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自動導引運輸車(AGV) 的全球市場預測（-2030 年）：按車輛類型、電池類型、零件、技術、最終用戶和地區進行分析

Automated Guided Vehicles Market Forecasts to 2030 - Global Analysis By Vehicle Type, Battery Type, Component, Technology, End User and By Geography
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3個工作天內

價格

2024年全球自動導引運輸車（AGV）市場規模將達27億美元，預計2030年將達到52億美元，預測期內複合年成長率為11.6%。自動導引自動導引運輸車(AGV) 是一種移動機器人，旨在以最少的人工干預在設施周圍運輸材料和貨物。 AGV 使用各種導航技術，包括雷射、磁條和視覺系統，可有效地在倉庫、製造工廠、配送中心等地導航預定途徑。這些車輛可以被編程來執行重複性任務，例如在工作站之間運送零件或將成品移動到儲存位置。

根據美國人口普查局的數據，2023年4月至6月美國零售電商銷售額約為2,695億美元，較上季成長6.6%。

電商產業產品需求增加

電商產業產品需求的快速成長極大地推動了自動導引運輸車（AGV）的進步。隨著網路購物的持續成長，倉庫和履約中心面臨有效管理和分銷大量產品的壓力。 AGV 透過自動化運輸作業來簡化物料輸送，為了滿足這項需求，它變得越來越複雜。 AGV 創新包括改進的導航系統、先進的感測器和增強的自動化功能，使這些車輛能夠在動態、大容量的環境中更有效地運作。

初期投資成本高

高昂的初始投資成本是自動導引運輸車的主要障礙。這些成本不僅包括 AGV 本身的購買價格，還包括安裝 AGV 並將其整合到現有系統中的相關成本。 AGV 通常需要專門的基礎設施，例如指定的走道、感測器和控制系統，這會增加前期投資。但客製化軟體和負責人培訓的需求也增加了整體支出。這些費用對於中小型企業來說尤其沉重，儘管可能會長期節省勞動力和業務效率，但它們很難證明這些費用是合理的。

提高效率和生產力

透過技術和系統整合的進步，可以提高自動導引運輸車(AGV) 的效率和生產力。現代 AGV 擴大配備先進的感測器、人工智慧驅動的導航系統和即時資料分析，使它們能夠以更高的精度和適應性運行。這些改進使 AGV 能夠最佳化日常工作、減少空閒時間並改善物流和製造環境中的協作。此外，增強的電池技術和節能設計可透過延長運作時間和減少維護要求進一步提高 AGV 的效率。

安全和監管問題

安全和監管問題是廣泛採用自動導引運輸車(AGV) 的主要障礙。這些擔憂源於需要確保 AGV 在動態環境中與人類工人一起安全運作。法規通常需要嚴格的測試和認證，以檢驗AGV 能夠處理各種場景而不會造成傷害或損壞。安全問題包括潛在的碰撞、意外的人機互動以及系統故障時需要故障保護。然而，由於AGV依賴廣泛的資料收集和通訊，因此存在資料安全和隱私方面的擔憂。

COVID-19 的影響：

COVID-19 大流行對自動導引運輸車(AGV) 產生了重大影響，既有正面的影響，也有負面的影響。這次大流行凸顯了自動化在減少人員接觸和在中斷期間保持業務連續性的價值。社交距離措施和勞動力短缺使得 AGV 對於自動化物料輸送和物流至關重要，使公司能夠以最少的人為干預來維持生產和配送。然而，疫情也造成了供應鏈中斷，影響了關鍵零件的可用性，並減緩了 AGV 的生產和部署。

預計硬體領域將在預測期內成為最大的領域

硬體部分預計在預測期內將成為最大的部分，因為它專注於物理組件的改進，以提高工業環境中 AGV 的效率和有效性。這種增強通常涉及升級LiDAR和攝影機等感測器，以改善導航和障礙物檢測。整合先進的處理設備和可靠的通訊系統，確保資料即時處理以及與中央控制系統的無縫互動。改進的電池技術和電源管理系統可延長運作並減少停機時間。

預計雷射導引領域在預測期內複合年成長率最高

透過提高導航精度和靈活性，雷射導引領域預計在預測期內將實現最高的複合年成長率。這項先進技術使用雷射感測器和反射器創建環境虛擬地圖，使 AGV 能夠高精度檢測和避開障礙物。與依賴固定途徑或磁條的傳統系統不同，雷射引導使 AGV 能夠在動態和複雜的環境中運作並適應即時變化。結果是提高了工作效率、減少了停機時間並提高了安全性。

