機器人視覺市場——增長、趨勢、COVID-19 影響和預測 (2023-2028)

機器人視覺市場預計在預測期內的複合年增長率為 9.86%。

這一市場增長歸因於認知類人機器人的使用越來越多，以及機器視覺系統在汽車行業等最終用戶領域的部署越來越多。

主要亮點

• 機器引導系統使用 2D 和 3D 機器視覺系統來提高裝配機器人和自動化物料搬運設備的準確性和速度，這些設備在發動機底盤配合操作中起著至關重要的作用。 應用因車輛和生產的模型而異，但在機器人技術、尺寸計量、裝配驗證、缺陷檢測、噴漆工作驗證和代碼讀取等應用中觀察到一般類別。
• 機器人視覺為機器人提供的視覺有助於補充或替代使用攝像頭和圖像處理的人工檢查任務。 它的用途範圍從基本任務（如存在檢測）到實時檢查。
• 世界各地的製造業都意識到這種機器人視覺系統的好處，尤其是在需要準確執行檢查等繁瑣任務的領域。 特別是，它們對於高速生產線和在危險環境中工作至關重要。 有顯著的好處，例如提高生產率、減少機器停機時間和增強過程控制。
• 開發機器人視覺的核心部件，如視覺傳感器和視覺軟件，需要花費大量資金。 此外，引入機器人視覺的初始成本相當高，這可能會阻礙市場擴張。
• COVID-19 大流行預示著視覺引導機器人的發展，這些機器人可以減少多個最終用戶行業的人際接觸。 例如，美國公司 Orrbec 正在與一家中國機器人製造商合作，將其 3D 攝像頭產品部署在機器人上，用於醫院的各種應用。 採用機器視覺系統的服務機器人、消毒機器人、導向機器人已經在國內多家醫院安裝。 認知人形機器人的應用正在取得進展，疫情過後市場正在迅速擴大。

機器人視覺市場趨勢

汽車行業等終端用戶需求的增加推動了市場增長

• 為解決質量問題，汽車製造商加大了對視覺系統的投資。 汽車製造商和零部件製造商正在使用粘合劑分配、料箱拾取、錯誤預防、在線焊接分析、材料處理、機器人引導、表面檢測、可追溯性和許多其他應用程序。 不斷增長的定制需求、勞動力短缺和成本壓力是汽車行業使用視覺系統的主要驅動因素。
• 預計視覺引導機器人將徹底改變電子、汽車和食品加工行業。 弧焊、切割、碼垛等應用對技術需求巨大，3D視覺引導技術成為這些行業的主流。
• 先進的機器視覺技術在全球各個汽車工廠的日常運營中發揮著重要作用。 例如，福特汽車公司的 Van Dyke 變速器工廠使用視覺引導機器人來確保齒輪和離合器等關鍵部件的高質量裝配。 該工廠部署了 500 多個在線機器視覺應用程序，用於錯誤預防、測量和復雜問題。
• 隨著汽車 ADAS 系統的增長，對配備攝像頭的照明、激光雷達和 V2X 等組件的需求將對自動化和智能化發揮重要作用。 根據 Neuromation 的數據，道路交通事故佔全球死亡人數的 2.2%。 2D 和 3D 機器視覺和智能交通系統 (ITS) 為服務商提供了安全網。 這些技術能夠減少汽車行業的人為錯誤，通過工具和功能協助防止駕駛輔助人員造成嚴重錯誤和事故。
• 機器人視覺系統由於具有非接觸式檢測、高再現性和最低成本等優點，越來越多地用於各個領域的質量控制。 所有傳統的產品質量控制方法都依賴於人工檢查。 然而，由於疲勞和重複性工作，預計隨著工作時間的增加，人工檢查性能會下降。 此外，您可能沒有註意到微小的缺陷並導致微不足道的錯誤。 技術創新正在取得進展，將檢查所需的時間從人工轉移到機器並實現自動化。 硬件和軟件的重大進步已經將大部分質量控制檢查工作轉移到世界各地的機器上。 根據 IFR，去年中國安裝了約 168,000 台新工業機器人，使其成為世界上安裝最多的機器人。

