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2030 年北美磨料市场预测 - 区域分析 - 按材料、类型、应用和销售管道

North America Abrasive Market Forecast to 2030 - Regional Analysis - by Material, Type, Application, and Sales Channel

出版日期: 2024年08月07日 | 出版商:

The Insight Partners | 英文 126 Pages | 订单完成后即时交付

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简介目录图表

2022年北美磨料市场价值为43.5077亿美元，预计到2030年将达到63.7503亿美元；预计2022年至2030年复合年增长率为4.9%。

永续磨料磨料的发展推动北美磨料市场

各国政府针对在加工业（包括化学品和材料）中使用永续材料製造产品製定了一些法规，以确保更好地保护人类健康和环境。这些法规旨在减少温室气体排放，并迫使製造公司增加对开发天然原料的投资。人们对温室气体 (GHG) 排放和环境污染的认识不断提高，预计将激增对生物基和永续产品的需求。各国政府正在采取多项措施来提高对永续材料的认识和开发。永续发展的新兴趋势刺激了磨料市场的创新。利用精密工程和表面改质等磨料製造技术的进步来提高效率并减少废弃物的产生。一些製造商也致力于最大限度地减少磨料生产和使用过程中产生的能源消耗和排放。因此，永续磨料的发展预计将在预测期内推动磨料市场的发展。

北美磨料磨料市场概况

由于建筑、汽车、航空航太、电气电子、能源、半导体和金属加工等最终用途行业的需求不断增长，北美为磨料製造商提供了广泛的成长机会。製造业发挥关键作用，因为磨料在金属製造、汽车生产和机械製造等各种工业製程中至关重要。在技术进步和创新的推动下，该地区强劲的製造业对磨料磨料的需求做出了巨大贡献。此外，北美地区的建筑和基础设施发展也促进了磨料磨俱的需求。由于经济强劲以及联邦和州对公共工程和机构结构融资的增加，北美的建筑业正在迅速发展。快速发展和城市化也正在推动北美磨料市场的发展。美国人口普查局发布的报告显示，2023年建筑业（私人和公共）投资总额为19,787亿美元，比2022年的18,487亿美元增加7%。在涉及表面处理、混凝土抛光和石材切割的应用中，磨料的使用对于建筑业至关重要。随着该地区经历持续增长和城市化，建筑活动对磨料的需求可能仍然很高。在北美，乘用车是最常见的交通方式，其使用量随着人均收入的增加而增加。根据国际汽车製造商组织(OICA) 的数据，北美的汽车产量增加了10%，从2021 年的约1,350 万辆增至2022 年的1,480 万辆。。此外，根据国际能源总署的数据，2021年电动车销量占63万辆。和电池製造商宣布对北美电动车供应链投资总额至少为 520 亿美元。技术进步正在增加磨料工具在电子、航空航太和医疗保健等各个领域的采用。北美各国政府对航空航太和国防领域的技术和研究项目进行了大量投资。该地区是雷神技术公司、波音公司、通用电气航空集团、庞巴迪公司和洛克希德·马丁公司等主要飞机、飞机零件和国防设备製造公司的枢纽。磨料在航空航太和国防零件的製造过程中发挥着至关重要的作用，其中精度和品质至关重要。飞机和国防系统对轻质、高强度材料的需求需要先进的加工和精加工技术，进一步推动了对特种磨料的需求。

北美磨料磨料市场收入及 2030 年预测（百万美元）

北美磨料磨料市场细分

北美磨料市场按材料、类型、应用、销售管道和国家分类。

依材料划分，北美磨料市场分为天然磨料和合成磨料。 2022 年，合成磨料市场在北美磨料市场占有更大份额。

从类型来看，北美磨料市场分为固结磨料和涂附磨料。到 2022 年，固结磨俱细分市场将在北美磨俱市场占据更大份额。此外，涂附磨料细分市场又细分为千叶盘、纤维盘、钩环盘、带子、辊等。