比最大的地區

在外推期間，歐洲佔了最大的市場佔有率。認知到對效率和成本效益的需求，全部區域的中小企業擴大採用 AGV 來簡化業務並降低人事費用。這種轉變是由 AGV 增強物料輸送、提高安全性和最佳化工作流程的能力所推動的。隨著中小型企業採用這些技術，全部區域受益於生產力的提高和營運中斷的減少。這些因素正在推動該地區的成長。

複合年成長率最高的地區：

預計歐洲在預測期內將出現良好的成長。政府法規透過建立明確的標準和安全通訊協定來促進創新並確保整個產業的一致性，顯著加強了歐洲的自動導引運輸車(AGV) 產業。歐盟 (EU) 實施了嚴格的指導方針來解決安全、資料安全和環境影響問題，為 AGV 部署創建了可靠的框架。這些法規要求嚴格的測試和認證流程，以促進高標準的安全和性能。

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目錄

第1章執行摘要

第2章 前言

  • 概述
  • 相關利益者
  • 調查範圍
  • 調查方法
    • 資料探勘
    • 資料分析
    • 資料檢驗
    • 研究途徑
  • 研究資訊來源
    • 主要研究資訊來源
    • 二次研究資訊來源
    • 先決條件

第3章市場趨勢分析

  • 促進因素
  • 抑制因素
  • 機會
  • 威脅
  • 技術分析
  • 最終用戶分析
  • 新興市場
  • COVID-19 的影響

第4章波特五力分析

  • 供應商的議價能力
  • 買方議價能力
  • 替代品的威脅
  • 新進入者的威脅
  • 競爭公司之間的敵對關係

第5章全球自動導引運輸車（AGV）市場：依車輛類型

  • 托盤車
  • 牽引車
  • 組裝車輛
  • 輕型貨物運輸車
  • 堆高機

第6章全球自動導引運輸車（AGV）市場：以電池類型

  • 鋰離子電池
  • 鎳電池
  • 鉛蓄電池

第7章全球自動導引運輸車（AGV）市場：按組成部分

  • 軟體
  • 硬體
  • 服務

第8章全球自動導引運輸車(AGV) 市場：依技術分類

  • 磁感應
  • 導絲器
  • 雷射導
  • 自然導航
  • 歸納引導
  • 其他技術

第9章全球自動導引運輸車（AGV）市場：依最終用戶分類

  • 車
  • 食品/飲料
  • 衛生保健
  • 航太
  • 藥品
  • 其他最終用戶

第10章全球自動導引運輸車（AGV）市場：按地區

  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 義大利
    • 法國
    • 西班牙
    • 其他歐洲國家
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳洲
    • 紐西蘭
    • 韓國
    • 其他亞太地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地區
  • 中東/非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 卡達
    • 南非
    • 其他中東/非洲

第11章 主要進展

  • 合約、夥伴關係、協作和合資企業
  • 收購和合併
  • 新產品發布
  • 業務拓展
  • 其他關鍵策略

第12章 公司概況

  • Aethon, Inc
  • Bastian Solutions, Inc
  • Invia Robotics, Inc
  • JBT Corporation
  • Murata Machinery Ltd
  • Oceaneering International, Inc
  • Schaefer Systems International, Inc
  • Scott Technology Limited
  • Seegrid Corporation
  • Swisslog Holding AG
Product Code: SMRC27000

According to Stratistics MRC, the Global Automated Guided Vehicles (AGVs) Market is accounted for $2.7 billion in 2024 and is expected to reach $5.2 billion by 2030 growing at a CAGR of 11.6% during the forecast period. Automated Guided Vehicles (AGVs) are mobile robots designed to transport materials or goods within a facility with minimal human intervention. Utilizing various navigation technologies such as lasers, magnetic strips, or vision systems, AGVs follow predefined paths to move items efficiently across warehouses, manufacturing plants, and distribution centers. These vehicles can be programmed to perform repetitive tasks, like delivering components between workstations or moving finished products to storage areas.

According to the U.S. Census Bureau, retail e-commerce sales in the United States totaled nearly USD 269.5 billion from April to June 2023, representing a 6.6 percent increase over the previous quarter.

Market Dynamics:

Driver:

Increasing product demand in e-commerce industry

The surge in product demand within the e-commerce sector is substantially driving advancements in Automated Guided Vehicles (AGVs). As online shopping continues to grow, warehouses and fulfillment centers face mounting pressure to efficiently manage and deliver vast quantities of goods. AGVs, which streamline material handling by automating transportation tasks, are becoming increasingly sophisticated to meet these demands. Innovations in AGVs include improved navigation systems, advanced sensors, and enhanced automation features, allowing these vehicles to operate more effectively in dynamic and high-volume environments.

