故障分析的全球市場預測:各設備(掃描式電子顯微鏡(SEM),雙束系統),各實驗(物理實驗,冶金實驗),各地區的分析(到2028年)
市場調查報告書
商品編碼
1117079

故障分析的全球市場預測:各設備(掃描式電子顯微鏡(SEM),雙束系統),各實驗(物理實驗,冶金實驗),各地區的分析(到2028年)

Failure Analysis Market Forecasts to 2028 - Global Analysis By Equipment (Scanning Electron Microscope (SEM), Dual-Beam Systems), Testing (Physical Testing, Metallurgical Testin) 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

全球故障分析的市場規模,預計從2022年的47億4,000萬美元,到2028年達到85億4,000萬美元,在預測期間內以10.3%的年複合成長率成長。

本報告提供全球故障分析市場調查,市場的推動因素與阻礙因素,市場機會,COVID-19影響,各市場區隔的市場分析,競爭情形,主要企業的簡介等系統性資訊。

目錄

第1章 摘要整理

第2章 序文

第3章 市場趨勢分析

  • 促進因素
  • 阻礙因素
  • 市場機會
  • 威脅
  • 技術分析
  • 用途分析
  • 新興市場
  • COVID-19影響

第4章 波特的五力分析

第5章 全球故障分析市場:各設備

  • 掃描式電子顯微鏡(SEM)
  • 雙束系統
  • 聚焦離子束系統(FIB)
  • 穿透式電子顯微鏡(TEM)

第6章 全球故障分析市場:各實驗

  • 物理實驗
  • 冶金實驗
  • 非破壞性檢驗(NDT)
  • 材料實驗
  • 電子元件故障分析
  • 機器實驗
  • 化學實驗

第7章 全球故障分析市場:各技術

  • 絨面呢離子研磨(BIM)
  • 反應性離子蝕刻(RIE)
  • 二次離子品質分析法(SIMS)
  • 能源分散式X光光譜學(EDX)
  • 聚焦離子束(FIB)
  • 材料技術
  • 故障分析物理
  • 非破壞技術(NDT)
  • 發球失誤樹分析(FTA)
  • 功能故障分析
  • 破壞物理分析
  • 潛行電路分析
  • 軟體故障分析
  • 共模故障分析
  • 故障方式影響分析(FMEA)
  • 故障方式,影響,重要度分析(FMECA)
  • 其他

第8章 全球故障分析市場:各用途

  • 生物科學
    • 神經科學
    • 細胞生物學
    • 醫用生物工程
    • 結構生物學
  • 材料科學
    • 紙、纖維材料
    • 聚合物
    • 奈米構造
    • 陶瓷、玻璃
    • 金屬、冶金
    • MEMS、薄膜製造
    • 半導體製造
  • 產業科學
    • 發電、能源
    • 化學
    • 汽車、航太
    • 石油、天然氣
    • 再生能源
    • 礦業
    • 機器、工具
    • 其他

第9章 全球故障分析市場:各地區

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

第10章 主要發展

  • 契約,夥伴關係,聯盟,合資企業
  • 收購、合併
  • 新產品的銷售
  • 事業擴張
  • 其他的主要策略

第11章 企業簡介

  • FEI Company
  • Hitachi High-Technologies Corporation
  • Jeol Ltd.
  • CARL Zeiss SMT GmbH
  • Intertek Group PLC
  • Thermo Fisher Scientific Inc
  • Motion X Corporation
  • Tescan Orsay Holding, A.S.
  • EAG (Evans Analytical Group) Inc.
  • A&D Company Ltd.
  • Raytheon Company (U.S.)
  • Meyer Burger Technology
  • Canon Anelva Corporation
  • Veeco Instruments Inc.
  • Bruker Corporation
  • Plasma-Therm
  • Scia Systems GmbH
  • EDAX, Inc.
  • Innovative Circuits Engineering, Inc.
  • IXRF Systems, Inc.
Product Code: SMRC21747

According to Stratistics MRC, the Global Failure Analysis Market is accounted for $4.74 billion in 2022 and is expected to reach $8.54 billion by 2028 growing at a CAGR of 10.3% during the forecast period. Failure analysis is a process in which the origin cause for the failure is recognized and the correction in the product is done. It is widely used in sectors such as material science, bioscience and other sectors. These processes mainly deal with the failures in structures, assemblies and components. The recognition of failure is a multilevel process which includes the physical investigation of the product. This process is done by the experts in those fields who can recognize the problem and who can make essential changes in the products.