北美有望成為增長最快的市場

• 北美是引進機器人的主要發明者和先驅之一，也是世界上最大的市場之一。 越來越多地採用機器人技術在各個領域是推動市場增長的主要因素。
• 根據國際機器人聯合會的數據，到今年北美引進的工業機器人預計將達到每年 69,000 台。 據 Advancing Automation 稱，去年的機器人銷量預計同比增長 28%。 去年第四季度的機器人銷量創下歷史新高（同比增長 9%），隨著越來越多的公司轉向自動化以提高生產率和解決勞動力短缺問題，近幾個月來勢頭已經顯現。
• 工業機器人在工業自動化中發揮著重要作用，不同的機器人在不同的行業發揮著重要的作用。 電子、電子商務和汽車等行業隨著該地區許多國家的經濟增長而增長。 產品製造商正在迅速採用機器人來滿足整個經濟領域不斷增長的需求，並使重複程序自動化。
• 機器視覺系統將通過先進製造合作夥伴關係等政府計劃更頻繁地生產，該計劃旨在鼓勵公司、大學和聯邦政府投資未來的自動化技術。我猜。
• 根據生產力和創新製造商聯盟 (MAPI) 的數據，美國工業生產預計將同比增長 2.8%，這推動了機器人視覺技術的使用。

機器人視覺市場競爭對手分析

機器人視覺市場被 Qualcomm Technologies, Inc.、Keyence Corporation、FANUC Corporation、ABB Group 和 Sick AG 等主要參與者適度分割。 市場參與者正在採用合作夥伴關係、創新和收購等戰略來增強他們的產品供應並獲得持續的競爭優勢。

• 2022 年 10 月 - ABB 宣布與美國初創公司 Scalable Robotics 建立戰略合作夥伴關係，以擴展其用戶友好型機器人焊接解決方案系列。 使用 3D 視覺和嵌入式過程感知，Scalable Robotics 技術允許用戶無需編碼即可對焊接機器人進行編程。

其他好處

• Excel 格式的市場預測 (ME) 表
• 三個月的分析師支持

內容

第一章介紹

• 研究假設和市場定義
• 調查範圍

第二章研究方法論

第 3 章執行摘要

第 4 章市場洞察

• 市場概覽
• 行業吸引力 - 波特五力分析
  • 新進入者的威脅
  • 買家的議價能力
  • 供應商的議價能力
  • 替代品的威脅
  • 競爭公司之間的敵對關係
• 工業價值鏈分析
• 評估 COVID-19 對行業的影響
• 配備機器人視覺的機器人分析（基於出貨量）
  • 工業機器人
  • 移動機器人

第 5 章市場動態

• 市場驅動力
  • 擴大採用識別型人形機器人
  • 來自汽車行業等最終用戶的需求不斷擴大
• 市場製約因素
  • 高投資額

第 6 章市場細分

• 按技術
  • 二維視覺
  • 3D視覺
• 按最終用戶行業
  • 汽車
  • 電子產品
  • 航空航天
  • 食物和飲料
  • 醫藥
  • 其他最終用戶行業
• 按地區
  • 北美
  • 歐洲
  • 亞太地區
  • 世界其他地方

第七章競爭格局

• 公司簡介
  • Qualcomm Technologies, Inc.
  • Keyence Corporation
  • FANUC Corporation
  • ABB Group
  • Sick AG
  • Teledyne Dalsa Inc.
  • Cognex Corporation
  • Omron Adept Technology, Inc.
  • National Instruments Corporation
  • Hexagon AB

第八章投資分析

第九章市場潛力

The Robotic Vision Market is expected to register a CAGR of 9.86% during the forecast period. The market's growth is owing to the growing use of cognitive humanoid robots and the increasing deployment of machine vision systems in end-user segments like the Automotive Industry.