Restraint:

High initial investment costs

High initial investment costs are a significant barrier to the widespread adoption of Automated Guided Vehicles (AGVs). These costs encompass not only the purchase price of the AGVs themselves but also the associated expenses of installing and integrating them into existing systems. AGVs often require specialized infrastructure, such as designated pathways, sensors, and control systems, which can further inflate the upfront investment. However, the need for customized software and training for personnel adds to the overall expenditure. This financial outlay can be particularly daunting for small to medium-sized enterprises, which might struggle to justify the expense despite potential long-term savings in labor and operational efficiency.

Opportunity:

Efficiency and productivity gains

Efficiency and productivity gains in Automated Guided Vehicles (AGVs) are achieved through advancements in technology and system integration. Modern AGVs are increasingly equipped with sophisticated sensors, AI-driven navigation systems, and real-time data analytics, enabling them to operate with higher precision and adaptability. These improvements allow AGVs to optimize routing, reduce idle times, and enhance coordination within logistics and manufacturing environments. Furthermore, enhanced battery technologies and energy-efficient designs further contribute to their effectiveness by extending operational hours and reducing maintenance needs.

Threat:

Safety and regulatory concerns

Safety and regulatory concerns are significant hurdles for the widespread adoption of Automated Guided Vehicles (AGVs). These concerns stem from the need to ensure that AGVs operate safely alongside human workers and in dynamic environments. Regulations often require rigorous testing and certification to verify that AGVs can handle various scenarios without causing harm or damage. Safety issues include potential collisions, unintended interactions with people, and the need for fail-safes in case of system malfunctions. However, there are concerns about data security and privacy, as AGVs rely on extensive data collection and communication.

Covid-19 Impact:

The COVID-19 pandemic significantly impacted Automated Guided Vehicles (AGVs), both positively and negatively. The pandemic underscored the value of automation in reducing human contact and maintaining operational continuity amidst disruptions. With social distancing measures and workforce shortages, AGVs became essential for automating material handling and logistics, enabling businesses to sustain production and distribution with minimal human intervention. However, the pandemic also caused supply chain disruptions, impacting the availability of critical components and delaying AGV production and deployment.

The Hardware segment is expected to be the largest during the forecast period

Hardware segment is expected to be the largest during the forecast period as it focuses on improving the physical components that drive these vehicles' efficiency and effectiveness in industrial environments. This enhancement typically involves upgrading sensors, such as LiDAR and cameras, to improve navigation and obstacle detection. Advanced processing units and more reliable communication systems are integrated to ensure real-time data handling and seamless interaction with central control systems. Improved battery technologies and power management systems extend operational periods and reduce downtime.

The Laser Guidance segment is expected to have the highest CAGR during the forecast period

Laser Guidance segment is expected to have the highest CAGR during the forecast period by enhancing their precision and flexibility in navigation. This advanced technology employs laser sensors and reflectors to create a virtual map of the environment, allowing AGVs to detect and avoid obstacles with high accuracy. Unlike traditional systems that rely on fixed pathways or magnetic strips, laser guidance enables AGVs to operate in dynamic and complex environments, adapting to changes in real-time. This results in improved operational efficiency, reduced downtime and enhanced safety.

Region with largest share:

Europe region commanded the largest market share over the extrapolated period. Small and medium-sized enterprises, recognizing the need for efficiency and cost-effectiveness, are increasingly adopting AGVs to streamline operations and reduce labor costs across the region. This shift is driven by AGVs' ability to enhance material handling, improve safety and optimize workflows. As SMEs embrace these technologies, they benefit from heightened productivity and reduced operational disruptions throughout the region. These elements are boosting the regional growth.

Region with highest CAGR:

Europe region is projected to witness lucrative growth during the estimation period. Government regulations are significantly enhancing the Automated Guided Vehicles (AGVs) sector in Europe by establishing clear standards and safety protocols that drive innovation and ensure industry-wide consistency. The European Union has implemented stringent guidelines that address safety, data security, and environmental impact, creating a reliable framework for AGV deployment. These regulations mandate rigorous testing and certification processes, which promote high standards of safety and performance.