According to Statistics Canada 2021, Canada invested CAD 81.6 billion in infrastructure assets in 2020, continuing the trend of investment made in the previous four years. These investments are crucial to address the country's infrastructure gap, the estimate of which ranges from CAD 150 billion to CAD 1 trillion.

Market Dynamics:

Driver:

High growth of nanotechnology

Nanotechnology is an emerging technology in the market with different applications. It has been commercialized in various industries, owing to constant support provided by both public and private sectors across the globe. As a matter of fact, it has a massive potential to greatly enhance existing products and allows significant future opportunities. Furthermore, North America, Germany, France and the UK among others have also funded heavily in nanotechnology, which shows the importance a`nd rapid growth of the technology across the globe. Nanotechnology is an emerging field of research and has been growing during the last decade. Therefore, these factors are expected to drive growth of the global failure analysis equipment market during the forecast period.

Restraint:

High cost

Most industries lack the installation cost. The lack of funds to invest in a failure analysis system can affect the demand. It is an expensive technology that requires separate expenditures. Maintenance and service costs can add more expense to any organization. Hence it acts as one of the restraining factors for market growth.

Opportunity:

Technological advancements

The labour-intensive failure analysis by professionals is less effective than the technology. It can detect any failure in the product before the manufacturing process. These advanced features in the technology can save costs and time for any industry. Identifying the final products after manufacturing can lead to plenty of revenue losses to any firm. However, the exceptional features of the failure analysis technology to detect errors in products can save plenty of costs. Further, there is expected to be innovations and variation in the failure analysis market. With new variations, the demand from the end-users will rise for the market.

Threat:

Lack of skilled personnel

Operating and managing failure analysis equipment needs skilled personnel. These individuals are required to possess adequate training and knowledge regarding the equipment. Although such skilled professionals are available in developed countries. Hence, these factors threaten the growth of the market during the forecast period.

COVID-19 is changing the dynamics of many global markets. The outbreak of the virus is affecting the growth of industries. Global Failure Analysis Market is facing a few challenges in this period. There are direct as well as indirect effects of pandemic on the failure analysis market. The direct impacts on the market are supply chain disruptions and a slowdown in production. The economic crisis is affecting the market indirectly. Also, the less demand from the end-users is affecting the market growth. Failure analysis is a complex technology that requires experts. Due to the less number of professionals to operate and analyse system the work is slowing down. The market will have more demand in the upcoming years.

The Focused Ion Beam (FIB) Systems segment is expected to be the largest during the forecast period

The Focused Ion Beam (FIB) Systems segment is expected to be the largest during the forecast period the fastest growth of this segment can be attributed to the increasing adoption of FIB systems in material science and bioscience applications. The development of commercially focused FIBs has led to their increased applications in the field of material sciences. In addition to circuit editing and Transmission Electron Microscopy (TEM) sample preparation, FIBs can now be used for microstructural analysis and prototyping nanomachining.

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

The semiconductor segment is expected to have the highest CAGR during the forecast period. The growing demand for miniature transistor chips, nanoelectronics, quantum dots, and optoelectronics is driving the market for failure analysis in the semiconductor industry. The electronics & semiconductor industry is one of the growing sectors globally, owing to the increased adoption of robotics and automation to produce electronics devices. The electronics & semiconductor industry requires high density, integrated, and miniaturized devices.

Region with highest share:

North America is projected to hold the largest market share during the forecast period North America is an early adopter of failure analysis techniques. The acceptance is higher to establish smooth manufacture and product delivery. There are prominent industries located in North America. The top-end users invest more in technology to provide the best quality products for customers.US is the key contributor to the Market. Both the automobile and energy industry has a high demand for the failure analysis process. Due to these factors, North America will sustain its top place in the global market.

Region with highest CAGR:

Asia Pacific is projected to have the highest CAGR over the forecast period the growth is attributed to the high concentration of semiconductor industries in countries such as Taiwan, China, Japan, South Korea and India. This order is expected to continue due to monumental growth in semiconductor technology and increasing investment in education and research infrastructure in this province.

Key players in the market

Some of the key players profiled in the Failure Analysis Market include FEI Company, Hitachi High, Technologies Corporation, Jeol Ltd., CARL Zeiss SMT GmbH, Intertek Group PLC, Thermo Fisher Scientific Inc, Motion X Corporation, Tescan Orsay Holding, A.S., EAG (Evans Analytical Group) Inc. , A&D Company Ltd., Raytheon Company (U.S.), Meyer Burger Technology, Canon Anelva Corporation, Veeco Instruments Inc., Bruker Corporation, Plasma-Therm, Scia Systems GmbH, EDAX, Inc., Innovative Circuits Engineering, Inc. and IXRF Systems, Inc.

