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市場調查報告書
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1414651

2024 年交通預測分析與模擬全球市場報告

Transportation Predictive Analytics And Simulation Global Market Report 2024
出版日期: 按訂單生產 | 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

近年來，交通預測分析和模擬市場規模一直在強勁成長。將從2023年的25.4億美元成長到2024年的27.9億美元，複合年成長率為9.6%。過去一段時間的擴張歸因於物聯網 (IoT) 的出現、智慧城市計劃的早期概念化、專注於資料收集的計劃、政府舉措以及交通基礎設施的成長。

交通預測分析和模擬市場規模預計在未來幾年將出現強勁成長。 2028年，這一數字將以8.8%的複合年成長率成長至39.1億美元。預測期內的預期擴張可能與智慧城市的普及、物聯網 (IoT) 的日益採用、對交通管理解決方案的需求不斷成長以及對永續性重視有關。預測期內預計的主要趨勢包括巨量資料的整合、人工智慧和機器學習的採用、智慧交通需求的激增、氣候和環境問題的加劇以及人工智慧和機器學習技術的整合等。

交通事故數量預計將增加，推動交通預測分析和模擬市場的成長。在道路、高速公路和其他高速公路上發生的交通事故是由於車輛流量增加、交通模式和路況變化、駕駛失誤以及天氣變化等因素造成的。預測性交通分析和模擬透過識別高風險位置、增強交通流量、預測和預防事故以及解決突發行為，在減輕交通事故方面發揮重要作用。因此，預測交通分析和模擬的採用正在增加。例如，根據2022年5月的資料，美國運輸部下屬的國家公路交通安全管理局報告，2021年機動車死亡人數為42,915人，比前一年的38,824人死亡人數增加了10.5%。因此，交通事故案例數量的增加是交通預測分析和模擬市場的關鍵促進因素。

交通預測分析和模擬市場的擴張是由交通系統的成長所推動的。運輸包括人、動物、貨物或物質從一個地方到另一個地方的移動，並且有望成長。預測分析和模擬技術在交通運輸產業資料主導決策、最佳化營運、改善安全措施和提高整體系統效率方面發揮至關重要的作用。例如，根據2023年6月的資料，美國卡車運輸協會報告稱，2021年美國卡車運輸業的年收入為8,755億美元，佔該國貨運申請的80.4%。因此，交通活動的上升趨勢是交通預測分析和模擬市場的關鍵驅動力。

2023 年，北美是交通預測分析和模擬市場最大的地區。預計亞太地區將成為預測期內全球交通預測分析和模擬市場成長最快的地區。運輸預測分析和模擬市場報告涵蓋的地區包括亞太地區、西歐、東歐、北美、南美以及中東和非洲。

目錄

第1章執行摘要

第2章 市場特點

第3章 市場趨勢與策略

第4章宏觀經濟情景

  • 高通膨對市場的影響
  • 烏克蘭與俄羅斯戰爭對市場的影響
  • COVID-19 對市場的影響

第5章世界市場規模與成長

  • 全球市場促進因素與抑制因素
    • 市場促進因素
    • 市場抑制因素
  • 2018-2023 年全球市場規模表現與成長
  • 全球市場規模預測與成長，2023-2028、2033

第6章市場區隔

  • 全球運輸預測分析和模擬市場，按組成部分細分，實際和預測，2018-2023、2023-2028、2033
  • 軟體
  • 服務
  • 全球交通預測分析與模擬市場，依模擬方法細分，實際與預測，2018-2023、2023-2028、2033
  • 微觀的
  • 宏觀的
  • 介觀的
  • 全球運輸預測分析和模擬市場，按類型細分、實際和預測，2018-2023、2023-2028、2033
  • 本地
  • 雲端基礎
  • 全球交通預測分析和模擬市場，按應用細分、實際和預測，2018-2023、2023-2028、2033
  • 巷道
  • 鐵路
  • 航空
  • 海上航線
  • 其他用途

第 7 章 區域與國家分析

  • 全球運輸預測分析與模擬市場、地區、實際與預測，2018-2023、2023-2028、2033
  • 全球交通預測分析和模擬市場，按國家、實際和預測，2018-2023、2023-2028、2033

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 競爭形勢及公司概況

  • 交通預測分析與模擬市場競爭形勢
  • 交通預測分析與模擬市場公司概況
    • SAP AG
    • IBM Corporation
    • T-Systems International GmbH
    • Xerox Corporation
    • Cubic Corporation

第31章競爭基準化分析

第 32 章競爭對手儀表板

第33章 重大併購

第34章 未來前景與可能性分析

第35章附錄

簡介目錄
Product Code: r12161

“Transportation Predictive Analytics And Simulation 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 transportation predictive analytics and simulation 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 transportation predictive analytics and simulation? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? “The transportation predictive analytics and simulation 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.