Key players in the market

Some of the key players in Automated Guided Vehicles (AGVs) market include Aethon, Inc, Bastian Solutions, Inc, Invia Robotics, Inc, JBT Corporation, Murata Machinery Ltd, Oceaneering International, Inc, Schaefer Systems International, Inc, Scott Technology Limited, Seegrid Corporation and Swisslog Holding AG.

Key Developments:

In November 2023, Movella, Inc., an American sensor technology provider, collaborated with Taiwanese industrial IoT-provided Advantech to develop advanced automated guided vehicles and autonomous mobile robot systems. By developing these systems, the companies aim to simplify material deployment for their customers, thereby minimizing solution compatibility issues and expediting time to market.

In June 2023, Mitsubishi Logisnext Americas and Jungheinrich announced an expansion of their partnership for mobile automation solutions in North America by launching a company called Rocrich AGV Solutions. The combined product and service portfolios of Jungheinrich and Rocla will likely enable Rocrich to cover all major customer use cases, from standard to special purpose AGVs and automated forklifts.

In January 2023, Barcoding, Inc., a prominent player in supply chain efficiency, connectivity, and accuracy, announced the acquisition of FRED AGV, an automated guided vehicle manufacturer. The acquisition illustrates continuous investment and expansion in industrial automation for Barcoding, Inc.

Vehicle Types Covered:

  • Pallet Truck
  • Tow Vehicle
  • Assembly Line Vehicle
  • Light Load Transporters
  • Forklift Truck

Battery Types Covered:

  • Lithium-Ion Battery
  • Nickel-Based Battery
  • Lead Battery

Components Covered:

  • Software
  • Hardware
  • Services

Technologies Covered:

  • Magnetic Guidance
  • Wire Guidance
  • Laser Guidance
  • Natural Navigation
  • Inductive Guidance
  • Other Technologies

End Users Covered:

  • Automotive
  • Food & Beverages
  • Healthcare
  • Aerospace
  • Pharmaceuticals
  • Other End Users

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2022, 2023, 2024, 2026, and 2030
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Technology Analysis
  • 3.7 End User Analysis
  • 3.8 Emerging Markets
  • 3.9 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Automated Guided Vehicles (AGVs) Market, By Vehicle Type

  • 5.1 Introduction
  • 5.2 Pallet Truck
  • 5.3 Tow Vehicle
  • 5.4 Assembly Line Vehicle
  • 5.5 Light Load Transporters
  • 5.6 Forklift Truck

6 Global Automated Guided Vehicles (AGVs) Market, By Battery Type

  • 6.1 Introduction
  • 6.2 Lithium-Ion Battery
  • 6.3 Nickel-Based Battery
  • 6.4 Lead Battery

7 Global Automated Guided Vehicles (AGVs) Market, By Component

  • 7.1 Introduction
  • 7.2 Software
  • 7.3 Hardware
  • 7.4 Services

8 Global Automated Guided Vehicles (AGVs) Market, By Technology

  • 8.1 Introduction
  • 8.2 Magnetic Guidance
  • 8.3 Wire Guidance
  • 8.4 Laser Guidance
  • 8.5 Natural Navigation
  • 8.6 Inductive Guidance
  • 8.7 Other Technologies

9 Global Automated Guided Vehicles (AGVs) Market, By End User

  • 9.1 Introduction
  • 9.2 Automotive
  • 9.3 Food & Beverages
  • 9.4 Healthcare
  • 9.5 Aerospace
  • 9.6 Pharmaceuticals
  • 9.7 Other End Users

10 Global Automated Guided Vehicles (AGVs) Market, By Geography

  • 10.1 Introduction
  • 10.2 North America
    • 10.2.1 US
    • 10.2.2 Canada
    • 10.2.3 Mexico
  • 10.3 Europe
    • 10.3.1 Germany
    • 10.3.2 UK
    • 10.3.3 Italy
    • 10.3.4 France
    • 10.3.5 Spain
    • 10.3.6 Rest of Europe
  • 10.4 Asia Pacific
    • 10.4.1 Japan
    • 10.4.2 China
    • 10.4.3 India
    • 10.4.4 Australia
    • 10.4.5 New Zealand
    • 10.4.6 South Korea
    • 10.4.7 Rest of Asia Pacific
  • 10.5 South America
    • 10.5.1 Argentina
    • 10.5.2 Brazil
    • 10.5.3 Chile
    • 10.5.4 Rest of South America
  • 10.6 Middle East & Africa
    • 10.6.1 Saudi Arabia
    • 10.6.2 UAE
    • 10.6.3 Qatar
    • 10.6.4 South Africa
    • 10.6.5 Rest of Middle East & Africa

