市场调查报告书
商品编码
1379115
2023-2028 年智慧采矿市场报告(按类型(地下采矿、露天采矿)、组件(硬体、软体、服务)、自动化设备(挖掘机、机器人卡车、钻孔机和破碎机、装卸设备等)和区域Smart Mining Market Report by Type (Underground Mining, Surface Mining), Component (Hardware, Software, Services), Automated Equipment (Excavator, Robotic Truck, Driller and Breaker, Load Haul Dump, and Others), and Region 2023-2028 |
2022年全球智慧矿业市场规模达109亿美元。展望未来, IMARC Group预计到2028年市场规模将达到292亿美元,2022-2028年复合年增长率(CAGR)为17.8%。采矿作业中对自动化和远端监控的需求不断增长,对即时资料分析和预测性维护的需求不断增长,以及不断升级的环境问题是推动市场的一些主要因素。
智慧采矿是指应用先进技术和资料分析来提高采矿作业的效率、安全性和永续性。它涉及物联网 (IoT) 感测器、自动驾驶汽车、人工智慧 (AI) 驱动的分析和远端监控系统等各种数位工具的集成,以优化采矿的关键方面,包括勘探、提取、加工和运输的资源。智慧采矿旨在透过实现即时资料分析、预测性维护和任务自动化来降低营运成本、最大限度地减少环境影响并提高工人安全。近年来,智慧采矿获得了巨大的关注,在满足全球对矿物和金属不断增长的需求、同时解决采矿业面临的挑战(例如资源枯竭和安全问题)方面发挥着至关重要的作用。
对提高采矿作业安全性和效率的需求不断增长,将刺激预测期内智慧采矿市场的成长。物联网感测器、即时资料分析和自动化等先进技术的整合可以提高工人的安全,同时优化流程、减少事故并最大限度地减少停机时间,从而推动市场成长。此外,对自动化和远端监控解决方案不断增长的需求正在积极影响市场的成长。自动化简化了采矿作业,提高了生产力并降低了劳动成本。此外,远端监控可以即时监督运营,无论地理位置如何,都可以更快地做出决策和解决问题,从而加快产品的采用率。此外,日益增长的环境问题和对永续采矿实践的追求增加了对智慧采矿解决方案的需求,因为它们可以实现精确的资源管理,最大限度地减少废物和环境影响,从而促进市场成长。
增强安全性的需求不断增长
安全是采矿业的一个主要问题,其特点是工作条件具有挑战性和潜在危险。智慧采矿技术在提高安全性方面发挥关键作用。透过感测器和即时资料分析的集成,这些技术提供了采矿环境的全面视图。它们可侦测气体洩漏、监控地面稳定性并即时评估设备健康状况。这些资料使矿工和操作员能够主动解决安全问题,防止事故和死亡。此外,自动化系统减少了工人进入高风险区域的需要,进一步提高了安全性。此外,对保护劳动力和遵守采矿业严格安全法规的坚定承诺加速了智慧采矿解决方案的采用,从而推动了市场成长。
对营运效率的需求日益增加
智慧采矿技术优化了采矿作业的各个方面,从而显着提高了生产力并节省了成本。例如,自动化系统可以实现自动运输卡车和钻井设备,减少人为错误并提高任务的速度和精确度。物联网感测器收集有关设备性能的即时资料,从而实现预测性维护以防止意外停机。数据分析提供了有关资源利用的可行见解,使矿业公司能够做出明智的决策并简化其流程。营运效率的提高可转化为更大的获利能力,使智慧采矿解决方案成为寻求行业竞争优势的矿业公司的有吸引力的投资。
对环境永续性的日益关注
日益严格的法规和公众对环境问题意识的提高促使矿业公司采取更负责任的做法。智慧采矿技术在实现永续发展目标方面发挥关键作用。它们能够实现精确的资源管理、减少浪费并最大限度地减少对环境的影响。将太阳能和风能等再生能源纳入采矿作业以减少碳排放。除此之外,高效的水管理系统有助于最大限度地减少水消耗,特别是在缺水地区。透过采用环保技术和实践,矿业公司展现了对环境管理的承诺,满足监管机构和社会的期望,从而推动市场成长。
IMARC Group提供了全球智慧采矿市场报告各细分市场主要趋势的分析,以及 2023-2028 年全球、区域和国家层面的预测。我们的报告根据类型、组件和自动化设备对市场进行了分类。
地下采矿
露天采矿
露天采矿是最受欢迎的类型
该报告根据类型提供了详细的市场细分和分析。这包括地下采矿和露天采矿。报告称,露天采矿占最大部分。
露天采矿是一种从近地表矿床中提取有价值的矿物和矿石的采矿方法。它涉及去除覆盖层,即覆盖矿产资源的土壤和岩石,以获取和提取所需的材料。露天采矿方法包括露天采矿、露天采矿、山顶拆除采矿和采石。
由于露天采矿在采矿业的普及率和规模不断上升,推动了智慧采矿市场的发展。露天采矿作业中使用的大型机械和设备越来越多地配备智慧技术,例如 GPS 系统、感测器和自主功能。这些创新优化了挖掘、运输和物料搬运流程,从而提高了生产力和安全性。
此外,从露天采矿作业中收集的即时资料可以增强决策能力,透过预测性维护减少设备停机时间,并改善资源管理。露天采矿的主导地位不断增强,加速了智慧技术在这些作业中的采用,从而促进了市场的成长。
硬体
感应器
无线射频识别标籤
智慧系统
其他的
软体
数据和营运管理软体
安全和安保系统
连接解决方案
分析解决方案
远端管理和物流解决方案
资产管理解决方案
服务
支援与维护
系统整合
咨询服务
硬体占大部分市场份额
