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市场调查报告书
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1843628

2025年全球交通运输预测分析与模拟市场报告

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个工作天内

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简介目录

近年来，交通运输预测分析和模拟市场规模呈现强劲成长，从2024年的27.2亿美元成长到2025年的29.4亿美元，复合年增长率达7.9%。这一增长可归因于物联网的兴起、智慧城市概念的萌芽、数据收集计划、政府倡议以及交通基础设施的改善。

预计未来几年，交通运输预测分析和模拟市场将快速成长，到2029年市场规模将达到43.4亿美元，复合年增长率（CAGR）为10.2%。预测期内的成长主要受智慧城市建设、物联网应用日益普及、交通管理解决方案需求以及对永续性的关注等因素所驱动。预测期内的关键趋势包括巨量资料整合、人工智慧和机器学习、智慧交通需求、气候和环境问题以及人工智慧和机器学习的融合。

交通运输预测分析和模拟涉及应用数据分析技术和数学模型来预测和模拟各种交通运输场景。

交通预测分析和模拟的关键要素包括软体和服务。软体包括用于分析和建模交通数据的电脑程式和工具，从而能够预测未来的交通趋势和事件。其功能涵盖收集和储存交通数据、分析交通模式、识别趋势、创建交通系统的虚拟模型以及生成地图。交通预测分析和模拟透过微观、宏观和中观模拟模型运行，这些模型可以部署在本地和云端基础平台上。受益于交通预测分析和模拟的最终用户涵盖公路、铁路、航空、海运和其他交通运输系统。

美国在2025年春季突然提高关税及其引发的贸易摩擦，对资讯科技产业，特别是硬体製造、资料基础设施和软体部署领域，产生了重大影响。进口半导体、电路基板和网路设备的关税上涨，推高了高科技公司、云端服务供应商和资料中心的生产和营运成本。在全球范围内采购笔记型电脑、伺服器和消费电子产品零件的公司，面临更长的前置作业时间和价格压力。同时，对专用软体征收的关税以及主要国际市场的报復性措施，扰乱了全球IT供应链，并降低了海外对美国製造技术的需求。为了应对这些挑战，该产业正在加大对国内晶片生产的投资，扩大供应商网络，并利用人工智慧驱动的自动化技术来增强韧性，更有效地控製成本。

这份《交通运输预测分析与模拟软体软体市场研究报告》是商业研究公司最新系列报告之一，提供交通运输预测分析与模拟软体模拟软体市场的统计数据，包括全球市场规模、区域份额、竞争对手及其模拟软体的市场细分、市场趋势以及行业观点。本报告对交通运输预测分析与模拟软体模拟软体的现状和未来发展趋势进行了深入分析，为您提供所需的全面资讯。

未来五年10.2%的成长率预测较先前的预测略微下调了0.2%。这一下调主要归因于美国与其他国家之间的关税影响。关税上涨预计将推高主要来自亚洲的专用数据采集硬体和感测器的进口成本，从而对该市场造成压力，并可能阻碍即时模拟能力的提升，降低系统精度。此外，相互关税以及日益加剧的贸易紧张局势和限制措施对全球经济和贸易的负面影响也将使这种影响更加广泛。

由于预计交通事故数量将会增加，交通预测分析和模拟市场可望成长。道路、高速公路和其他主要道路上的交通事故是由多种因素造成的，例如车辆交通量增加、交通模式和路况变化、驾驶员失误以及天气变化。交通预测分析和模拟在减少交通事故方面发挥关键作用，其原理包括识别高风险路段、优化交通流量、预测和预防事故以及改善驾驶员行为。正因如此，交通预测分析和模拟的应用日益普及。例如，根据美国运输部下属的国家公路交通安全管理局 (NHTSA) 2022 年 5 月的数据，2021 年美国机动车交通事故死亡人数为 42,915 人，比上年的 38,824 人增加了 10.5%。因此，交通事故数量的增加是推动交通预测分析和模拟市场发展的关键因素。

交通运输业的成长是推动交通运输预测分析和模拟市场扩张的主要动力。交通运输涵盖人员、动物、货物或材料从一地到另一地的流动，其发展势头强劲。预测分析和模拟技术在交通运输产业中发挥关键作用，能够帮助企业实现数据主导的决策，优化运营，提升安全措施，并提高整体系统效率。例如，根据美国卡车运输协会2023年6月的数据，2021年美国卡车运输业的年销售额为8,755亿美元，占全国货运总额的80.4%。因此，交通运输活动的成长趋势是推动交通运输预测分析和模拟市场发展的关键因素。

在交通运输预测分析和模拟市场，产品创新已成为一股强劲的发展趋势。该市场的企业正积极采用新技术，以保持其竞争力。例如，总部位于加拿大的GPS远端资讯处理技术供应商Geotab Intelligent Transportation Systems于2023年4月推出了Stop Analytics。此数据分析模组旨在优化货物和服务运输，提升卡车停靠站和道路安全，策略性地识别新的房地产选址，开发更有效率的路边管理方案，并精确定位电动车充电基础设施。 Stop Analytics有助于识别停车位，尤其适用于重型卡车，从而提高驾驶员安全。

交通运输预测分析和模拟市场的关键参与者也在积极开发创新产品，例如交通运输自动化控制器，以推动市场收入成长。瑞典电信业者爱立信于2023年11月发布了爱立信交通运输自动化控制器。这款云端原生软体利用人工智慧 (AI) 和机器学习 (ML) 技术，能够分析和自动化微波、IP 和光纤网路。此控制器面向通讯服务供应商(CSP)，提供了一种先进的解决方案，可最大限度地提高行动传输网路的效率。该产品整合了 AIOps（用于 IT 维运的人工智慧），并整合了自动配置、路径规划和其他进阶功能。