11 Key Developments

  • 11.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 11.2 Acquisitions & Mergers
  • 11.3 New Product Launch
  • 11.4 Expansions
  • 11.5 Other Key Strategies

12 Company Profiling

  • 12.1 Aethon, Inc
  • 12.2 Bastian Solutions, Inc
  • 12.3 Invia Robotics, Inc
  • 12.4 JBT Corporation
  • 12.5 Murata Machinery Ltd
  • 12.6 Oceaneering International, Inc
  • 12.7 Schaefer Systems International, Inc
  • 12.8 Scott Technology Limited
  • 12.9 Seegrid Corporation
  • 12.10 Swisslog Holding AG

List of Tables

  • Table 1 Global Automated Guided Vehicles (AGVs) Market Outlook, By Region (2022-2030) ($MN)
  • Table 2 Global Automated Guided Vehicles (AGVs) Market Outlook, By Vehicle Type (2022-2030) ($MN)
  • Table 3 Global Automated Guided Vehicles (AGVs) Market Outlook, By Pallet Truck (2022-2030) ($MN)
  • Table 4 Global Automated Guided Vehicles (AGVs) Market Outlook, By Tow Vehicle (2022-2030) ($MN)
  • Table 5 Global Automated Guided Vehicles (AGVs) Market Outlook, By Assembly Line Vehicle (2022-2030) ($MN)
  • Table 6 Global Automated Guided Vehicles (AGVs) Market Outlook, By Light Load Transporters (2022-2030) ($MN)
  • Table 7 Global Automated Guided Vehicles (AGVs) Market Outlook, By Forklift Truck (2022-2030) ($MN)
  • Table 8 Global Automated Guided Vehicles (AGVs) Market Outlook, By Battery Type (2022-2030) ($MN)
  • Table 9 Global Automated Guided Vehicles (AGVs) Market Outlook, By Lithium-Ion Battery (2022-2030) ($MN)
  • Table 10 Global Automated Guided Vehicles (AGVs) Market Outlook, By Nickel-Based Battery (2022-2030) ($MN)
  • Table 11 Global Automated Guided Vehicles (AGVs) Market Outlook, By Lead Battery (2022-2030) ($MN)
  • Table 12 Global Automated Guided Vehicles (AGVs) Market Outlook, By Component (2022-2030) ($MN)
  • Table 13 Global Automated Guided Vehicles (AGVs) Market Outlook, By Software (2022-2030) ($MN)
  • Table 14 Global Automated Guided Vehicles (AGVs) Market Outlook, By Hardware (2022-2030) ($MN)
  • Table 15 Global Automated Guided Vehicles (AGVs) Market Outlook, By Services (2022-2030) ($MN)
  • Table 16 Global Automated Guided Vehicles (AGVs) Market Outlook, By Technology (2022-2030) ($MN)
  • Table 17 Global Automated Guided Vehicles (AGVs) Market Outlook, By Magnetic Guidance (2022-2030) ($MN)
  • Table 18 Global Automated Guided Vehicles (AGVs) Market Outlook, By Wire Guidance (2022-2030) ($MN)
  • Table 19 Global Automated Guided Vehicles (AGVs) Market Outlook, By Laser Guidance (2022-2030) ($MN)
  • Table 20 Global Automated Guided Vehicles (AGVs) Market Outlook, By Natural Navigation (2022-2030) ($MN)
  • Table 21 Global Automated Guided Vehicles (AGVs) Market Outlook, By Inductive Guidance (2022-2030) ($MN)
  • Table 22 Global Automated Guided Vehicles (AGVs) Market Outlook, By Other Technologies (2022-2030) ($MN)
  • Table 23 Global Automated Guided Vehicles (AGVs) Market Outlook, By End User (2022-2030) ($MN)
  • Table 24 Global Automated Guided Vehicles (AGVs) Market Outlook, By Automotive (2022-2030) ($MN)
  • Table 25 Global Automated Guided Vehicles (AGVs) Market Outlook, By Food & Beverages (2022-2030) ($MN)
  • Table 26 Global Automated Guided Vehicles (AGVs) Market Outlook, By Healthcare (2022-2030) ($MN)
  • Table 27 Global Automated Guided Vehicles (AGVs) Market Outlook, By Aerospace (2022-2030) ($MN)
  • Table 28 Global Automated Guided Vehicles (AGVs) Market Outlook, By Pharmaceuticals (2022-2030) ($MN)
  • Table 29 Global Automated Guided Vehicles (AGVs) Market Outlook, By Other End Users (2022-2030) ($MN)

Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.