按应用划分，北美磨料市场分为汽车、航太、船舶、金属製造、木工、电气和电子等。 2022 年，汽车领域占据北美磨料市场最大份额。

根据听力损失的销售管道，北美磨料市场分为直接和间接。到 2022 年，间接细分市场将在北美磨料市场占据更大份额。

按国家/地区划分，北美磨料市场分为美国、加拿大和墨西哥。 2022 年，美国在北美磨料市场份额中占据主导地位。

迪尔福斯有限公司； CUMI AWUKO 磨料有限公司；罗伯特博世有限公司； Tyrolit Schleifmittelwerke Swarovski AG & Co KG；太阳磨料磨俱有限公司；圣戈班公司； sia 磨料磨俱工业股份公司； RHODIUS 磨料有限公司；和 3M Co 是北美磨料市场上的一些领先公司。

Governments of various countries have imposed a few regulations on using sustainable materials to manufacture products in processing industries, including chemicals & materials, to ensure better protection of human health and the environment. These regulations are set to reduce greenhouse emissions and have compelled manufacturing companies to increase investments in developing naturally derived raw materials. Rising awareness regarding greenhouse gas (GHG) emissions and environmental pollution is projected to surge the demand for bio-based and sustainable products. Governments of various countries are adopting several initiatives to increase the awareness and development of sustainable materials. Emerging trends in sustainability have spurred innovation in the abrasive market. Advancements in abrasive manufacturing techniques, such as precision engineering and surface modification, are leveraged to enhance efficiency and reduce waste generation. Several manufacturers are also focused on minimizing energy consumption and emissions caused during the production and usage of abrasives. Therefore, the development of sustainable abrasives is expected to drive the abrasive market during the forecast period.

North America Abrasive Market Overview

North America holds extensive growth opportunities for abrasive manufacturers owing to the increasing demand from end-use industries such as construction, automotive, aerospace, electrical & electronics, energy, semiconductor, and metalworking. The manufacturing sector plays a pivotal role, as abrasives are essential in various industrial processes such as metal fabrication, automotive production, and machinery manufacturing. The region's robust manufacturing industry, driven by technological advancements and innovation, contributes significantly to the demand for abrasives. In addition, the construction and infrastructure development in North America contributes to the demand for abrasives. The construction sector in North America is rapidly developing due to a robust economy and increased federal and state financing for public works and institutional structures. Rapid development and urbanization are also driving the North American abrasive market. According to a report released by the US Census Bureau, the value of total construction (private and public) investment in 2023 was US$ 1,978.7 billion, a 7% increase from investments in 2022 of US$ 1,848.7 billion. The use of abrasive in applications involving surface preparation, concrete polishing, and stone cutting is crucial in the construction sector. As the region experiences continuous growth and urbanization, the demand for abrasives in construction activities is likely to remain high. In North America, passenger vehicles are the most common mode of transportation, and their use is increasing with the rise in per capita income. According to the Organisation Internationale des Constructeurs d'Automobiles (OICA), vehicle production in North America increased by 10%, from ~13.5 million in 2021 to 14.8 million vehicles in 2022. As the automotive sector expands, there is a parallel increase in the demand for abrasives, which are utilized to remove paint and rust and polish or smooth surfaces. In addition, according to the International Energy Agency, electric car sales accounted for 630,000 in 2021. In addition, according to the International Energy Agency, between August 2022 (when the Inflation Reduction Act was passed) and March 2023, major electric vehicle and battery makers announced investments totaling a minimum of US$ 52 billion in electric vehicle supply chains in North America. Technological advancements are increasing the adoption of abrasive tools in various sectors, including electronics, aerospace, and healthcare. Governments of countries in North America have significantly invested in technology and research programs in the aerospace & defense sector. The region is a hub for major aircraft, aircraft components, and defense equipment manufacturing companies such as Raytheon Technologies Corporation, Boeing, GE Aviation, Bombardier Inc., and Lockheed Martin Corporation. Abrasives play a crucial role in the manufacturing process of aerospace and defense components, where precision and quality are paramount. The need for lightweight, high-strength materials in aircraft and defense systems necessitates advanced machining and finishing techniques, further driving the demand for specialized abrasives.

North America Abrasive Market Revenue and Forecast to 2030 (US$ Million)

North America Abrasive Market Segmentation

The North America abrasive market is categorized into material, type, application, sales channel, and country.

