机器人视觉市场——增长、趋势、COVID-19 影响和预测 (2023-2028)

机器人视觉市场预计在预测期内的复合年增长率为 9.86%。

这一市场增长归因于认知类人机器人的使用越来越多，以及机器视觉系统在汽车行业等最终用户领域的部署越来越多。

主要亮点

• 机器引导系统使用 2D 和 3D 机器视觉系统来提高装配机器人和自动化物料搬运设备的准确性和速度，这些设备在发动机底盘配合操作中起着至关重要的作用。 应用因车辆和生产的模型而异，但在机器人技术、尺寸计量、装配验证、缺陷检测、喷漆工作验证和代码读取等应用中观察到一般类别。
• 机器人视觉为机器人提供的视觉有助于补充或替代使用摄像头和图像处理的人工检查任务。 它的用途范围从基本任务（如存在检测）到实时检查。
• 世界各地的製造业都意识到这种机器人视觉系统的好处，尤其是在需要准确执行检查等繁琐任务的领域。 特别是，它们对于高速生产线和在危险环境中工作至关重要。 有显着的好处，例如提高生产率、减少机器停机时间和增强过程控制。
• 开发机器人视觉的核心部件，如视觉传感器和视觉软件，需要花费大量资金。 此外，引入机器人视觉的初始成本相当高，这可能会阻碍市场扩张。
• COVID-19 大流行预示着视觉引导机器人的发展，这些机器人可以减少多个最终用户行业的人际接触。 例如，美国公司 Orrbec 正在与一家中国机器人製造商合作，将其 3D 摄像头产品部署在机器人上，用于医院的各种应用。 采用机器视觉系统的服务机器人、消毒机器人、导向机器人已经在国内多家医院安装。 认知人形机器人的应用正在取得进展，疫情过后市场正在迅速扩大。

机器人视觉市场趋势

汽车行业等终端用户需求的增加推动了市场增长

• 为解决质量问题，汽车製造商加大了对视觉系统的投资。 汽车製造商和零部件製造商正在使用粘合剂分配、料箱拾取、错误预防、在线焊接分析、材料处理、机器人引导、表面检测、可追溯性和许多其他应用程序。 不断增长的定制需求、劳动力短缺和成本压力是汽车行业使用视觉系统的主要驱动因素。
• 预计视觉引导机器人将彻底改变电子、汽车和食品加工行业。 弧焊、切割、码垛等应用对技术需求巨大，3D视觉引导技术成为这些行业的主流。
• 先进的机器视觉技术在全球各个汽车工厂的日常运营中发挥着重要作用。 例如，福特汽车公司的 Van Dyke 变速器工厂使用视觉引导机器人来确保齿轮和离合器等关键部件的高质量装配。 该工厂部署了 500 多个在线机器视觉应用程序，用于错误预防、测量和復杂问题。
• 随着汽车 ADAS 系统的增长，对配备摄像头的照明、激光雷达和 V2X 等组件的需求将对自动化和智能化发挥重要作用。 根据 Neuromation 的数据，道路交通事故占全球死亡人数的 2.2%。 2D 和 3D 机器视觉和智能交通系统 (ITS) 为服务商提供了安全网。 这些技术能够减少汽车行业的人为错误，通过工具和功能协助防止驾驶辅助人员造成严重错误和事故。
• 机器人视觉系统由于具有非接触式检测、高再现性和最低成本等优点，越来越多地用于各个领域的质量控制。 所有传统的产品质量控制方法都依赖于人工检查。 然而，由于疲劳和重复性工作，预计随着工作时间的增加，人工检查性能会下降。 此外，您可能没有註意到微小的缺陷并导致微不足道的错误。 技术创新正在取得进展，将检查所需的时间从人工转移到机器并实现自动化。 硬件和软件的重大进步已经将大部分质量控制检查工作转移到世界各地的机器上。 根据 IFR，去年中国安装了约 168,000 台新工业机器人，使其成为世界上安装最多的机器人。

北美有望成为增长最快的市场

• 北美是引进机器人的主要发明者和先驱之一，也是世界上最大的市场之一。 越来越多地采用机器人技术在各个领域是推动市场增长的主要因素。
• 根据国际机器人联合会的数据，到今年北美引进的工业机器人预计将达到每年 69,000 台。 据 Advancing Automation 称，去年的机器人销量预计同比增长 28%。 去年第四季度的机器人销量创下历史新高（同比增长 9%），随着越来越多的公司转向自动化以提高生产率和解决劳动力短缺问题，近几个月来势头已经显现。
• 工业机器人在工业自动化中发挥着重要作用，不同的机器人在不同的行业发挥着重要的作用。 电子、电子商务和汽车等行业随着该地区许多国家的经济增长而增长。 产品製造商正在迅速采用机器人来满足整个经济领域不断增长的需求，并使重复程序自动化。
• 机器视觉系统将通过先进製造合作伙伴关係等政府计划更频繁地生产，该计划旨在鼓励公司、大学和联邦政府投资未来的自动化技术。我猜。
• 根据生产力和创新製造商联盟 (MAPI) 的数据，美国工业生产预计将同比增长 2.8%，这推动了机器人视觉技术的使用。

机器人视觉市场竞争对手分析

机器人视觉市场被 Qualcomm Technologies, Inc.、Keyence Corporation、FANUC Corporation、ABB Group 和 Sick AG 等主要参与者适度分割。 市场参与者正在采用合作伙伴关係、创新和收购等战略来增强他们的产品供应并获得持续的竞争优势。

• 2022 年 10 月 - ABB 宣布与美国初创公司 Scalable Robotics 建立战略合作伙伴关係，以扩展其用户友好型机器人焊接解决方案系列。 使用 3D 视觉和嵌入式过程感知，Scalable Robotics 技术允许用户无需编码即可对焊接机器人进行编程。

其他好处

• Excel 格式的市场预测 (ME) 表
• 三个月的分析师支持

内容

第一章介绍

• 研究假设和市场定义
• 调查范围

第二章研究方法论

第 3 章执行摘要

第 4 章市场洞察

• 市场概览
• 行业吸引力 - 波特五力分析
  • 新进入者的威胁
  • 买家的议价能力
  • 供应商的议价能力
  • 替代品的威胁
  • 竞争公司之间的敌对关係
• 工业价值链分析
• 评估 COVID-19 对行业的影响
• 配备机器人视觉的机器人分析（基于出货量）
  • 工业机器人
  • 移动机器人

第 5 章市场动态

• 市场驱动力
  • 扩大采用识别型人形机器人
  • 来自汽车行业等最终用户的需求不断扩大
• 市场製约因素
  • 高投资额

第 6 章市场细分

• 按技术
  • 二维视觉
  • 3D视觉
• 按最终用户行业
  • 汽车
  • 电子产品
  • 航空航天
  • 食物和饮料
  • 医药
  • 其他最终用户行业
• 按地区
  • 北美
  • 欧洲
  • 亚太地区
  • 世界其他地方

第七章竞争格局

• 公司简介
  • 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

第八章投资分析

第九章市场潜力

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