全球数位采矿市场规模研究，按技术（自动化和机器人技术、即时分析、网路安全等）、按应用（铁和铁合金、有色金属、贵金属）和 2022-2032 年区域预测

2023年全球数位矿业市场价值约为84.9亿美元，预计在2024-2032年预测期内将以超过9.80%的健康成长率成长。数位挖掘是指利用人工智慧、机器学习和资料分析等先进技术，从大量数位资料中提取有价值的资讯和见解。此过程涉及自动化工具，可分析大量资料以识别模式、趋势和相关性，从而为决策提供资讯、优化营运并发现隐藏的机会。此外，对永续采矿实践的日益关注正在引起全球数位采矿市场的关注。数位采矿解决方案，包括人工智慧 (AI)、物联网 (IoT) 和资料分析，提供先进的功能，以更高的精度和效率监控、优化和控制采矿作业。这些技术可以即时追踪资源开采过程，有助于最大限度地减少浪费并降低能源消耗。

全球数位采矿市场是由全球对矿物需求的不断增长以及人工智慧和机器学习的日益采用所推动的。这些技术帮助采矿公司遵守环境法规并减少生态足迹，使营运更加永续。这种数位技术的整合提高了效率并提高了行业成功满足全球不断增长的矿物需求的能力。此外，人工智慧和机器学习技术可实现预测性维护、优化设备使用并减少停机时间，从而提高营运效率和成本效益。它们还促进高级资料分析，从而实现即时决策和精确的资源管理。然而，数位采矿的高昂实施成本和熟练专业人员的缺乏将阻碍 2024-2032 年预测期内市场的整体需求。

全球数位采矿市场研究考虑的关键区域包括亚太地区、北美、欧洲、拉丁美洲和世界其他地区。 2023年，由于该地区铁、煤和其他矿物开采过程中对安全的日益关注等因素，亚太地区按收入计算将成为最大的区域市场。数位采矿结合了物联网感测器和监控系统，可收集采矿作业各个方面的即时资料，例如设备性能、环境条件和工人安全。这些资料有助于识别潜在危险并预防事故。此外，亚太地区的市场预计在 2024-2032 年预测期内也将以最快的速度发展。

本报告中包含的主要市场参与者包括：

• 卡特彼勒公司
• 山特维克公司
• SAP系统公司
• ABB有限公司
• 罗克韦尔自动化公司
• 通用电气公司
• 西门子公司
• 小松矿业公司
• 国际商业机器公司
• 六角公司

目录

第 1 章：全球数位矿业市场定义与研究假设

• 研究目的
• 市场定义
• 研究假设
  • 包含与排除
  • 限制
  • 供给侧分析
    • 可用性
    • 基础设施
    • 监管环境
    • 市场竞争
    • 经济可行性（消费者的角度）
  • 需求面分析
    • 监理框架
    • 技术进步
    • 环境考虑
    • 消费者意识和接受度
• 估算方法
• 研究考虑的年份
• 货币兑换率

第 2 章：执行摘要

• 全球数位矿业市场规模及预测（2022-2032）
• 区域概要
• 分部摘要
  • 依技术
  • 按申请
• 主要趋势
• 经济衰退的影响
• 分析师推荐与结论

第 3 章：全球数位矿业市场动态

• 市场驱动因素
• 市场挑战
• 市场机会

第 4 章：全球数位采矿市场产业分析

• 波特的五力模型
  • 供应商的议价能力
  • 买家的议价能力
  • 新进入者的威胁
  • 替代品的威胁
  • 竞争竞争
  • 波特五力模型的未来方法
  • 波特的 5 力影响分析
• PESTEL分析
  • 政治的
  • 经济
  • 社会的
  • 技术性
  • 环境的
  • 合法的
• 顶级投资机会
• 最佳制胜策略
• 颠覆性趋势
• 产业专家视角
• 分析师推荐与结论

第 5 章：2022-2032 年全球数位采矿市场规模及技术预测

• 自动化与机器人
• 即时分析
• 网路安全
• 其他的

第 6 章：2022-2032 年全球数位采矿市场规模及应用预测

• 铁及铁合金
• 有色金属
• 贵金属

第 7 章：2022-2032 年全球数位采矿市场规模及地区预测

• 北美数位矿业市场
  • 美国数位矿业市场
    • 2022-2032 年技术细分规模与预测
    • 2022-2032 年应用细分规模与预测
  • 加拿大数位矿业市场
• 欧洲数位矿业市场
  • 英国数位矿业市场
  • 德国数位矿业市场
  • 法国数位矿业市场
  • 西班牙数位矿业市场
  • 义大利数位矿业市场
  • 欧洲其他地区数位矿业市场
• 亚太数位矿业市场
  • 中国数位矿业市场
  • 印度数位矿业市场
  • 日本数位矿业市场
  • 澳洲数位矿业市场
  • 韩国数位矿业市场
  • 亚太地区其他数位矿业市场
• 拉丁美洲数位矿业市场
  • 巴西数位矿业市场
  • 墨西哥数位矿业市场
  • 拉丁美洲其他地区数位采矿市场
• 中东和非洲数位矿业市场
  • 沙乌地阿拉伯数位矿业市场
  • 南非数位矿业市场
  • 中东和非洲其他地区数位矿业市场