报告还提供了基于组件的详细市场细分和分析。这包括硬体(感测器、RFID 标籤、智慧系统等)、软体(资料和营运管理软体、安全性和安保问题、连接解决方案、分析解决方案、远端管理和物流解决方案以及资产管理解决方案)和服务(支援和维护、系统整合和咨询服务)。报告显示,硬体占据了最大的市场份额。
硬体组件包括感测器,可提供有关设备性能、环境条件和工人安全的即时资料,从而实现主动决策和预测性维护,从而提高营运效率和安全性。 RFID 标籤提供精确的资产追踪和库存管理,减少停机时间并优化资源利用率。智慧系统,包括自动化和资料分析平台,可简化采矿流程、提高生产力并降低营运成本。其他硬体创新满足了特定的采矿需求,从监控工人健康的可穿戴设备到用于航空勘察和检查的无人机技术。这些硬体组件的整合将传统采矿作业转变为智慧、数据驱动的流程,刺激了智慧采矿解决方案的采用,并随着采矿公司寻求在不断发展的行业中保持竞争力、高效和永续发展而推动市场成长。
挖土机
机器人卡车
钻孔机和破碎机
负载牵引转储
其他的
挖土机市场占有率第一
报告还提供了基于自动化设备的市场的详细细分和分析。这包括挖土机、机器人卡车、钻孔机和破碎机、负载运输倾倒装置等。报告显示,挖土机占据最大的市场份额。
挖土机是重型建筑设备,主要用于挖掘、挖沟和土方作业。它由安装在旋转平台上的动臂、铲斗和驾驶室组成,使其能够在采矿、建筑和挖掘项目中执行各种任务。在智慧采矿市场的背景下,挖土机发挥着至关重要的作用,因为它们配备了GPS系统、远端资讯处理和远端监控功能等先进技术。这些智慧挖掘机可实现精确的挖掘和物料搬运,从而降低效率并最大限度地降低事故风险。挖掘机中即时资料分析的整合提高了其营运效率,使其成为现代采矿作业不可或缺的一部分。随着矿业公司越来越多地采用智慧设备来优化其流程,对技术先进的挖土机的需求促进了智慧矿业市场的成长。
北美洲
美国
加拿大
亚太
中国
日本
印度
韩国
澳洲
印尼
其他的
欧洲
德国
法国
英国
义大利
西班牙
俄罗斯
其他的
拉丁美洲
巴西
墨西哥
其他的
中东和非洲
北美在市场上表现出明显的主导地位
市场研究报告也对所有主要区域市场进行了全面分析,其中包括北美(美国和加拿大)、亚太地区(中国、日本、印度、韩国、澳洲、印尼等)、欧洲(德国、法国、英国、义大利、西班牙、俄罗斯等)、拉丁美洲(巴西、墨西哥等)以及中东和非洲。报告称,北美占据最大的市场份额。
北美占据了最大的市场份额,因为该地区拥有庞大的采矿业,涵盖广泛的矿产和资源,并且对提高效率和安全性的创新技术有着强烈的需求。此外,北美实施严格的安全法规,促使矿业公司投资智慧解决方案,以最大限度地减少事故并改善工人福祉,这与该地区对工作场所安全的高度重视相一致。除此之外,北美领先的技术公司和研究机构的存在促进了智慧采矿领域的持续创新,推动了尖端解决方案的开发。
此外,该地区对环境永续性的承诺导致采用智慧技术,减少采矿作业的生态足迹。此外,北美的经济实力和强劲的采矿业使其成为智慧采矿解决方案的重要区域市场,因为公司寻求在不断发展的行业中保持竞争力和责任感。
随着主要参与者不断创新以彻底改变采矿作业,市场正在经历稳定成长。此外,将人工智慧(AI)和机器学习(ML)演算法整合到采矿设备和系统中。这可以实现先进的预测性维护、优化设备性能并最大限度地减少停机时间。另一个重要趋势是采用自动采矿设备,例如自动驾驶卡车和钻孔机,这提高了安全性和效率。使用无人机进行航空勘测和矿场监测也变得越来越普遍,为更好的决策提供即时资料。此外,区块链技术正在探索在采矿供应链中实现透明和安全的记录保存。这些创新共同有助于将采矿业转变为更安全、更有效率、环境永续的产业,使主要参与者保持在智慧采矿市场的前沿。
ABB有限公司
卡特彼勒公司
思科系统公司
六角公司
日立有限公司
小鬆有限公司
罗伯特博世有限公司
罗克韦尔自动化公司
山特维克公司
SAP系统公司
天宝公司
2021 年 11 月,虚拟实境解决方案领导者 Hexagon AB 推出了 HxGN Mine 企业平台。这项突破性的产品透过解决产业面临的关键挑战,代表了采矿作业领域向前迈出的关键一步。 HxGN 矿山企业平台的核心旨在彻底改变即时资料管理和分析,这对于旨在提高生产力、安全性和永续性的现代采矿作业至关重要。
2021年3月,日立有限公司宣布与ABB合作,旨在利用ABB在自动化和数位解决方案方面的专业知识来提高日立矿用卡车和挖土机的性能。这个策略联盟有望推动采矿作业取得实质进展,提高效率、安全性和永续性。透过将 ABB 的尖端自动化技术和数位解决方案(例如物联网感测器、即时资料分析和自主控制系统)整合到日立的采矿设备中,此次合作旨在优化采矿的各个方面,从挖掘和材料处理到预测维护。
2023 年 6 月,小鬆有限公司宣布收购 Mine Site Technologies,以协助开发采矿作业的综合数位生态系统。 Mine Site Technologies 的营运优化平台涵盖即时洞察、通讯技术、软体解决方案、网路基础设施和地理空间技术,补充了小鬆的现有产品。透过整合这些先进技术,小松能够为采矿客户提供整体解决方案,提高营运效率、安全性和永续性。