Key Developments:

In September 2019: Thermo Fisher Scientific launched the Thermo Scientific Phenom ParticleX, a versatile and intuitive desktop Scanning Electron Microscope (SEM) solution that is designed to provide automotive suppliers and additive manufacturing companies faster quality control analyses of materials used in development and production.

In January 2020: JEOL Ltd. acquired all shares of INTEGRATED DYNAMIC ELECTRON SOLUTIONS, INC. (US), an entrepreneurial venture specialized in technologies related to transmission electron microscopy.

In December 2019: Hitachi High-Technologies Corporation developed a new advanced CD Measurement SEM (CD-SEM*1), CG7300. The CG7300 provides enhanced high-precision measurement and improved throughput performance.

Equipment's Covered:

  • Scanning Electron Microscope (SEM)
  • Dual-Beam Systems
  • Focused ION Beam System (FIB)
  • Transmission Electron Microscope (TEM)

Technologies Covered:

  • Broad ION Milling (BIM)
  • Reactive ION Etching (RIE)
  • Secondary ION Mass Spectroscopy (SIMS)
  • Secondary ION Mass Spectroscopy (SIMS)
  • Energy Dispersive X-Ray Spectroscopy (EDX)
  • Focused ION Beam (FIB)
  • Materials Technology
  • Physical Technology
  • Non-Destructive Technology (NDT)

Applications Covered:

  • Bio Science
  • Material Science
  • Industrial Science

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 2020, 2021, 2022, 2025 and 2028
  • 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 Application 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 Failure Analysis Market, By Equipment

  • 5.1 Introduction
  • 5.2 Scanning Electron Microscope (SEM)
  • 5.3 Dual-Beam Systems
  • 5.4 Focused ION Beam System (FIB)
  • 5.5 Transmission Electron Microscope (TEM)

6 Global Failure Analysis Market, By Testing

  • 6.1 Introduction
  • 6.2 Physical Testing
  • 6.3 Metallurgical Testing
  • 6.4 Non-destructive Testing (NDT)
  • 6.5 Materials Testing
  • 6.6 Electronic Component Failure Analysis
  • 6.7 Mechanical Testing
  • 6.8 Chemical Testing

7 Global Failure Analysis Market, By Technology

  • 7.1 Introduction
  • 7.2 Broad ION Milling (BIM)
  • 7.3 Reactive ION Etching (RIE)
  • 7.4 Secondary ION Mass Spectroscopy (SIMS)
  • 7.5 Energy Dispersive X-Ray Spectroscopy (EDX)
  • 7.6 Focused ION Beam (FIB)
  • 7.7 Materials Technology
  • 7.8 Physics of Failure Analysis
  • 7.9 Non-Destructive Technology (NDT)
  • 7.1 Fault Tree Analysis(FTA)
  • 7.11 Functional Failure Analysis
  • 7.12 Destructive Physical Analysis
  • 7.13 Sneak Circuit Analysis
  • 7.14 Software Failure Analysis
  • 7.15 Common-Mode Failure Analysis
  • 7.16 Failure Modes Effect Analysis (FMEA)
  • 7.17 Failure Modes, Effects, and Criticality Analysis (FMECA)
  • 7.18 Other Technologies

8 Global Failure Analysis Market, By Application

  • 8.1 Introduction
  • 8.2 Bio Science
    • 8.2.1 Neuroscience
    • 8.2.2 Cellular Biology
    • 8.2.3 Biomedical Engineering
    • 8.2.4 Structural Biology
  • 8.3 Material Science
    • 8.3.1 Paper & Fiber Material
    • 8.3.2 Polymer
    • 8.3.3 Nanofabrication
    • 8.3.4 Ceramic & Glass
    • 8.3.5 Metals & Metallurgy
    • 8.3.6 MEMS and Thin Film Production
    • 8.3.7 Semiconductor Manufacturing
  • 8.4 Industrial Science
    • 8.4.1 Power Generation & Energy
    • 8.4.2 Chemical
    • 8.4.3 Automotive & Aerospace
    • 8.4.4 Oil & Gas
    • 8.4.5 Renewable Energy
    • 8.4.6 Mining
    • 8.4.7 Machinery & Tools
    • 8.4.8 Other Industrial Science