By material, the North America abrasive market is bifurcated into natural and synthetic. The synthetic segment held a larger share of North America abrasive market in 2022.

In terms of type, the North America abrasive market is bifurcated into bonded abrasives and coated abrasives. The bonded abrasives segment held a larger share of North America abrasive market in 2022. Furthermore, the bonded abrasives segment is subcategorized into discs, wheels, and others. Additionally, the coated abrasives segment is subcategorized into flap discs, fiber discs, hook a loop discs, belts, rolls, and others.

By application, the North America abrasive market is segmented into automotive, aerospace, marine, metal fabrication, woodworking, electrical & electronics, and others. The automotive segment held the largest share of North America abrasive market in 2022.

Based on sales channel of hearing loss, the North America abrasive market is bifurcated into direct and indirect. The indirect segment held a larger share of North America abrasive market in 2022.

By country, the North America abrasive market is segmented into the US, Canada, and Mexico. The US dominated the North America abrasive market share in 2022.

Deerfos Co., Ltd; CUMI AWUKO Abrasives GmbH; Robert Bosch GmbH; Tyrolit Schleifmittelwerke Swarovski AG & Co KG; Sun Abrasives Co Ltd; Compagnie de Saint-Gobain S.A.; sia Abrasives Industries AG; RHODIUS Abrasives GmbH; and 3M Co are some of the leading companies operating in the North America abrasive market.

1. Introduction

1.1 The Insight Partners Research Report Guidance
1.2 Market Segmentation

2. Executive Summary

2.1 Key Insights
2.2 Market Attractiveness

3. Research Methodology

3.1 Coverage
3.2 Secondary Research
3.3 Primary Research

4. Abrasive Market Landscape

4.1 Overview
4.2 Porters Analysis
- 4.2.1 Bargaining Power of Suppliers
- 4.2.2 Bargaining Power of Buyers
- 4.2.3 Threat of New Entrants
- 4.2.4 Intensity of Competitive Rivalry
- 4.2.5 Threat of Substitutes
4.3 Ecosystem Analysis
- 4.3.1 Properties of Different Abrasive Media Types
- 4.3.2 List of Vendors in the Value Chain

5. North America Abrasive Market - Key Market Dynamics

5.1 Market Drivers
- 5.1.1 Growing Automotive and Metal Fabrication Industry
- 5.1.2 Rising Demand for Abrasives from Electrical and Electronics Industry
5.2 Market Restraints
- 5.2.1 Fluctuations in Raw Material Prices
5.3 Market Opportunities
- 5.3.1 Adoption of Abrasives in Automation and Robotic Applications
5.4 Future Trends
- 5.4.1 Development of Sustainable Abrasives
5.5 Impact of Drivers and Restraints:

6. Abrasive Market - North America Analysis

6.1 Overview
6.2 Abrasive Market Revenue (US$ Million), 2020-2030
6.3 Abrasive Market Forecast Analysis

7. North America Abrasive Market Analysis - by Material

7.1 Natural
- 7.1.1 Overview
- 7.1.2 Natural: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
7.2 Synthetic
- 7.2.1 Overview
- 7.2.2 Synthetic: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)

8. North America Abrasive Market Analysis - by Type

8.1 Bonded Abrasives
- 8.1.1 Overview
- 8.1.2 Bonded Abrasives: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
- 8.1.3 Discs
  - 8.1.3.1 Overview
  - 8.1.3.2 Discs: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
- 8.1.4 Wheels
  - 8.1.4.1 Overview
  - 8.1.4.2 Wheels: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
- 8.1.5 Others
  - 8.1.5.1 Overview
  - 8.1.5.2 Others: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
8.2 Coated Abrasives
- 8.2.1 Overview
  - 8.2.1.1 Coated Abrasives: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
- 8.2.2 Flap Discs
  - 8.2.2.1 Overview
  - 8.2.2.2 Flap Discs: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
- 8.2.3 Fiber Discs
  - 8.2.3.1 Overview
  - 8.2.3.2 Fiber Discs: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
- 8.2.4 Hook and Loop Discs
  - 8.2.4.1 Overview
  - 8.2.4.2 Hook and Loop Discs: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
- 8.2.5 Belts
  - 8.2.5.1 Overview
  - 8.2.5.2 Belts: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
- 8.2.6 Rolls
  - 8.2.6.1 Overview
  - 8.2.6.2 Rolls: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
- 8.2.7 Others
  - 8.2.7.1 Overview
  - 8.2.7.2 Others: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)