Scope

Markets Covered:

  • 1) By Component: Software; Services
  • 2) By Simulation Method: Microscopic; Macroscopic; Mesoscopic
  • 3) By Type: On-Premise; Cloud-based
  • 4) By Application: Roadways; Railways; Airways; Seaways; Other Applications
  • Companies Mentioned: SAP AG; IBM Corporation; T-Systems International GmbH; Xerox Corporation; Cubic Corporation
  • 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.

Executive Summary

Transportation predictive analytics and simulation involve the application of data analysis techniques and mathematical models to anticipate and simulate diverse transportation scenarios.

The key elements of transportation predictive analytics and simulation include software and services. Software encompasses computer programs and tools utilized for the analysis and modeling of transportation data, enabling predictions about future transportation trends and occurrences. Its functionalities extend to the collection and storage of transportation data, analysis of transportation patterns, identification of trends, creation of virtual models for transportation systems, and the generation of maps. Transportation predictive analytics and simulation operate through microscopic, macroscopic, and mesoscopic simulation models, available for deployment on both on-premise and cloud-based platforms. The end-users benefiting from transportation predictive analytics and simulation span roadways, railways, airways, seaways, and other transportation systems.

The transportation predictive analytics and simulation software market research report is one of a series of new reports from The Business Research Company that provides transportation predictive analytics and simulation software market statistics, including transportation predictive analytics and simulation software industry global market size, regional shares, competitors with a transportation predictive analytics and simulation software market share, detailed transportation predictive analytics and simulation software market segments, market trends and opportunities, and any further data you may need to thrive in the transportation predictive analytics and simulation software industry. This transportation predictive analytics and simulation software 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 transportation predictive analytics and simulation market size has grown strongly in recent years. It will grow from $2.54 billion in 2023 to $2.79 billion in 2024 at a compound annual growth rate (CAGR) of 9.6%. The expansion observed in the historical period can be ascribed to the emergence of the Internet of Things (IoT), the early conceptualization of smart city initiatives, initiatives focused on data collection, governmental efforts, and the growth of transportation infrastructure.

The transportation predictive analytics and simulation market size is expected to see strong growth in the next few years. It will grow to $3.91 billion in 2028 at a compound annual growth rate (CAGR) of 8.8%. The anticipated expansion in the forecast period can be linked to the proliferation of smart cities, a growing adoption of the Internet of Things (IoT), a heightened demand for traffic management solutions, and an increased emphasis on sustainability. Key trends expected during the forecast period encompass the integration of big data, the implementation of artificial intelligence and machine learning, a surge in demand for smart transportation, rising concerns about climate and the environment, and the integration of artificial intelligence and machine learning technologies.

The expected rise in instances of road accidents is set to drive the growth of the transportation predictive analytics and simulation market. Road accidents, occurring on roads, highways, and other thoroughfares, stem from factors such as increased vehicular traffic, alterations in traffic patterns or road conditions, driver errors, or shifts in weather conditions. Transportation predictive analytics and simulation play a crucial role in mitigating road accidents by identifying high-risk areas, enhancing traffic flow, predicting and preventing accidents, and addressing driver behavior. This has led to an increased adoption of transportation predictive analytics and simulation. For instance, data from May 2022 revealed that the National Highway Traffic Safety Administration, a part of the US Department of Transportation, reported 42,915 fatalities in motor vehicle traffic accidents in 2021, marking a 10.5% increase from the 38,824 fatalities in the previous year. Hence, the growing instances of road accidents are a significant driver of the transportation predictive analytics and simulation market.

The anticipated growth of transportation is expected to be a driving force behind the expansion of the transportation predictive analytics and simulation market. Transportation, encompassing the movement of people, animals, goods, or materials from one location to another, is poised for growth. Predictive analytics and simulation technologies play a pivotal role in enabling data-driven decision-making within the transportation industry, optimizing operations, improving safety measures, and enhancing overall system efficiency. For instance, data from June 2023 indicated that the American Trucking Association reported an annual revenue of $875.5 billion for the US trucking industry in 2021, representing 80.4% of the country's freight bill. Therefore, the upward trajectory in transportation activities serves as a key driver for the transportation predictive analytics and simulation market.

