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1843628

2025年全球交通運輸預測分析與模擬市場報告

Transportation Predictive Analytics And Simulation Global Market Report 2025
出版日期: | 出版商: The Business Research Company | 英文 250 Pages | 商品交期: 2-10個工作天內

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簡介目錄

近年來，交通運輸預測分析和模擬市場規模呈現強勁成長，從2024年的27.2億美元成長到2025年的29.4億美元，複合年成長率達7.9%。這一成長可歸因於物聯網的興起、智慧城市概念的萌芽、數據收集計劃、政府舉措以及交通基礎設施的改善。

預計未來幾年，交通運輸預測分析和模擬市場將快速成長，到2029年市場規模將達到43.4億美元，複合年成長率（CAGR）為10.2%。預測期內的成長主要受智慧城市建設、物聯網應用日益普及、交通管理解決方案需求以及對永續性的關注等因素所驅動。預測期內的關鍵趨勢包括巨量資料整合、人工智慧和機器學習、智慧交通需求、氣候和環境問題以及人工智慧和機器學習的融合。

交通運輸預測分析和模擬涉及應用數據分析技術和數學模型來預測和模擬各種交通運輸場景。

交通預測分析和模擬的關鍵要素包括軟體和服務。軟體包括用於分析和建模交通數據的電腦程式和工具，從而能夠預測未來的交通趨勢和事件。其功能涵蓋收集和儲存交通數據、分析交通模式、識別趨勢、創建交通系統的虛擬模型以及生成地圖。交通預測分析和模擬透過微觀、宏觀和中觀模擬模型運行，這些模型可以部署在本地和雲端基礎平台上。受益於交通預測分析和模擬的最終用戶涵蓋公路、鐵路、航空、海運和其他交通運輸系統。

美國在2025年春季突然提高關稅及其引發的貿易摩擦，對資訊科技產業，特別是硬體製造、資料基礎設施和軟體部署領域，產生了重大影響。進口半導體、電路基板和網路設備的關稅上漲，推高了高科技公司、雲端服務供應商和資料中心的生產和營運成本。在全球範圍內採購筆記型電腦、伺服器和消費電子產品零件的公司，面臨更長的前置作業時間和價格壓力。同時，對專用軟體徵收的關稅以及主要國際市場的報復性措施，擾亂了全球IT供應鏈，並降低了海外對美國製造技術的需求。為了應對這些挑戰，該產業正在加大對國內晶片生產的投資，擴大供應商網路，並利用人工智慧驅動的自動化技術來增強韌性，更有效地控制成本。

這份《交通運輸預測分析與模擬軟體軟體市場研究報告》是商業研究公司最新系列報告之一，提供交通運輸預測分析與模擬軟體模擬軟體市場的統計數據，包括全球市場規模、區域佔有率、競爭對手及其模擬軟體的市場細分、市場趨勢以及行業觀點。本報告對交通運輸預測分析與模擬軟體模擬軟體的現狀和未來發展趨勢進行了深入分析，為您提供所需的全面資訊。

未來五年10.2%的成長率預測較先前的預測略微下調了0.2%。這一下調主要歸因於美國與其他國家之間的關稅影響。關稅上漲預計將推高主要來自亞洲的專用數據採集硬體和感測器的進口成本，從而對該市場造成壓力，並可能阻礙即時模擬能力的提升，降低系統精度。此外，相互關稅以及日益加劇的貿易緊張局勢和限制措施對全球經濟和貿易的負面影響也將使這種影響更加廣泛。

由於預計交通事故數量將會增加，交通預測分析和模擬市場可望成長。道路、高速公路和其他主要道路上的交通事故是由多種因素造成的，例如車輛交通量增加、交通模式和路況變化、駕駛員失誤以及天氣變化。交通預測分析和模擬在減少交通事故方面發揮關鍵作用，其原理包括識別高風險路段、最佳化交通流量、預測和預防事故以及改善駕駛員行為。正因如此，交通預測分析和模擬的應用日益普及。例如，根據美國運輸部下屬的國家公路交通安全管理局 (NHTSA) 2022 年 5 月的數據，2021 年美國機動車交通事故死亡人數為 42,915 人，比上年的 38,824 人增加了 10.5%。因此，交通事故數量的增加是推動交通預測分析和模擬市場發展的關鍵因素。

交通運輸業的成長是推動交通運輸預測分析和模擬市場擴張的主要動力。交通運輸涵蓋人員、動物、貨物或材料從一地到另一地的流動，其發展勢頭強勁。預測分析和模擬技術在交通運輸產業中發揮關鍵作用，能夠幫助企業實現數據主導的決策，最佳化營運，提升安全措施，並提高整體系統效率。例如，根據美國卡車運輸協會2023年6月的數據，2021年美國卡車運輸業的年銷售額為8,755億美元，佔全國貨運總額的80.4%。因此，交通運輸活動的成長趨勢是推動交通運輸預測分析和模擬市場發展的關鍵因素。