The global smart mining market size reached US$ 10.9 Billion in 2022. Looking forward, IMARC Group expects the market to reach US$ 29.2 Billion by 2028, exhibiting a growth rate (CAGR) of 17.8% during 2022-2028. The increasing demand for automation and remote monitoring in mining operations, the rising need for real-time data analytics and predictive maintenance, and escalating environmental concerns are some of the major factors propelling the market.
Smart mining refers to the application of advanced technologies and data analytics to enhance the efficiency, safety, and sustainability of mining operations. It involves the integration of various digital tools such as Internet of Things (IoT) sensors, autonomous vehicles, artificial intelligence (AI)-driven analytics, and remote monitoring systems to optimize key aspects of mining, including exploration, extraction, processing, and transportation of resources. Smart mining aims to reduce operational costs, minimize environmental impact, and improve worker safety by enabling real-time data analysis, predictive maintenance, and automation of tasks. In recent years, smart mining has gained immense traction, playing a crucial role in meeting the growing global demand for minerals and metals while addressing challenges in the mining industry, such as resource depletion and safety concerns.
The rising demand for enhanced safety and efficiency in mining operations will stimulate the growth of the smart mining market during the forecast period. The integration of advanced technologies, including IoT sensors, real-time data analytics, and automation, enhances worker safety while optimizing processes, reducing accidents, and minimizing downtime, thus fueling market growth. Moreover, the escalating demand for automation and remote monitoring solutions is positively influencing the market growth. Automation streamlines mining operations, boosts productivity, and reduces labor costs. Furthermore, remote monitoring enables real-time oversight of operations, allowing for quicker decision-making and problem resolution, regardless of geographic location, accelerating the product adoption rate. Furthermore, the rising environmental concerns and the pursuit of sustainable mining practices have augmented the demand for smart mining solutions as they enable precise resource management, minimizing waste and environmental impact, thereby contributing to market growth.
