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商品編碼

1499918

2024 年鐵路人工智慧 (AI) 全球市場報告

Railway Artificial Intelligence (AI) Global Market Report 2024

出版日期: 2024年06月24日 | 出版商:

The Business Research Company | 英文 175 Pages | 商品交期: 2-10個工作天內

價格

簡介目錄

鐵路人工智慧（AI）市場規模預計未來幾年將快速成長。 2028年，將以18.2%的複合年成長率成長至49.8億美元。預測期內的預期成長歸因於多種因素，包括鐵路行業正在進行的數位轉型、更多地採用自動駕駛列車、不斷發展的智慧基礎設施計劃、對永續性的日益關注以及預期高速鐵路網路的持續擴張。此外，這段時期預計的主要趨勢包括邊緣運算技術的整合以增強即時資料處理和決策、預測性維護技術的進步以最佳化資產管理，以及關鍵鐵路採用人工智慧驅動的網路安全措施來保護基礎設施、擴大人工智慧在鐵路物流的應用以提高效率，並採用人工智慧主導的永續性舉措以盡量減少對環境的影響等等。

由於鐵路網路和基礎設施計劃的預期擴張，鐵路人工智慧（AI）市場預計在未來幾年將成長。鐵路網路和基礎設施計劃涉及軌道、車站和訊號系統等物理結構的規劃、建設和維護，以促進列車營運並滿足運輸需求。這種擴張是由於對高效和永續交通解決方案日益成長的需求所推動的，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資料來最佳化新鐵路線和基礎設施的規劃、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）向美國最繁忙的鐵路線沿線的25個重大計劃投資164億美元，隨後又向全國10個鐵路客運計劃撥款82億美元。這項重大投資凸顯了鐵路擴張在推動鐵路人工智慧市場成長的重要角色。

鐵路人工智慧 (AI) 市場的主要參與者正在積極開拓人工智慧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利用人工智慧演算法來分析安裝在鐵路軌道上的攝影機和感測器所捕捉的資料和影像。例如，2023 年 10 月，諾福克南方公司推出了數位列車檢查門戶，該門戶由與喬治亞理工學院研究所 (GTRI) 合作開發的尖端機器視覺檢查技術提供支援。這些門戶配備了高解析度攝影機和體育場照明，可以捕捉時速高達 70 英里的經過的鐵路車輛的詳細影像。人工智慧驅動的系統分析這些影像，並偵測火車行駛時人眼無法輕易偵測到的潛在缺陷，例如煞車問題、漏水和軸承問題。該系統具有高精度和極低的誤報率，能夠快速標記關鍵缺陷並立即引起注意。該舉措旨在加強諾福克南方航空的安全基礎設施和檢查流程，並計劃在 2024 年部署十多個門戶。

全球鐵路人工智慧 (AI) 市場：按組件分類的表現和預測，2018-2023、2023-2028F、2033F
硬體
軟體
全球鐵路人工智慧 (AI) 市場：按技術分類的表現和預測，2018-2023、2023-2028F、2033F
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：按部署分類的績效和預測，2018-2023、2023-2028F、2033F
雲端基礎
本地
全球鐵路人工智慧 (AI) 市場：按應用、實際和預測分類，2018-2023、2023-2028F、2033F
預測性維護
安全和監視
營運管理
全球鐵路人工智慧 (AI) 市場：最終用戶的表現和預測，2018-2023、2023-2028F、2033F
鐵路營運商
基礎設施提供者

第 7 章區域/國家分析

全球鐵路人工智慧 (AI) 市場：按地區分類的表現和預測，2018-2023、2023-2028F、2033F
全球鐵路人工智慧 (AI) 市場：按國家/地區、績效和預測，2018-2023、2023-2028F、2033F

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章競爭格局及公司概況

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.
- Hitachi Ltd.
- Siemens AG
- General Electric Company
- International Business Machines Corporation（IBM）

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章競爭基準化分析

第 33 章. 競爭對手儀表板

第34章重大併購

第35章前瞻性與潛力分析

第36章附錄

簡介目錄

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

Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
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.
Create regional and country strategies on the basis of local data and analysis.
Identify growth segments for investment.
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.

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