2024年10月，总部位于加拿大的交通工程软体公司Transoft Solutions Inc.收购了Advanced Mobility Analytics Group (AMAG)，具体金额未揭露。此次收购凸显了Transoft致力于推动交通技术发展，并满足城市环境中日益增长的高效出行解决方案需求的决心。总部位于澳洲的Advanced Mobility Analytics Group专注于开发旨在提昇道路安全和交通管理的先进分析解决方案。

交通运输预测分析和模拟市场的主要参与者包括 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.。

预计到2024年，北美将成为全球交通运输预测分析与模拟市场最大的区域。亚太地区预计将成为预测期内全球交通运输预测分析与模拟市场成长最快的区域。本交通运输预测分析与模拟市场报告涵盖的区域包括亚太地区、西欧、东欧、北美、南美以及中东和非洲。

交通运输预测分析与模拟市场报告涵盖澳洲、巴西、中国、法国、德国、印度、印尼、日本、俄罗斯、韩国、英国、美国、加拿大、义大利和西班牙。

交通运输预测分析和模拟市场由提供预测分析和模拟服务的营业单位所获得的收入组成，例如交通拥堵预测、行程时间估算、路线规划最佳化和基础设施变更影响评估。市场价值包括服务供应商销售的或包含在其服务产品中的相关商品的价值。仅包括在企业之间交易或销售给最终消费者的商品和服务。交通运输预测分析和模拟市场包括交通管理系统、预测分析软体、模拟软体和即时数据分析的销售。该市场的价值为“出厂价”，即商品製造商或生产商销售的商品价值，无论销售对像是其他营业单位（包括下游製造商、批发商、经销商和零售商）还是直接销售给最终消费者。该市场中的商品价值也包括商品製造商销售的相关服务。

目录

第一章执行摘要

第二章 市场特征

第三章 市场趋势与策略

第四章 市场：宏观经济情景，包括利率、通货膨胀、地缘政治、贸易战和关税，以及新冠疫情及其復苏对市场的影响

第五章 全球成长分析与策略分析框架

  • 全球交通运输预测分析与模拟：PESTEL 分析（政治、社会、技术、环境、法律因素、驱动因素与限制因素）
  • 终端用户产业分析
  • 全球交通运输预测分析与模拟市场：成长率分析
  • 全球交通运输预测分析与模拟市场表现：规模与成长，2019-2024年
  • 全球交通运输预测分析与模拟市场预测：规模与成长，2024-2029年，2034年预测
  • 全球交通运输预测分析与模拟：潜在市场规模（TAM）

第六章 市场细分

  • 全球交通运输预测分析与模拟市场：按组成部分划分，实际值和预测值，2019-2024年、2024-2029年预测值、2034年预测值
  • 软体
  • 服务
  • 全球交通运输预测、分析与模拟市场：依模拟方法、实际值及预测值划分，2019-2024 年、2024-2029 年预测值、2034 年预测值
  • 显微镜
  • 宏观
  • 介观
  • 全球交通运输预测分析与模拟市场：按类型、实际结果与预测，2019-2024年、2024-2029年预测、2034年预测
  • 本地部署
  • 云端基础的
  • 全球交通运输预测分析与模拟市场：依应用领域划分，实际值与预测值，2019-2024年、2024-2029年预测值、2034年预测值
  • 路
  • 铁路
  • 航空
  • 海路
  • 其他用途
  • 全球交通运输预测分析与模拟市场：细分市场、软体（按类型）、效能及预测，2019-2024年、2024-2029年预测、2034年预测
  • 说明分析软体
  • 预测分析软体
  • 预测分析软体
  • 全球交通运输预测分析与模拟市场：细分市场、服务（按类型）、性能及预测，2019-2024年、2024-2029年预测、2034年预测
  • 咨询服务
  • 实施服务
  • 支援和维护服务

第七章 区域和国家分析

  • 全球交通运输预测分析与模拟市场：区域分析、绩效及预测（2019-2024年、2024-2029年预测、2034年预测）
  • 全球交通运输预测、分析和模拟市场：按国家/地区划分，实际值和预测值，2019-2024 年、2024-2029 年预测值、2034 年预测值

第八章 亚太市场

第九章：中国市场

第十章 印度市场

第十一章 日本市场

第十二章：澳洲市场

第十三章 印尼市场

第十四章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章：德国市场

第十八章：法国市场

第十九章：义大利市场

第二十章：西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章：加拿大市场

第26章 南美洲市场

第27章：巴西市场

第28章 中东市场

第29章：非洲市场

第三十章：竞争格局与公司概况

  • 交通运输预测分析与模拟市场：竞争格局
  • 交通运输预测分析与模拟市场：公司概况
    • 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：其他领先和创新企业

  • 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 全球市场竞争基准化分析与仪錶板

第33章 重大併购

第34章 近期市场趋势

第35章：高潜力市场国家、细分市场与策略

  • 2029年交通运输预测分析与模拟市场：提供新机会的国家
  • 2029年交通运输预测分析与模拟市场：新兴细分市场机会
  • 2029年交通运输预测分析与模拟市场：成长策略
    • 基于市场趋势的策略
    • 竞争对手策略

第36章附录

简介目录
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