9. North America Abrasive Market Analysis - by Application

9.1 Automotive
- 9.1.1 Overview
- 9.1.2 Automotive: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
9.2 Aerospace
- 9.2.1 Overview
- 9.2.2 Aerospace: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
9.3 Marine
- 9.3.1 Overview
- 9.3.2 Marine: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
9.4 Metal Fabrication
- 9.4.1 Overview
- 9.4.2 Metal Fabrication: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
9.5 Woodworking
- 9.5.1 Overview
- 9.5.2 Woodworking: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
9.6 Electrical & Electronics
- 9.6.1 Overview
- 9.6.2 Electrical & Electronics: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
9.7 Others
- 9.7.1 Overview
- 9.7.2 Others: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)

10. North America Abrasive Market Analysis - by Sales Channel

10.1 Direct
- 10.1.1 Overview
- 10.1.2 Direct: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
10.2 Indirect
- 10.2.1 Overview
- 10.2.2 Indirect: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)

11. North America Abrasive Market - Country Analysis

11.1 North America
- 11.1.1 North America: Abrasive Market - Revenue and Forecast Analysis - by Country
  - 11.1.1.1 United States: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
    - 11.1.1.1.1 United States: Abrasive Market Breakdown, by Material
    - 11.1.1.1.2 United States: Abrasive Market Breakdown, by Type
    - 11.1.1.1.3 United States: Abrasive Market Breakdown, by Application
    - 11.1.1.1.4 United States: Abrasive Market Breakdown, by Sales Channel
  - 11.1.1.2 Canada: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
    - 11.1.1.2.1 Canada: Abrasive Market Breakdown, by Material
    - 11.1.1.2.2 Canada: Abrasive Market Breakdown, by Type
    - 11.1.1.2.3 Canada: Abrasive Market Breakdown, by Application
    - 11.1.1.2.4 Canada: Abrasive Market Breakdown, by Sales Channel
  - 11.1.1.3 Mexico: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
    - 11.1.1.3.1 Mexico: Abrasive Market Breakdown, by Material
    - 11.1.1.3.2 Mexico: Abrasive Market Breakdown, by Type
    - 11.1.1.3.3 Mexico: Abrasive Market Breakdown, by Application
    - 11.1.1.3.4 Mexico: Abrasive Market Breakdown, by Sales Channel