Product innovations stand out as a prominent trend gaining momentum in the transportation predictive analytics and simulation market. Companies within this market are actively embracing new technologies as part of their strategy to maintain a competitive edge. An illustrative example is Geotab Intelligent Transportation Systems, a Canada-based provider of telematics technology for GPS fleet management, which introduced Stop Analytics in April 2023. This data analytics module is designed to enhance the movement of goods and services, improve safety at truck stops and roadways, strategically identify new real estate sites, develop more efficient curbside management programs, and pinpoint locations for electric vehicle charging infrastructure. Stop Analytics specifically aids in identifying parking for heavy-duty trucks, contributing to improved driver safety.

Major players in the transportation predictive analytics and simulation market are also actively developing innovative products such as the transport automation controller to drive market revenues. Ericsson, a Sweden-based telecommunications company, launched the Ericsson Transport Automation Controller in November 2023. This cloud-native software, leveraging artificial intelligence (AI) and machine learning (ML), analyzes and automates microwave, IP, and optical networks. Targeted at communications service providers (CSPs), the controller offers an advanced solution for maximizing efficiency in mobile transport networks. The product integrates automatic configuration, pathfinding, and other advanced functionalities, incorporating AIOps (artificial intelligence for IT operations).

In April 2021, Bentley Systems, a US-based infrastructure engineering software company, acquired INRO Software for an undisclosed amount. This acquisition enhances Bentley's mobility digital twins' capabilities by incorporating INRO's advanced traffic and vehicle simulation capabilities with Bentley's existing civil design and pedestrian simulation software, including Streetlytics, CUBE, OpenRoads, and LEGION. INRO Software, based in Canada, specializes in multi-model transportation planning.

Major companies operating in the transportation predictive analytics and simulation market report are SAP AG, IBM Corporation, T-Systems International GmbH, Xerox Corporation, Cubic Corporation, Cyient Insights Private Limited, Tiger Analytics Inc., PTV Group, Predikto Inc., Space-Time Insight India Private Limited, TSS-Transport Simulation Systems Inc., Caliper Corporation, Dataiku, INRIX, Indra Sistemas S.A., Siemens AG, Kapsch TrafficCom AG, TomTom International BV, HERE Technologies, Iteris Inc., Citilabs Inc., Dassault Systemes SE, Altair Engineering Inc., AnyLogic North America LLC, Simio LLC, FlexSim Software Products Inc., Transoft Solutions Inc., Trafficware Group Inc., Mott MacDonald Group, WSP Global Inc., IBI Group Inc., Stantec Inc., GHD Group Pty. Ltd.

North America was the largest region in the transportation predictive analytics and simulation market in 2023. Asia-pacific is expected to be the fastest-growing region in the global transportation predictive analytics and simulation market during the forecast period. The regions covered in the transportation predictive analytics and simulation market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa

The countries covered in the transportation predictive analytics and simulation market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain

The transportation predictive analytics and simulation market consists of revenues earned by entities by providing predictive analytics and simulation services such as predicting traffic congestion, estimating travel time, optimizing route planning, and assessing the impact of infrastructure changes. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The transportation predictive analytics and simulation market consists of the sales of transportation management systems, predictive analytics software, simulation software, and real-time data analytics. 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.

Table of Contents

1. Executive Summary

2. Transportation Predictive Analytics And Simulation Market Characteristics

3. Transportation Predictive Analytics And Simulation Market Trends And Strategies

4. Transportation Predictive Analytics And Simulation 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 Transportation Predictive Analytics And Simulation Market Size and Growth

  • 5.1. Global Transportation Predictive Analytics And Simulation Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global Transportation Predictive Analytics And Simulation Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global Transportation Predictive Analytics And Simulation Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Transportation Predictive Analytics And Simulation Market Segmentation

  • 6.1. Global Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Software
  • Services
  • 6.2. Global Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Microscopic
  • Macroscopic
  • Mesoscopic
  • 6.3. Global Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • On-Premise
  • Cloud-based
  • 6.4. Global Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Roadways
  • Railways
  • Airways
  • Seaways
  • Other Applications