9 Global Failure Analysis Market, By Geography

  • 9.1 Introduction
  • 9.2 North America
    • 9.2.1 US
    • 9.2.2 Canada
    • 9.2.3 Mexico
  • 9.3 Europe
    • 9.3.1 Germany
    • 9.3.2 UK
    • 9.3.3 Italy
    • 9.3.4 France
    • 9.3.5 Spain
    • 9.3.6 Rest of Europe
  • 9.4 Asia Pacific
    • 9.4.1 Japan
    • 9.4.2 China
    • 9.4.3 India
    • 9.4.4 Australia
    • 9.4.5 New Zealand
    • 9.4.6 South Korea
    • 9.4.7 Rest of Asia Pacific
  • 9.5 South America
    • 9.5.1 Argentina
    • 9.5.2 Brazil
    • 9.5.3 Chile
    • 9.5.4 Rest of South America
  • 9.6 Middle East & Africa
    • 9.6.1 Saudi Arabia
    • 9.6.2 UAE
    • 9.6.3 Qatar
    • 9.6.4 South Africa
    • 9.6.5 Rest of Middle East & Africa

10 Key Developments

  • 10.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 10.2 Acquisitions & Mergers
  • 10.3 New Product Launch
  • 10.4 Expansions
  • 10.5 Other Key Strategies

11 Company Profiling

  • 11.1 FEI Company
  • 11.2 Hitachi High-Technologies Corporation
  • 11.3 Jeol Ltd.
  • 11.4 CARL Zeiss SMT GmbH
  • 11.5 Intertek Group PLC
  • 11.6 Thermo Fisher Scientific Inc
  • 11.7 Motion X Corporation
  • 11.8 Tescan Orsay Holding, A.S.
  • 11.9 EAG (Evans Analytical Group) Inc.
  • 11.1 A&D Company Ltd.
  • 11.11 Raytheon Company (U.S.)
  • 11.12 Meyer Burger Technology
  • 11.13 Canon Anelva Corporation
  • 11.14 Veeco Instruments Inc.
  • 11.15 Bruker Corporation
  • 11.16 Plasma-Therm
  • 11.17 Scia Systems GmbH
  • 11.18 EDAX, Inc.
  • 11.19 Innovative Circuits Engineering, Inc.
  • 11.2 IXRF Systems, Inc.