在交通運輸預測分析和模擬市場，產品創新已成為一股強勁的發展趨勢。該市場的企業正積極採用新技術，以保持其競爭力。例如，總部位於加拿大的GPS遠端資訊處理技術供應商Geotab Intelligent Transportation Systems於2023年4月推出了Stop Analytics。此數據分析模組旨在最佳化貨物和服務運輸，提升卡車停靠站和道路安全，策略性地識別新的房地產選址，開發更有效率的路邊管理方案，並精確定位電動車充電基礎設施。 Stop Analytics有助於識別停車位，尤其適用於重型卡車，從而提高駕駛員安全。

交通運輸預測分析和模擬市場的關鍵參與者也在積極開發創新產品，例如交通運輸自動化控制器，以推動市場收入成長。瑞典電信業者愛立信於2023年11月發布了愛立信交通運輸自動化控制器。這款雲端原生軟體利用人工智慧 (AI) 和機器學習 (ML) 技術，能夠分析和自動化微波、IP 和光纖網路。此控制器面向通訊服務供應商(CSP)，提供了一種先進的解決方案，可最大限度地提高行動傳輸網路的效率。該產品整合了 AIOps（用於 IT 維運的人工智慧），並整合了自動配置、路徑規劃和其他進階功能。

2024年10月，總部位於加拿大的交通工程軟體公司Transoft Solutions Inc.收購了Advanced Mobility Analytics Group (AMAG)，具體金額未揭露。此次收購凸顯了Transoft致力於推動交通技術發展，並滿足城市環境中日益成長的高效出行解決方案需求的決心。總部位於澳洲的Advanced Mobility Analytics Group專注於開發旨在提昇道路安全和交通管理的先進分析解決方案。

交通運輸預測分析和模擬市場的主要參與者包括 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、TS Inc.、PTV Group、Predikto Inc.、Space-Time Insight India Private Limited、TSTSS-Peptation Corporation、TSS. AG、Kapsch Sistemas SA、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、FlexS Software Software Inc. Inc.、Stantec Inc. 和 GHD Group Pty. Ltd.。

預計到2024年，北美將成為全球交通運輸預測分析與模擬市場最大的區域。亞太地區預計將成為預測期內全球交通運輸預測分析與模擬市場成長最快的區域。本交通運輸預測分析與模擬市場報告涵蓋的區域包括亞太地區、西歐、東歐、北美、南美以及中東和非洲。

交通運輸預測分析與模擬市場報告涵蓋澳洲、巴西、中國、法國、德國、印度、印尼、日本、俄羅斯、韓國、英國、美國、加拿大、義大利和西班牙。

交通運輸預測分析和模擬市場由提供預測分析和模擬服務的營業單位所獲得的收入組成，例如交通堵塞預測、行程時間估算、路線規劃最佳化和基礎設施變更影響評估。市場價值包括服務供應商銷售的或包含在其服務產品中的相關商品的價值。僅包括在企業之間交易或銷售給最終消費者的商品和服務。交通運輸預測分析和模擬市場包括交通管理系統、預測分析軟體、模擬軟體和即時數據分析的銷售。該市場的價值為“出廠價”，即商品製造商或生產商銷售的商品價值，無論銷售對像是其他營業單位（包括下游製造商、批發商、經銷商和零售商）還是直接銷售給最終消費者。該市場中的商品價值也包括商品製造商銷售的相關服務。

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、通貨膨脹、地緣政治、貿易戰和關稅，以及新冠疫情及其復甦對市場的影響

第5章 全球成長分析與策略分析框架

  • 全球交通運輸預測分析與模擬：PESTEL 分析（政治、社會、技術、環境、法律因素、促進因素與限制因素）
  • 終端用戶產業分析
  • 全球交通運輸預測分析與模擬市場：成長率分析
  • 全球交通運輸預測分析與模擬市場表現：規模與成長，2019-2024年
  • 全球交通運輸預測分析與模擬市場預測：規模與成長，2024-2029年，2034年預測
  • 全球交通運輸預測分析與模擬：潛在市場規模（TAM）