7. Transportation Predictive Analytics And Simulation Market Regional And Country Analysis

  • 7.1. Global Transportation Predictive Analytics And Simulation Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global Transportation Predictive Analytics And Simulation Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Transportation Predictive Analytics And Simulation Market

  • 8.1. Asia-Pacific Transportation Predictive Analytics And Simulation 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 Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Transportation Predictive Analytics And Simulation Market

  • 9.1. China Transportation Predictive Analytics And Simulation Market Overview
  • 9.2. China Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Transportation Predictive Analytics And Simulation Market

  • 10.1. India Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Transportation Predictive Analytics And Simulation Market

  • 11.1. Japan Transportation Predictive Analytics And Simulation Market Overview
  • 11.2. Japan Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Transportation Predictive Analytics And Simulation Market

  • 12.1. Australia Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Transportation Predictive Analytics And Simulation Market

  • 13.1. Indonesia Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Transportation Predictive Analytics And Simulation Market

  • 14.1. South Korea Transportation Predictive Analytics And Simulation Market Overview
  • 14.2. South Korea Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Transportation Predictive Analytics And Simulation Market

  • 15.1. Western Europe Transportation Predictive Analytics And Simulation Market Overview
  • 15.2. Western Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Transportation Predictive Analytics And Simulation Market

  • 16.1. UK Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Transportation Predictive Analytics And Simulation Market

  • 17.1. Germany Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Transportation Predictive Analytics And Simulation Market

  • 18.1. France Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Transportation Predictive Analytics And Simulation Market

  • 19.1. Italy Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Transportation Predictive Analytics And Simulation Market

  • 20.1. Spain Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Transportation Predictive Analytics And Simulation Market

  • 21.1. Eastern Europe Transportation Predictive Analytics And Simulation Market Overview
  • 21.2. Eastern Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Transportation Predictive Analytics And Simulation Market

  • 22.1. Russia Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Transportation Predictive Analytics And Simulation Market

  • 23.1. North America Transportation Predictive Analytics And Simulation Market Overview
  • 23.2. North America Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Transportation Predictive Analytics And Simulation Market

  • 24.1. USA Transportation Predictive Analytics And Simulation Market Overview
  • 24.2. USA Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Transportation Predictive Analytics And Simulation Market

  • 25.1. Canada Transportation Predictive Analytics And Simulation Market Overview
  • 25.2. Canada Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Transportation Predictive Analytics And Simulation Market

  • 26.1. South America Transportation Predictive Analytics And Simulation Market Overview
  • 26.2. South America Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Transportation Predictive Analytics And Simulation Market

  • 27.1. Brazil Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Transportation Predictive Analytics And Simulation Market

  • 28.1. Middle East Transportation Predictive Analytics And Simulation Market Overview
  • 28.2. Middle East Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Transportation Predictive Analytics And Simulation Market

  • 29.1. Africa Transportation Predictive Analytics And Simulation Market Overview
  • 29.2. Africa Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Transportation Predictive Analytics And Simulation Market Competitive Landscape And Company Profiles

  • 30.1. Transportation Predictive Analytics And Simulation Market Competitive Landscape
  • 30.2. Transportation Predictive Analytics And Simulation Market Company Profiles
    • 30.2.1. SAP AG
      • 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. IBM Corporation
      • 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. T-Systems International GmbH
      • 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. Xerox Corporation
      • 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. Cubic Corporation
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. Global Transportation Predictive Analytics And Simulation Market Competitive Benchmarking

32. Global Transportation Predictive Analytics And Simulation Market Competitive Dashboard

33. Key Mergers And Acquisitions In The Transportation Predictive Analytics And Simulation Market

34. Transportation Predictive Analytics And Simulation Market Future Outlook and Potential Analysis

  • 34.1 Transportation Predictive Analytics And Simulation Market In 2028 - Countries Offering Most New Opportunities
  • 34.2 Transportation Predictive Analytics And Simulation Market In 2028 - Segments Offering Most New Opportunities
  • 34.3 Transportation Predictive Analytics And Simulation Market In 2028 - Growth Strategies
    • 34.3.1 Market Trend Based Strategies
    • 34.3.2 Competitor Strategies

35. Appendix

  • 35.1. Abbreviations
  • 35.2. Currencies
  • 35.3. Historic And Forecast Inflation Rates
  • 35.4. Research Inquiries
  • 35.5. The Business Research Company
  • 35.6. Copyright And Disclaimer