（AI）市場：提供新機會的國家
  • 2029年鐵路人工智慧（AI）市場：細分領域帶來新機會
  • 2029年鐵路人工智慧（AI）市場：成長策略
    • 基於市場趨勢的策略
    • 競爭對手的策略

第36章 附錄

簡介目錄
Product Code: r28846

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 $2.55 billion in 2024 to $3.02 billion in 2025 at a compound annual growth rate (CAGR) of 18.4%. The growth in the historic period can be attributed to increasing demand for efficiency, safety concerns, aging infrastructure, passenger experience enhancement, regulatory requirements.

The railway artificial intelligence (AI) market size is expected to see rapid growth in the next few years. It will grow to $5.87 billion in 2029 at a compound annual growth rate (CAGR) of 18.1%. The growth in the forecast period can be attributed to continued digital transformation, adoption of autonomous trains, growth of smart infrastructure, focus on sustainability, expansion of high-speed rail networks. Major trends in the forecast period include integration of edge computing, advancements in predictive maintenance, adoption of AI-powered cybersecurity, expansion of AI in rail logistics, embrace of AI-driven sustainability initiatives.

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 May 2024, Hitachi Rail, a Japan-based manufacturer of rolling stock and railway signaling systems, acquired Thales' Ground Transportation Systems for $1.79 billion. This acquisition strengthens Hitachi Rail's presence, extending its operations to 51 countries. Thales S.A., a France-based company, specializes in providing railway artificial intelligence (AI) solutions.

Major companies operating in the railway ai market report 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 2024. 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 2025 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.

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Where is the largest and fastest growing market for railway artificial intelligence (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 artificial intelligence (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 forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.

  • 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
  • Subsegments:
  • 1) By Hardware: AI-Powered Sensors; AI-Integrated Control Systems; Railway Communication Equipment; Edge Computing Devices
  • 2) By Software: AI-Based Train Control Systems; Predictive Maintenance Software; Passenger Flow Management Software; Traffic Management And Scheduling Software; AI-Based Safety And Security Software
  • 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 Including The Impact Of Interest Rates, Inflation, Geopolitics, Covid And Recovery On The Market

5. Global Railway Artificial Intelligence (AI) Growth Analysis And Strategic Analysis Framework

  • 5.1. Global Railway Artificial Intelligence (AI) PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
  • 5.2. Analysis Of End Use Industries
  • 5.3. Global Railway Artificial Intelligence (AI) Market Growth Rate Analysis
  • 5.4. Global Railway Artificial Intelligence (AI) Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
  • 5.5. Global Railway Artificial Intelligence (AI) Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
  • 5.6. Global Railway Artificial Intelligence (AI) Total Addressable Market (TAM)

6. Railway Artificial Intelligence (AI) Market Segmentation

  • 6.1. Global Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Hardware
  • Software
  • 6.2. Global Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Machine Learning
  • Computer Vision
  • Natural Language Processing
  • 6.3. Global Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Cloud Based
  • On-Premise
  • 6.4. Global Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Predictive Maintenance
  • Security And Surveillance
  • Operational Management
  • 6.5. Global Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Railway Operator
  • Infrastructure Provider
  • 6.6. Global Railway Artificial Intelligence (AI) Market, Sub-Segmentation Of Hardware, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • AI-Powered Sensors
  • AI-Integrated Control Systems
  • Railway Communication Equipment
  • Edge Computing Devices
  • 6.7. Global Railway Artificial Intelligence (AI) Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • AI-Based Train Control Systems
  • Predictive Maintenance Software
  • Passenger Flow Management Software
  • Traffic Management And Scheduling Software
  • AI-Based Safety And Security Software

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

  • 7.1. Global Railway Artificial Intelligence (AI) Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 7.2. Global Railway Artificial Intelligence (AI) Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

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

  • 8.1. Asia-Pacific Railway Artificial Intelligence (AI) Market Overview
  • Region Information, 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.3. Asia-Pacific Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.4. Asia-Pacific Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.3. China Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.4. China Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Railway Artificial Intelligence (AI) Market

  • 10.1. India Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.2. India Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.3. India Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.3. Japan Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.4. Japan Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Railway Artificial Intelligence (AI) Market

  • 12.1. Australia Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.2. Australia Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.3. Australia Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Railway Artificial Intelligence (AI) Market

  • 13.1. Indonesia Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.2. Indonesia Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.3. Indonesia Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.3. South Korea Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.4. South Korea Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.3. Western Europe Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.4. Western Europe Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Railway Artificial Intelligence (AI) Market

  • 16.1. UK Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.2. UK Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.3. UK Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Railway Artificial Intelligence (AI) Market

  • 17.1. Germany Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.2. Germany Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.3. Germany Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Railway Artificial Intelligence (AI) Market

  • 18.1. France Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.2. France Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.3. France Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Railway Artificial Intelligence (AI) Market

  • 19.1. Italy Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.2. Italy Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.3. Italy Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Railway Artificial Intelligence (AI) Market

  • 20.1. Spain Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.2. Spain Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.3. Spain Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.3. Eastern Europe Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.4. Eastern Europe Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Railway Artificial Intelligence (AI) Market

  • 22.1. Russia Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.2. Russia Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.3. Russia Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.3. North America Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.4. North America Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.3. USA Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.4. USA Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.3. Canada Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.4. Canada Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.3. South America Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.4. South America Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Railway Artificial Intelligence (AI) Market

  • 27.1. Brazil Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.2. Brazil Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.3. Brazil Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.3. Middle East Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.4. Middle East Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.3. Africa Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.4. Africa Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.2. Hitachi Ltd. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.3. Siemens AG Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.4. General Electric Company Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.5. International Business Machines Corporation (IBM) Overview, Products and Services, Strategy and Financial Analysis

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 And Dashboard

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

34. Recent Developments In The Railway Artificial Intelligence (AI) Market

35. Railway Artificial Intelligence (AI) Market High Potential Countries, Segments and Strategies

  • 35.1 Railway Artificial Intelligence (AI) Market In 2029 - Countries Offering Most New Opportunities
  • 35.2 Railway Artificial Intelligence (AI) Market In 2029 - Segments Offering Most New Opportunities
  • 35.3 Railway Artificial Intelligence (AI) Market In 2029 - 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