Growing demand for safety enhancement
Safety is a main concern in the mining industry, characterized by challenging working conditions and potential hazards. Smart mining technologies play a pivotal role in enhancing safety. Through the integration of sensors and real-time data analytics, these technologies provide a comprehensive view of the mining environment. They detect gas leaks, monitor ground stability, and assess equipment health in real time. This data empowers miners and operators to proactively address safety issues, preventing accidents and fatalities. Additionally, automation systems reduce the need for workers to be in high-risk areas, further improving safety. Furthermore, the strong commitment to protecting its workforce and adhering to strict safety regulations in mining industry has accelerated the adoption of smart mining solutions, thereby driving market growth.
Increasing need for operation efficiency
Smart mining technologies optimize various aspects of mining operations, leading to significant improvements in productivity and cost savings. Automation systems, for instance, enable autonomous haul trucks and drilling equipment, reducing human error and increasing the speed and precision of tasks. IoT sensors collect real-time data on equipment performance, enabling predictive maintenance to prevent unexpected downtime. Data analytics provide actionable insights into resource utilization, allowing mining companies to make informed decisions and streamline their processes. This enhanced operational efficiency translates into greater profitability, making smart mining solutions an attractive investment for mining companies seeking to gain a competitive edge in the industry.
Rising concerns for environmental sustainability
Increasingly stringent regulations and heightened public awareness of environmental issues have pushed mining companies to adopt more responsible practices. Smart mining technologies play a pivotal role in achieving sustainability goals. They enable precise resource management, reducing waste and minimizing environmental impact. Renewable energy sources, such as solar and wind power, are integrated into mining operations to reduce carbon emissions. Apart from this, efficient water management systems help minimize water consumption, particularly in water-scarce regions. By embracing eco-friendly technologies and practices, mining companies demonstrate their commitment to environmental stewardship and meet the expectations of both regulators and society, thereby propelling market growth.
IMARC Group provides an analysis of the key trends in each sub-segment of the global smart mining market report, along with forecasts at the global, regional and country levels for 2023-2028. Our report has categorized the market based on type, component and automated equipment.
Underground Mining
Surface Mining
Surface mining represents the most popular type
The report has provided a detailed breakup and analysis of the market based on the type. This includes underground mining and surface mining. According to the report, surface mining represented the largest segment.
Surface mining is a mining method where valuable minerals and ores are extracted from near-surface deposits. It involves the removal of overburden, which is the soil and rock covering the mineral resource, to access and extract the desired materials. Surface mining methods include open-pit mining, strip mining, mountaintop removal mining, and quarrying.
Surface mining drives the smart mining market due to its rising prevalence and scale in the mining industry. The vast machinery and equipment used in surface mining operations are increasingly being equipped with smart technologies such as GPS systems, sensors, and autonomous capabilities. These innovations optimize digging, transport, and material handling processes, resulting in higher productivity and safety.
Furthermore, real-time data collected from surface mining operations enhances decision-making, reduces equipment downtime through predictive maintenance, and improves resource management. The rising dominance of surface mining has accelerated the adoption of smart technologies in these operations, thereby contributing to the market growth.
Hardware
Sensors
RFID Tags
Intelligent Systems
Others
Software
Data and Operation Management Software
Safety and Security Systems
Connectivity Solutions
Analytics Solutions
Remote Management and Logistics Solutions
Asset Management Solutions
Services
Support and Maintenance
System Integration
Consulting Services
Hardware accounts for the majority of the market share
A detailed breakup and analysis of the market based on the component has also been provided in the report. This includes hardware (sensors, RFID tags, intelligent systems, and others), software (data and operation management software, safety and security concerns, connectivity solutions, analytics solutions, remote management and logistics solutions, and asset management solutions), and services (support and maintenance, system integration, and consulting services). According to the report, hardware accounted for the largest market share.
Hardware components comprise sensors that provide real-time data on equipment performance, environmental conditions, and worker safety, enabling proactive decision-making and predictive maintenance to enhance operational efficiency and safety. RFID tags offer precise asset tracking and inventory management, reducing downtime and optimizing resource utilization. Intelligent systems, including automation and data analytics platforms, streamline mining processes, improve productivity, and reduce operational costs. Other hardware innovations cater to specific mining needs, from wearables that monitor worker health to drone technology for aerial surveys and inspections. The integration of these hardware components transforms traditional mining operations into intelligent, data-driven processes, spurring the adoption of smart mining solutions and propelling the market growth as mining companies seek to stay competitive, efficient, and sustainable in an evolving industry.
Excavator
Robotic Truck
Driller and Breaker
Load Haul Dump
Others
Excavator holds the largest share in the market
A detailed breakup and analysis of the market based on the automated equipment has also been provided in the report. This includes excavator, robotic truck, driller and breaker, load haul dump, and others. According to the report, excavator accounted for the largest market share.