Key Highlights

• Machine guidance systems use 2D and 3D machine vision systems to improve the accuracy and speed of assembly robots and automated material handling equipment, which plays a crucial role in the engine chassis marriage operations. Although the applications vary depending on the vehicle or model being produced, the general categories of applications are observed in robotics, dimensional gaging functions, assembly verification, flaw detection, paint job verification, and code reading.
• Robotic vision provides the robots with a sight that helps them to complement or replace manual inspection tasks using cameras and image processing. The applications range from basic tasks, like presence detection, to real-time inspection.
• Manufacturing companies across the globe realize the benefits of these robotic vision systems, particularly in areas where redundant tasks, like inspection, should be performed with precision. They play an essential role in high-speed production lines and hazardous environments. These systems' significant benefits include increased productivity, reduced machine downtime, and tighter process control.
• Significant expenditures are required to develop the core components of robotic vision, such as vision sensors and the underlying vision software. The initial cost of implementing robotic vision is also slightly more significant, which may impede market expansion.
• The COVID-19 pandemic is expected to increase the growth of vision-guided robots that can reduce human contact in multiple end-user industries. For instance, Orrbec, a US-based company, collaborated with robot manufacturers in China to deploy its 3D camera products in robots for different hospital applications. Food delivery robots, sterilization robots, and directional guiding robots using machine vision systems have been deployed across many hospitals in China. With the increased adoption of cognitive humanoid robots, the market is proliferating after the pandemic.

Robotic Vision Market Trends

Growing Demand from End-User Segments like Automotive Industry Drives the Market Growth

• To address quality issues, Automotive manufacturers are increasingly investing in vision systems. The technology is increasingly being used by automakers and parts suppliers for various applications, including adhesive dispensing, bin picking, error-proofing, inline welding analysis, material handling, robotic guidance, surface inspection, and traceability. Growing demand for customization, increasing labor shortages, and cost pressures are some significant drivers of vision systems used in the auto industry.
• Vision-guided robots are projected to revolutionize the electronics, automotive, and food processing industries. Due to the tremendous technology demand for applications such as arc welding, cutting, and palletizing, these industries are dominated by 3D vision-guided technology.
• Advanced machine vision technology plays a significant role in the daily operation of various global automotive plants. Ford Motor Co.'s Van Dyke transmission plant, for instance, uses vision-guided robots to ensure the high-quality assembly of critical components like gears and clutches. The plant has deployed over 500 inline machine vision applications for error-proofing, gauging, and complexity issues.
• With the growth of the ADAS system in Automotives, the requirement of components like camera-led lighting, Lidar, and V2X, among others, would play a crucial role shortly for automation and intelligence. Further, according to Neuromation, traffic accidents account for 2.2% of global deaths. With 2D and 3D machine vision and intelligent transportation systems (ITS), drivers are provided with a safety net. These technologies make it possible to mitigate human error in the auto industry, assisting drivers at the wheel with tools and features that keep them from committing severe mistakes and accidents.
• Because of their noncontact inspection, high repeatability, and minimal cost, robotic vision systems are becoming more popular for quality control in various sectors. Traditional methods of product quality control rely entirely on human inspection. On the other hand, human inspection performance is projected to decline over a shift of work owing to weariness and repetition. Minor faults may go unnoticed, resulting in non-trivial errors. Technological breakthroughs are transferring the time-consuming inspection labor from humans to machine automation. Significant advances in hardware and software have already shifted most of the quality control inspection labor to machines in various regions of the globe. According to IFR, With approximately 168 thousand new industrial robot installations in China, it had set up the most robotics-worldwide in the previous year.