第6章 市場細分

  • 全球交通運輸預測分析與模擬市場：按組成部分分類，實際值和預測值，2019-2024年、2024-2029年預測值、2034年預測值
  • 軟體
  • 服務
  • 全球交通運輸預測、分析與模擬市場：依模擬方法、實際值及預測值分類，2019-2024 年、2024-2029 年預測值、2034 年預測值
  • 顯微鏡
  • 宏觀
  • 介觀
  • 全球交通運輸預測分析與模擬市場：按類型、實際結果與預測，2019-2024年、2024-2029年預測、2034年預測
  • 本地部署
  • 雲端基礎的
  • 全球交通運輸預測分析與模擬市場：依應用領域分類，實際值與預測值，2019-2024年、2024-2029年預測值、2034年預測值
  • 路
  • 鐵路
  • 航空
  • 海路
  • 其他用途
  • 全球交通運輸預測分析與模擬市場：細分市場、軟體（按類型）、效能及預測，2019-2024年、2024-2029年預測、2034年預測
  • 說明分析軟體
  • 預測分析軟體
  • 預測分析軟體
  • 全球交通運輸預測分析與模擬市場：細分市場、服務（按類型）、性能及預測，2019-2024年、2024-2029年預測、2034年預測
  • 諮詢服務
  • 實施服務
  • 支援和維護服務

第7章 區域和國家分析

  • 全球交通運輸預測分析與模擬市場：區域分析、績效及預測（2019-2024年、2024-2029年預測、2034年預測）
  • 全球交通運輸預測、分析和模擬市場：按國家/地區分類，實際值和預測值，2019-2024 年、2024-2029 年預測值、2034 年預測值

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

  • 交通運輸預測分析與模擬市場：競爭格局
  • 交通運輸預測分析與模擬市場：公司概況
    • SAP AG Overview, Products and Services, Strategy and Financial Analysis
    • IBM Corporation Overview, Products and Services, Strategy and Financial Analysis
    • T-Systems International GmbH Overview, Products and Services, Strategy and Financial Analysis
    • Xerox Corporation Overview, Products and Services, Strategy and Financial Analysis
    • Cubic Corporation Overview, Products and Services, Strategy and Financial Analysis

第31章：其他領先和創新企業

  • 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 SA
  • Siemens AG
  • Kapsch TrafficCom AG
  • TomTom International BV
  • HERE Technologies
  • Iteris Inc.

第32章 全球市場競爭基準化分析與儀錶板

第33章 重大併購

第34章 近期市場趨勢

第35章：高潛力市場國家、細分市場與策略

  • 2029年交通運輸預測分析與模擬市場：提供新機會的國家
  • 2029年交通運輸預測分析與模擬市場：新興細分市場機會
  • 2029年交通運輸預測分析與模擬市場：成長策略
    • 基於市場趨勢的策略
    • 競爭對手策略

第36章附錄

簡介目錄
Product Code: r24567u

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.

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report's Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

The sharp rise in U.S. tariffs and the ensuing trade tensions in spring 2025 are having a significant impact on the information technology sector, especially in hardware manufacturing, data infrastructure, and software deployment. Increased duties on imported semiconductors, circuit boards, and networking equipment have driven up production and operating costs for tech companies, cloud service providers, and data centers. Firms that depend on globally sourced components for laptops, servers, and consumer electronics are grappling with extended lead times and mounting pricing pressures. At the same time, tariffs on specialized software and retaliatory actions by key international markets have disrupted global IT supply chains and dampened foreign demand for U.S.-made technologies. In response, the sector is ramping up investments in domestic chip production, broadening its supplier network, and leveraging AI-powered automation to improve resilience and manage costs more effectively.

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 $2.72 billion in 2024 to $2.94 billion in 2025 at a compound annual growth rate (CAGR) of 7.9%. The growth in the historic period can be attributed to emergence of iot, early smart city concepts, data collection efforts, government initiatives, transportation infrastructure growth.

The transportation predictive analytics and simulation market size is expected to see rapid growth in the next few years. It will grow to $4.34 billion in 2029 at a compound annual growth rate (CAGR) of 10.2%. The growth in the forecast period can be attributed to rise in smart cities, increasing iot adoption, demand for traffic management solutions, focus on sustainability. Major trends in the forecast period include big data integration, artificial intelligence and machine learning, demand for smart transportation, climate and environmental concerns, integration of ai and ml.

The forecast of 10.2% growth over the next five years reflects a slight reduction of 0.2% from the previous projection. This reduction is primarily due to the impact of tariffs between the US and other countries. Increased tariffs are expected to strain this market by inflating the cost of importing specialized data acquisition hardware and sensors, primarily sourced from Asia, potentially impeding real-time simulation capabilities and reducing system accuracy. The effect will also be felt more widely due to reciprocal tariffs and the negative effect on the global economy and trade due to increased trade tensions and restrictions.

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 October 2024, Transoft Solutions Inc., a Canada-based transportation engineering software company, acquired Advanced Mobility Analytics Group (AMAG) for an undisclosed sum. This acquisition highlights Transoft's commitment to advancing transportation technology and addressing the growing demand for effective mobility solutions in urban environments. Advanced Mobility Analytics Group, based in Australia, specializes in developing advanced analytics solutions aimed at enhancing road safety and traffic management.