An excavator is heavy construction equipment used primarily for digging, trenching, and earthmoving tasks. It consists of a boom, bucket, and cab mounted on a rotating platform, allowing it to perform a wide range of tasks in mining, construction, and excavation projects. In the context of the smart mining market, excavators play a crucial role as they are being equipped with advanced technologies such as GPS systems, telematics, and remote monitoring capabilities. These smart excavators enable precise digging and material handling, reducing inefficiencies and minimizing the risk of accidents. The integration of real-time data analytics in excavators enhances their operational efficiency, making them an integral part of modern mining operations. As mining companies increasingly adopt smart equipment to optimize their processes, the demand for technologically advanced excavators fosters growth in the smart mining market.
North America
United States
Canada
Asia-Pacific
China
Japan
India
South Korea
Australia
Indonesia
Others
Europe
Germany
France
United Kingdom
Italy
Spain
Russia
Others
Latin America
Brazil
Mexico
Others
Middle East and Africa
North America exhibits a clear dominance in the market
The market research report has also provided a comprehensive analysis of all the major regional markets, which include North America (the United States and Canada), Asia Pacific (China, Japan, India, South Korea, Australia, Indonesia and others), Europe (Germany, France, the United Kingdom, Italy, Spain, Russia and others), Latin America (Brazil, Mexico and others) and Middle East and Africa. According to the report, North America accounted for the largest market share.
North America held the biggest share in the market since the region has a vast mining industry, encompassing a wide range of minerals and resources, and a strong appetite for innovative technologies to enhance efficiency and safety. Moreover, the implementation of stringent safety regulations in North America has prompted mining companies to invest in smart solutions that can minimize accidents and improve worker well-being, aligning with the region's strong emphasis on workplace safety. Apart from this, the presence of leading technology firms and research institutions in North America fosters continuous innovation in the field of smart mining, fueling the development of cutting-edge solutions.
Additionally, the region's commitment to environmental sustainability has led to the adoption of smart technologies that reduce the ecological footprint of mining operations. Furthermore, the economic strength and robust mining sector of North America makes it a critical regional market for smart mining solutions as companies seek to stay competitive and responsible in an evolving industry.
The market is experiencing steady growth as key players are continually innovating to revolutionize mining operations. Moreover, the integration of artificial intelligence (AI) and machine learning (ML) algorithms into mining equipment and systems. This allows for advanced predictive maintenance, optimizing equipment performance, and minimizing downtime. Another significant trend is the adoption of autonomous mining equipment, such as self-driving trucks and drills, which enhances safety and efficiency. The use of drones for aerial surveys and monitoring of mining sites is also becoming more prevalent, providing real-time data for better decision-making. Additionally, blockchain technology is being explored for transparent and secure record-keeping in the mining supply chain. These innovations collectively contribute to the transformation of mining into a safer, more efficient, and environmentally sustainable industry, keeping key players at the forefront of the smart mining market.
ABB Ltd
Caterpillar Inc
Cisco Systems Inc
Hexagon AB
Hitachi Ltd
Komatsu Ltd
Robert Bosch GmbH
Rockwell Automation Inc
Sandvik AB
SAP SE
Trimble Inc.
In November 2021, Hexagon AB, a leader in virtual reality solutions, introduced HxGN Mine Enterprise Platform. This groundbreaking product represents a pivotal step forward in the realm of mining operations by addressing critical challenges faced by the industry. At its core, the HxGN Mine Enterprise Platform is designed to revolutionize real-time data management and analytics, which are paramount for modern mining operations aiming to enhance productivity, safety, and sustainability.
In March 2021, Hitachi Ltd announced a collaboration with ABB, with the aim of leveraging ABB's expertise in automation and digital solutions to enhance the performance of Hitachi's mining trucks and excavators. This strategic alliance holds the promise of driving substantial advancements in mining operations, offering improved efficiency, safety, and sustainability. By integrating ABB's cutting-edge automation technologies and digital solutions, such as IoT sensors, real-time data analytics, and autonomous control systems, into Hitachi's mining equipment, the collaboration seeks to optimize various aspects of mining, from excavation and material handling to predictive maintenance.
In June 2023, Komatsu Ltd. announced the acquisition of Mine Site Technologies to assist in the development of comprehensive digital ecosystems for mining operations. The operational optimization platforms of Mine Site Technologies, which encompass real-time insights, communication technologies, software solutions, network infrastructure, and geospatial technologies, complement the Komatsu's existing offerings. By integrating these advanced technologies, Komatsu is well-positioned to provide mining customers with holistic solutions that improve operational efficiency, safety, and sustainability.