第 8 章：竞争情报

• 重点企业SWOT分析
• 顶级市场策略
• 公司简介
  • Caterpillar Inc
  • 关键讯息
  • 概述
  • 财务（视数据可用性而定）
  • 产品概要
  • 市场策略
  • Sandvik AB
  • SAP SE
  • ABB Ltd
  • Rockwell Automation, Inc
  • General Electric Company
  • Siemens AG
  • Komatsu Mining Corporation
  • International Business Machines Corporation
  • Hexagon AB

第 9 章：研究过程

• 研究过程
  • 资料探勘
  • 分析
  • 市场预测
  • 验证
  • 出版
• 研究属性

Global Digital Mining Market is valued at approximately USD 8.49 billion in 2023 and is anticipated to grow with a healthy growth rate of more than 9.80% over the forecast period 2024-2032. Digital mining refers to the use of advanced technologies, such as artificial intelligence, machine learning, and data analytics, to extract valuable information and insights from large sets of digital data. This process involves automated tools that analyze vast data reservoirs to identify patterns, trends, and correlations, which is used to inform decision-making, optimize operations, and uncover hidden opportunities. Furthermore, the rising focus on sustainable mining practices is gaining attention in the Global Digital Mining Market. Digital mining solutions, including artificial intelligence (AI), the Internet of Things (IoT), and data analytics, offer advanced capabilities to monitor, optimize, and control mining operations with greater precision and efficiency. These technologies enable real-time tracking of resource extraction processes, helping to minimize waste and reduce energy consumption.

The Global Digital Mining Market is driven by increasing demand for minerals and increasing adoption of artificial intelligence and machine learning across the world. These technologies help mining companies comply with environmental regulations and reduce their ecological footprint, making operations more sustainable. This integration of digital technologies increases efficiency and improves the industry's ability to successfully meet the expanding worldwide demand for minerals. In addition, AI and ML technologies enable predictive maintenance, optimizing equipment usage, and reducing downtime, which enhances operational efficiency and cost-effectiveness. They also facilitate advanced data analytics, allowing for real-time decision-making and precise resource management. However, the high implementation cost of digital mining and the lack of skilled professionals is going to impede the overall demand for the market during the forecast period 2024-2032.

The key regions considered for the Global Digital Mining market study include Asia Pacific, North America, Europe, Latin America, and the Rest of the World. In 2023, Asia Pacific was the largest regional market in terms of revenue owing to factors such as increasing focus on safety during mining of iron, coal, and other minerals across the region. Digital Mining incorporates IoT sensors and monitoring systems that collect real-time data on various aspects of mining operations, such as equipment performance, environmental conditions, and worker safety. This data helps in identifying potential hazards and preventing accidents. Furthermore, the market in Asia Pacific, is also expected to develop at the fastest rate over the forecast period 2024-2032.

Major market players included in this report are:

• Caterpillar Inc
• Sandvik AB
• SAP SE
• ABB Ltd
• Rockwell Automation, Inc
• General Electric Company
• Siemens AG
• Komatsu Mining Corporation
• International Business Machines Corporation
• Hexagon AB

The detailed segments and sub-segment of the market are explained below:

By Technology

• Automation & Robotics
• Real-time Analytics
• Cybersecurity
• Others

By Application

• Iron & Ferro Alloys
• Non-ferrous Metals
• Precious Metals

By Region:

• North America
• U.S.
• Canada
• Europe
• UK
• Germany
• France
• Spain
• Italy
• ROE
• Asia Pacific
• China
• India
• Japan
• Australia
• South Korea
• RoAPAC
• Latin America
• Brazil
• Mexico
• Middle East & Africa
• Saudi Arabia
• South Africa
• RoMEA

Years considered for the study are as follows:

• Historical year - 2022
• Base year - 2023
• Forecast period - 2024 to 2032

Key Takeaways:

• Market Estimates & Forecast for 10 years from 2022 to 2032.
• Annualized revenues and regional level analysis for each market segment.
• Detailed analysis of geographical landscape with Country level analysis of major regions.
• Competitive landscape with information on major players in the market.
• Analysis of key business strategies and recommendations on future market approach.
• Analysis of competitive structure of the market.
• Demand side and supply side analysis of the market