Major companies operating in the transportation predictive analytics and simulation market include 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 2024. 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.

Transportation Predictive Analytics And Simulation 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 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.

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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, including technological disruption, regulatory shifts, and changing consumer preferences? 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.

  • 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 technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.

  • 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.
  • 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: 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
  • Subsegments:
  • 1) By Software: Descriptive Analytics Software; Predictive Analytics Software; Prescriptive Analytics Software
  • 2) By Services: Consulting Services; Implementation Services; Support And Maintenance Services
  • Companies Mentioned: 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.
  • 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. 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 Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

  • 4.1. Supply Chain Impact from Tariff War & Trade Protectionism

5. Global Transportation Predictive Analytics And Simulation Growth Analysis And Strategic Analysis Framework

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

6. Transportation Predictive Analytics And Simulation Market Segmentation

  • 6.1. Global Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Software
  • Services
  • 6.2. Global Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Microscopic
  • Macroscopic
  • Mesoscopic
  • 6.3. Global Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • On-Premise
  • Cloud-based
  • 6.4. Global Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Roadways
  • Railways
  • Airways
  • Seaways
  • Other Applications
  • 6.5. Global Transportation Predictive Analytics And Simulation Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Descriptive Analytics Software
  • Predictive Analytics Software
  • Prescriptive Analytics Software
  • 6.6. Global Transportation Predictive Analytics And Simulation Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Consulting Services
  • Implementation Services
  • Support And Maintenance Services

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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 7.2. Global Transportation Predictive Analytics And Simulation Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Transportation Predictive Analytics And Simulation Market

  • 8.1. Asia-Pacific Transportation Predictive Analytics And Simulation 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 Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.3. Asia-Pacific Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.4. Asia-Pacific Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.3. China Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.4. China Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Transportation Predictive Analytics And Simulation Market

  • 10.1. India Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.2. India Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.3. India Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.3. Japan Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.4. Japan Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Transportation Predictive Analytics And Simulation Market

  • 12.1. Australia Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.2. Australia Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.3. Australia Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Transportation Predictive Analytics And Simulation Market

  • 13.1. Indonesia Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.2. Indonesia Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.3. Indonesia Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.3. South Korea Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.4. South Korea Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.3. Western Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.4. Western Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Transportation Predictive Analytics And Simulation Market

  • 16.1. UK Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.2. UK Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.3. UK Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Transportation Predictive Analytics And Simulation Market

  • 17.1. Germany Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.2. Germany Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.3. Germany Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Transportation Predictive Analytics And Simulation Market

  • 18.1. France Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.2. France Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.3. France Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Transportation Predictive Analytics And Simulation Market

  • 19.1. Italy Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.2. Italy Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.3. Italy Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Transportation Predictive Analytics And Simulation Market

  • 20.1. Spain Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.2. Spain Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.3. Spain Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.3. Eastern Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.4. Eastern Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Transportation Predictive Analytics And Simulation Market

  • 22.1. Russia Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.2. Russia Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.3. Russia Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.3. North America Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.4. North America Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.3. USA Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.4. USA Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.3. Canada Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.4. Canada Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.3. South America Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.4. South America Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Transportation Predictive Analytics And Simulation Market

  • 27.1. Brazil Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.2. Brazil Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.3. Brazil Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.3. Middle East Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.4. Middle East Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.3. Africa Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.4. Africa Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ 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 Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.2. IBM Corporation Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.3. T-Systems International GmbH Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.4. Xerox Corporation Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.5. Cubic Corporation Overview, Products and Services, Strategy and Financial Analysis

31. Transportation Predictive Analytics And Simulation Market Other Major And Innovative Companies

  • 31.1. Cyient Insights Private Limited
  • 31.2. Tiger Analytics Inc.
  • 31.3. PTV Group
  • 31.4. Predikto Inc.
  • 31.5. Space-Time Insight India Private Limited
  • 31.6. TSS-Transport Simulation Systems Inc.
  • 31.7. Caliper Corporation
  • 31.8. Dataiku
  • 31.9. INRIX
  • 31.10. Indra Sistemas S.A.
  • 31.11. Siemens AG
  • 31.12. Kapsch TrafficCom AG
  • 31.13. TomTom International BV
  • 31.14. HERE Technologies
  • 31.15. Iteris Inc.

32. Global Transportation Predictive Analytics And Simulation Market Competitive Benchmarking And Dashboard

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

34. Recent Developments In The Transportation Predictive Analytics And Simulation Market

35. Transportation Predictive Analytics And Simulation Market High Potential Countries, Segments and Strategies

  • 35.1 Transportation Predictive Analytics And Simulation Market In 2029 - Countries Offering Most New Opportunities
  • 35.2 Transportation Predictive Analytics And Simulation Market In 2029 - Segments Offering Most New Opportunities
  • 35.3 Transportation Predictive Analytics And Simulation 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