List of Tables

  • Table 1 Global Failure Analysis Market Outlook, By Region (2020-2028) (US $MN)
  • Table 2 Global Failure Analysis Market Outlook, By Equipment (2020-2028) (US $MN)
  • Table 3 Global Failure Analysis Market Outlook, By Scanning Electron Microscope (SEM) (2020-2028) (US $MN)
  • Table 4 Global Failure Analysis Market Outlook, By Dual-Beam Systems (2020-2028) (US $MN)
  • Table 5 Global Failure Analysis Market Outlook, By Focused ION Beam System (FIB) (2020-2028) (US $MN)
  • Table 6 Global Failure Analysis Market Outlook, By Transmission Electron Microscope (TEM) (2020-2028) (US $MN)
  • Table 7 Global Failure Analysis Market Outlook, By Testing (2020-2028) (US $MN)
  • Table 8 Global Failure Analysis Market Outlook, By Physical Testing (2020-2028) (US $MN)
  • Table 9 Global Failure Analysis Market Outlook, By Metallurgical Testing (2020-2028) (US $MN)
  • Table 10 Global Failure Analysis Market Outlook, By Non-destructive Testing (NDT) (2020-2028) (US $MN)
  • Table 11 Global Failure Analysis Market Outlook, By Materials Testing (2020-2028) (US $MN)
  • Table 12 Global Failure Analysis Market Outlook, By Electronic Component Failure Analysis (2020-2028) (US $MN)
  • Table 13 Global Failure Analysis Market Outlook, By Mechanical Testing (2020-2028) (US $MN)
  • Table 14 Global Failure Analysis Market Outlook, By Chemical Testing (2020-2028) (US $MN)
  • Table 15 Global Failure Analysis Market Outlook, By Technology (2020-2028) (US $MN)
  • Table 16 Global Failure Analysis Market Outlook, By Broad ION Milling (BIM) (2020-2028) (US $MN)
  • Table 17 Global Failure Analysis Market Outlook, By Reactive ION Etching (RIE) (2020-2028) (US $MN)
  • Table 18 Global Failure Analysis Market Outlook, By Secondary ION Mass Spectroscopy (SIMS) (2020-2028) (US $MN)
  • Table 19 Global Failure Analysis Market Outlook, By Energy Dispersive X-Ray Spectroscopy (EDX) (2020-2028) (US $MN)
  • Table 20 Global Failure Analysis Market Outlook, By Focused ION Beam (FIB) (2020-2028) (US $MN)
  • Table 21 Global Failure Analysis Market Outlook, By Materials Technology (2020-2028) (US $MN)
  • Table 22 Global Failure Analysis Market Outlook, By Physics of Failure Analysis (2020-2028) (US $MN)
  • Table 23 Global Failure Analysis Market Outlook, By Non-Destructive Technology (NDT) (2020-2028) (US $MN)
  • Table 24 Global Failure Analysis Market Outlook, By Fault Tree Analysis(FTA) (2020-2028) (US $MN)
  • Table 25 Global Failure Analysis Market Outlook, By Functional Failure Analysis (2020-2028) (US $MN)
  • Table 26 Global Failure Analysis Market Outlook, By Destructive Physical Analysis (2020-2028) (US $MN)
  • Table 27 Global Failure Analysis Market Outlook, By Sneak Circuit Analysis (2020-2028) (US $MN)
  • Table 28 Global Failure Analysis Market Outlook, By Software Failure Analysis (2020-2028) (US $MN)
  • Table 29 Global Failure Analysis Market Outlook, By Common-Mode Failure Analysis (2020-2028) (US $MN)
  • Table 30 Global Failure Analysis Market Outlook, By Failure Modes Effect Analysis (FMEA) (2020-2028) (US $MN)
  • Table 31 Global Failure Analysis Market Outlook, By Failure Modes, Effects, and Criticality Analysis (FMECA) (2020-2028) (US $MN)
  • Table 32 Global Failure Analysis Market Outlook, By Other Technologies (2020-2028) (US $MN)
  • Table 33 Global Failure Analysis Market Outlook, By Application (2020-2028) (US $MN)
  • Table 34 Global Failure Analysis Market Outlook, By Bio Science (2020-2028) (US $MN)
  • Table 35 Global Failure Analysis Market Outlook, By Neuroscience (2020-2028) (US $MN)
  • Table 36 Global Failure Analysis Market Outlook, By Cellular Biology (2020-2028) (US $MN)
  • Table 37 Global Failure Analysis Market Outlook, By Biomedical Engineering (2020-2028) (US $MN)
  • Table 38 Global Failure Analysis Market Outlook, By Structural Biology (2020-2028) (US $MN)
  • Table 39 Global Failure Analysis Market Outlook, By Material Science (2020-2028) (US $MN)
  • Table 40 Global Failure Analysis Market Outlook, By Paper & Fiber Material (2020-2028) (US $MN)
  • Table 41 Global Failure Analysis Market Outlook, By Polymer (2020-2028) (US $MN)
  • Table 42 Global Failure Analysis Market Outlook, By Nanofabrication (2020-2028) (US $MN)
  • Table 43 Global Failure Analysis Market Outlook, By Ceramic & Glass (2020-2028) (US $MN)
  • Table 44 Global Failure Analysis Market Outlook, By Metals & Metallurgy (2020-2028) (US $MN)
  • Table 45 Global Failure Analysis Market Outlook, By MEMS and Thin Film Production (2020-2028) (US $MN)
  • Table 46 Global Failure Analysis Market Outlook, By Semiconductor Manufacturing (2020-2028) (US $MN)
  • Table 47 Global Failure Analysis Market Outlook, By Industrial Science (2020-2028) (US $MN)
  • Table 48 Global Failure Analysis Market Outlook, By Power Generation & Energy (2020-2028) (US $MN)
  • Table 49 Global Failure Analysis Market Outlook, By Chemical (2020-2028) (US $MN)
  • Table 50 Global Failure Analysis Market Outlook, By Automotive & Aerospace (2020-2028) (US $MN)
  • Table 51 Global Failure Analysis Market Outlook, By Oil & Gas (2020-2028) (US $MN)
  • Table 52 Global Failure Analysis Market Outlook, By Renewable Energy (2020-2028) (US $MN)
  • Table 53 Global Failure Analysis Market Outlook, By Mining (2020-2028) (US $MN)
  • Table 54 Global Failure Analysis Market Outlook, By Machinery & Tools (2020-2028) (US $MN)
  • Table 55 Global Failure Analysis Market Outlook, By Other Industrial Science (2020-2028) (US $MN)

Note North America, Europe, Asia Pacific, South America and Middle East & Africa are represented in above manner.