Table of Contents

Chapter 1. Global Digital Mining Market Definition and Research Assumptions

• 1.1. Research Objective
• 1.2. Market Definition
• 1.3. Research Assumptions
  • 1.3.1. Inclusion & Exclusion
  • 1.3.2. Limitations
  • 1.3.3. Supply Side Analysis
    • 1.3.3.1. Availability
    • 1.3.3.2. Infrastructure
    • 1.3.3.3. Regulatory Environment
    • 1.3.3.4. Market Competition
    • 1.3.3.5. Economic Viability (Consumer's Perspective)
  • 1.3.4. Demand Side Analysis
    • 1.3.4.1. Regulatory frameworks
    • 1.3.4.2. Technological Advancements
    • 1.3.4.3. Environmental Considerations
    • 1.3.4.4. Consumer Awareness & Acceptance
• 1.4. Estimation Methodology
• 1.5. Years Considered for the Study
• 1.6. Currency Conversion Rates

Chapter 2. Executive Summary

• 2.1. Global Digital Mining Market Size & Forecast (2022- 2032)
• 2.2. Regional Summary
• 2.3. Segmental Summary
  • 2.3.1. By Technology
  • 2.3.2. By Application
• 2.4. Key Trends
• 2.5. Recession Impact
• 2.6. Analyst Recommendation & Conclusion

Chapter 3. Global Digital Mining Market Dynamics

• 3.1. Market Drivers
• 3.2. Market Challenges
• 3.3. Market Opportunities

Chapter 4. Global Digital Mining Market Industry Analysis

• 4.1. Porter's 5 Force Model
  • 4.1.1. Bargaining Power of Suppliers
  • 4.1.2. Bargaining Power of Buyers
  • 4.1.3. Threat of New Entrants
  • 4.1.4. Threat of Substitutes
  • 4.1.5. Competitive Rivalry
  • 4.1.6. Futuristic Approach to Porter's 5 Force Model
  • 4.1.7. Porter's 5 Force Impact Analysis
• 4.2. PESTEL Analysis
  • 4.2.1. Political
  • 4.2.2. Economical
  • 4.2.3. Social
  • 4.2.4. Technological
  • 4.2.5. Environmental
  • 4.2.6. Legal
• 4.3. Top investment opportunity
• 4.4. Top winning strategies
• 4.5. Disruptive Trends
• 4.6. Industry Expert Perspective
• 4.7. Analyst Recommendation & Conclusion

Chapter 5. Global Digital Mining Market Size & Forecasts by Technology 2022-2032

• 5.1. Automation & Robotics
• 5.2. Real-time Analytics
• 5.3. Cybersecurity
• 5.4. Others

Chapter 6. Global Digital Mining Market Size & Forecasts by Application 2022-2032

• 6.1. Iron & Ferro Alloys
• 6.2. Non-ferrous Metals
• 6.3. Precious Metals

Chapter 7. Global Digital Mining Market Size & Forecasts by Region 2022-2032

• 7.1. North America Digital Mining Market
  • 7.1.1. U.S. Digital Mining Market
    • 7.1.1.1. Technology breakdown size & forecasts, 2022-2032
    • 7.1.1.2. Application breakdown size & forecasts, 2022-2032
  • 7.1.2. Canada Digital Mining Market
• 7.2. Europe Digital Mining Market
  • 7.2.1. U.K. Digital Mining Market
  • 7.2.2. Germany Digital Mining Market
  • 7.2.3. France Digital Mining Market
  • 7.2.4. Spain Digital Mining Market
  • 7.2.5. Italy Digital Mining Market
  • 7.2.6. Rest of Europe Digital Mining Market
• 7.3. Asia-Pacific Digital Mining Market
  • 7.3.1. China Digital Mining Market
  • 7.3.2. India Digital Mining Market
  • 7.3.3. Japan Digital Mining Market
  • 7.3.4. Australia Digital Mining Market
  • 7.3.5. South Korea Digital Mining Market
  • 7.3.6. Rest of Asia Pacific Digital Mining Market
• 7.4. Latin America Digital Mining Market
  • 7.4.1. Brazil Digital Mining Market
  • 7.4.2. Mexico Digital Mining Market
  • 7.4.3. Rest of Latin America Digital Mining Market
• 7.5. Middle East & Africa Digital Mining Market
  • 7.5.1. Saudi Arabia Digital Mining Market
  • 7.5.2. South Africa Digital Mining Market
  • 7.5.3. Rest of Middle East & Africa Digital Mining Market