North America is Expected to become the Fastest Growing Market

• In robotics adoption, North America is one of the significant inventors and pioneers and one of the world's largest markets. The rising deployment of robotics across various sectors is the key driver of the market's growth.
• According to the International Federation of Robotics, North American industrial robot deployments are predicted to reach 69,000 annually by the current year. According to Advancing Automation, the number of robots sold last year was estimated to rise by 28% over before previous year. As more sectors resorted to automation to enhance productivity and reduce persistent labor shortages, record robot sales were recorded in the fourth quarter of the last year (up by 9% from the fourth quarter of before earlier year), demonstrating strong momentum already gained in the previous few months.
• Industrial robots are critical in industrial automation, with various robots managing many vital functions in multiple industries. Electronics, e-commerce, and automotive industries, among others, are growing in tandem with economic expansion in many countries in this region. Product manufacturers are rapidly employing robots to automate repetitive procedures in response to rising demand across economies.
• Machine vision systems would be produced more frequently due to government efforts such as the Advanced Manufacturing Partnership, which aims to encourage businesses, universities, and the federal government to invest in future automation technology.
• According to the MAPI (Manufacturers Alliance for Productivity and Innovation), industrial production in the United States was estimated to rise by 2.8% by the earlier year, boosting the country's use of robotic vision technologies.

Robotic Vision Market Competitor Analysis

The robotic vision market is moderately fragmented due to major players like Qualcomm Technologies, Inc., Keyence Corporation, FANUC Corporation, ABB Group, and Sick AG. Players in the market are adopting strategies such as partnerships, innovations, and acquisitions to enhance their product offerings and gain sustainable competitive advantage.

• October 2022 - ABB announced a strategic partnership with the US-based startup Scalable Robotics to expand its user-friendly robotic welding solutions line. Scalable Robotics technology, which uses 3D vision and embedded process awareness, enables users to program welding robots without coding.

Additional Benefits:

• The market estimate (ME) sheet in Excel format
• 3 months of analyst support

TABLE OF CONTENTS

1 INTRODUCTION

• 1.1 Study Assumptions and Market Definition
• 1.2 Scope of the Study

2 RESEARCH METHODOLOGY

3 EXECUTIVE SUMMARY

4 MARKET INSIGHTS

• 4.1 Market Overview
• 4.2 Industry Attractiveness - Porters Five Forces Analysis
  • 4.2.1 Threat of New Entrants
  • 4.2.2 Bargaining Power of Buyers
  • 4.2.3 Bargaining Power of Suppliers
  • 4.2.4 Threat of Substitute Products
  • 4.2.5 Intensity of Competitive Rivalry
• 4.3 Industry Value Chain Analysis
• 4.4 Assessment of Impact of Covid-19 on the Industry
• 4.5 Analysis of Robots Integrated with Robotic Vision (in terms of Volumes Shipped)
  • 4.5.1 Industrial Robots
  • 4.5.2 Mobile Robots

5 MARKET DYNAMICS

• 5.1 Market Drivers
  • 5.1.1 Increased Adoption of Cognitive Humanoid Robots
  • 5.1.2 Growing Demand from End - User Segments like Automotive Industry
• 5.2 Market Restraints
  • 5.2.1 High Investments

6 MARKET SEGMENTATION

• 6.1 By Technology
  • 6.1.1 2D Vision
  • 6.1.2 3D Vision
• 6.2 By End User Industry
  • 6.2.1 Automotive
  • 6.2.2 Electronics
  • 6.2.3 Aerospace
  • 6.2.4 Food and Beverage
  • 6.2.5 Pharmaceutical
  • 6.2.6 Other End User Industries
• 6.3 Geography
  • 6.3.1 North America
  • 6.3.2 Europe
  • 6.3.3 Asia Pacific
  • 6.3.4 Rest of the World

7 COMPETITIVE LANDSCAPE

• 7.1 Company Profiles*
  • 7.1.1 Qualcomm Technologies, Inc.
  • 7.1.2 Keyence Corporation
  • 7.1.3 FANUC Corporation
  • 7.1.4 ABB Group
  • 7.1.5 Sick AG
  • 7.1.6 Teledyne Dalsa Inc.
  • 7.1.7 Cognex Corporation
  • 7.1.8 Omron Adept Technology, Inc.
  • 7.1.9 National Instruments Corporation
  • 7.1.10 Hexagon AB

8 INVESTMENT ANALYSIS

9 FUTURE OF THE MARKET