12. Competitive Landscape

12.1 Heat Map Analysis by Key Players
12.2 Company Positioning & Concentration

13. Industry Landscape

13.1 Overview
13.2 Product launch
13.3 Mergers and Acquisitions
13.4 Expansion
13.5 Other Strategies and Developments

14. Company Profiles

14.1 Deerfos Co., Ltd.
- 14.1.1 Key Facts
- 14.1.2 Business Description
- 14.1.3 Products and Services
- 14.1.4 Financial Overview
- 14.1.5 SWOT Analysis
- 14.1.6 Key Developments
14.2 CUMI AWUKO Abrasives GmbH
- 14.2.1 Key Facts
- 14.2.2 Business Description
- 14.2.3 Products and Services
- 14.2.4 Financial Overview
- 14.2.5 SWOT Analysis
- 14.2.6 Key Developments
14.3 Robert Bosch GmbH
- 14.3.1 Key Facts
- 14.3.2 Business Description
- 14.3.3 Products and Services
- 14.3.4 Financial Overview
- 14.3.5 SWOT Analysis
- 14.3.6 Key Developments
14.4 Tyrolit Schleifmittelwerke Swarovski AG & Co KG
- 14.4.1 Key Facts
- 14.4.2 Business Description
- 14.4.3 Products and Services
- 14.4.4 Financial Overview
- 14.4.5 SWOT Analysis
- 14.4.6 Key Developments
14.5 Sun Abrasives Co Ltd
- 14.5.1 Key Facts
- 14.5.2 Business Description
- 14.5.3 Products and Services
- 14.5.4 Financial Overview
- 14.5.5 SWOT Analysis
- 14.5.6 Key Developments
14.6 Compagnie de Saint-Gobain S.A.
- 14.6.1 Key Facts
- 14.6.2 Business Description
- 14.6.3 Products and Services
- 14.6.4 Financial Overview
- 14.6.5 SWOT Analysis
- 14.6.6 Key Developments
14.7 sia Abrasives Industries AG
- 14.7.1 Key Facts
- 14.7.2 Business Description
- 14.7.3 Products and Services
- 14.7.4 Financial Overview
- 14.7.5 SWOT Analysis
- 14.7.6 Key Developments
14.8 RHODIUS Abrasives GmbH
- 14.8.1 Key Facts
- 14.8.2 Business Description
- 14.8.3 Products and Services
- 14.8.4 Financial Overview
- 14.8.5 SWOT Analysis
- 14.8.6 Key Developments
14.9 3M Co
- 14.9.1 Key Facts
- 14.9.2 Business Description
- 14.9.3 Products and Services
- 14.9.4 Financial Overview
- 14.9.5 SWOT Analysis
- 14.9.6 Key Developments
14.10 Ekamant AB
- 14.10.1 Key Facts
- 14.10.2 Business Description
- 14.10.3 Products and Services
- 14.10.4 Financial Overview
- 14.10.5 SWOT Analysis
- 14.10.6 Key Developments

15. Appendix

15.1 About the Insight Partners

简介目录图表

List Of Tables

Table 1. North America Abrasive Market Segmentation
Table 2. List of Vendors
Table 3. Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Table 4. Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Material
Table 5. Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Type
Table 6. Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Application
Table 7. Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Sales Channel
Table 8. United States: Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Material
Table 9. United States: Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Type
Table 10. United States: Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Application
Table 11. United States: Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Sales Channel
Table 12. Canada: Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Material
Table 13. Canada: Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Type
Table 14. Canada: Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Application
Table 15. Canada: Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Sales Channel
Table 16. Mexico: Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Material
Table 17. Mexico: Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Type
Table 18. Mexico: Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Application
Table 19. Mexico: Abrasive Market - Revenue and Forecast to 2030 (US$ Million) - by Sales Channel

List Of Figures

Figure 1. North America Abrasive Market Segmentation, by Country
Figure 2. Abrasive Market - Porter's Analysis
Figure 3. Ecosystem: Abrasive Market
Figure 4. Abrasive Grain Processing
Figure 5. Bonded Abrasive Product Manufacturing Process
Figure 6. Coated Abrasive Product Manufacturing Process
Figure 7. Abrasive Market - Key Market Dynamics
Figure 8. Motor Vehicle Production, By Region (2019-2022)
Figure 9. Production Value by the Global Electronics and IT Industries (2015-2023)
Figure 10. Impact Analysis of Drivers and Restraints
Figure 11. Abrasive Market Revenue (US$ Million), 2020-2030
Figure 12. Abrasive Market Share (%) - by Material (2022 and 2030)
Figure 13. Natural: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 14. Synthetic: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 15. Abrasive Market Share (%) - by Type (2022 and 2030)
Figure 16. Bonded Abrasives: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 17. Discs: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 18. Wheels: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 19. Others: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 20. Coated Abrasives: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 21. Flap Discs: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 22. Fiber Discs: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 23. Hook and Loop Discs: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 24. Belts: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 25. Rolls: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 26. Others: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 27. Abrasive Market Share (%) - by Application (2022 and 2030)
Figure 28. Automotive: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 29. Aerospace: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 30. Marine: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 31. Metal Fabrication: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 32. Woodworking: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 33. Electrical & Electronics: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 34. Others: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 35. Abrasive Market Share (%) - by Sales Channel (2022 and 2030)
Figure 36. Direct: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 37. Indirect: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 38. North America: Abrasive Market, By Key Country - Revenue 2022 (US$ Million)
Figure 39. North America: Abrasive Market Breakdown, by Key Countries, 2022 and 2030 (%)
Figure 40. United States: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 41. Canada: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 42. Mexico: Abrasive Market - Revenue and Forecast to 2030 (US$ Million)
Figure 43. Heat Map Analysis by Key Players
Figure 44. Company Positioning & Concentration