Chapter 8. Competitive Intelligence

• 8.1. Key Company SWOT Analysis
• 8.2. Top Market Strategies
• 8.3. Company Profiles
  • 8.3.1. Caterpillar Inc
    • 8.3.1.1. Key Information
    • 8.3.1.2. Overview
    • 8.3.1.3. Financial (Subject to Data Availability)
    • 8.3.1.4. Product Summary
    • 8.3.1.5. Market Strategies
  • 8.3.2. Sandvik AB
  • 8.3.3. SAP SE
  • 8.3.4. ABB Ltd
  • 8.3.5. Rockwell Automation, Inc
  • 8.3.6. General Electric Company
  • 8.3.7. Siemens AG
  • 8.3.8. Komatsu Mining Corporation
  • 8.3.9. International Business Machines Corporation
  • 8.3.10. Hexagon AB

Chapter 9. Research Process

• 9.1. Research Process
  • 9.1.1. Data Mining
  • 9.1.2. Analysis
  • 9.1.3. Market Estimation
  • 9.1.4. Validation
  • 9.1.5. Publishing
• 9.2. Research Attributes

LIST OF TABLES

• TABLE 1. Global Digital Mining market, report scope
• TABLE 2. Global Digital Mining market estimates & forecasts by Region 2022-2032 (USD Billion)
• TABLE 3. Global Digital Mining market estimates & forecasts by Technology 2022-2032 (USD Billion)
• TABLE 4. Global Digital Mining market estimates & forecasts by Application 2022-2032 (USD Billion)
• TABLE 5. Global Digital Mining market by segment, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 6. Global Digital Mining market by region, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 7. Global Digital Mining market by segment, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 8. Global Digital Mining market by region, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 9. Global Digital Mining market by segment, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 10. Global Digital Mining market by region, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 11. Global Digital Mining market by segment, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 12. Global Digital Mining market by region, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 13. Global Digital Mining market by segment, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 14. Global Digital Mining market by region, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 15. U.S. Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 16. U.S. Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 17. U.S. Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 18. Canada Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 19. Canada Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 20. Canada Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 21. UK Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 22. UK Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 23. UK Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 24. Germany Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 25. Germany Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 26. Germany Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 27. France Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 28. France Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 29. France Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 30. Italy Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 31. Italy Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 32. Italy Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 33. Spain Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 34. Spain Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 35. Spain Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 36. RoE Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 37. RoE Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 38. RoE Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 39. China Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 40. China Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 41. China Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 42. India Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 43. India Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 44. India Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 45. Japan Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 46. Japan Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 47. Japan Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 48. Australia Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 49. Australia Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 50. Australia Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 51. South Korea Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 52. South Korea Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 53. South Korea Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 54.
• TABLE 55. RoAPAC Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 56. RoAPAC Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 57. RoAPAC Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 58. Brazil Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 59. Brazil Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 60. Brazil Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 61. Mexico Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 62. Mexico Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 63. Mexico Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 64. RoLA Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 65. RoLA Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 66. RoLA Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 67. Saudi Arabia Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 68. Saudi Arabia Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 69. Saudi Arabia Digital Mining market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 70. South Africa Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 71.
• TABLE 72. South Africa Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 73. South Africa Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 74. RoMEA Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 75. RoMEA Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 76. RoMEA Digital Mining market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 77. List of secondary sources, used in the study of Global Digital Mining Market.
• TABLE 78. List of primary sources, used in the study of Global Digital Mining Market.
• TABLE 79. Years considered for the study.
• TABLE 80. Exchange rates considered

LIST OF FIGURES

• FIG 1. Global Digital Mining market, research methodology
• FIG 2. Global Digital Mining market, market estimation techniques
• FIG 3. Global market size estimates & forecast methods.
• FIG 4. Global Digital Mining market, key trends 2023
• FIG 5. Global Digital Mining market, growth prospects 2022-2032
• FIG 6. Global Digital Mining market, porters 5 force model
• FIG 7. Global Digital Mining market, pestel analysis
• FIG 8. Global Digital Mining market, value chain analysis
• FIG 9. Global Digital Mining market by segment, 2022 & 2032 (USD Billion)
• FIG 10. Global Digital Mining market by segment, 2022 & 2032 (USD Billion)
• FIG 11. Global Digital Mining market by segment, 2022 & 2032 (USD Billion)
• FIG 12. Global Digital Mining market by segment, 2022 & 2032 (USD Billion)
• FIG 13. Global Digital Mining market by segment, 2022 & 2032 (USD Billion)
• FIG 14. Global Digital Mining market, regional snapshot 2022 & 2032
• FIG 15. North America Digital Mining market 2022 & 2032 (USD Billion)
• FIG 16. Europe Digital Mining market 2022 & 2032 (USD Billion)
• FIG 17. Asia pacific Digital Mining market 2022 & 2032 (USD Billion)
• FIG 18. Latin America Digital Mining market 2022 & 2032 (USD Billion)
• FIG 19. Middle East & Africa Digital Mining market 2022 & 2032 (USD Billion)
• FIG 20. Global Digital Mining market, company market share analysis (2023)