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市場調査レポート
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スマートマイニング市場レポート:タイプ、コンポーネント、自動化装置、地域別、2023-2028年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 |
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スマートマイニング市場レポート:タイプ、コンポーネント、自動化装置、地域別、2023-2028年 |
出版日: 2023年11月02日
発行: IMARC
ページ情報: 英文 139 Pages
納期: 2~3営業日
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世界のスマートマイニング市場規模は2022年に109億米ドルに達しました。今後、IMARC Groupは、2022年から2028年にかけて17.8%の成長率(CAGR)を示し、2028年までに292億米ドルに達すると予測しています。採掘作業における自動化と遠隔監視の需要の増加、リアルタイムデータ解析と予知保全のニーズの高まり、環境問題への関心の高まりなどが、市場を推進している主な要因の一部です。
スマートマイニングとは、採掘作業の効率性、安全性、持続可能性を高めるための先進技術とデータ分析の応用を指します。モノのインターネット(IoT)センサー、自律走行車、人工知能(AI)主導の分析、遠隔監視システムなど、さまざまなデジタルツールを統合し、資源の探査、抽出、加工、輸送など、採掘の主要な側面を最適化することが含まれます。スマートマイニングは、リアルタイムのデータ分析、予知保全、作業の自動化を可能にすることで、操業コストの削減、環境への影響の最小化、作業員の安全性の向上を目指しています。近年、スマートマイニングは非常に大きな支持を得ており、鉱物や金属に対する世界の需要の増加に対応する一方で、資源の枯渇や安全性の懸念といった鉱業における課題に対処する上で重要な役割を果たしています。
採鉱作業における安全性と効率性の向上に対する需要の高まりは、予測期間中のスマートマイニング市場の成長を刺激すると思われます。IoTセンサー、リアルタイムデータ分析、自動化などの先進技術の統合は、プロセスを最適化し、事故を減らし、ダウンタイムを最小限に抑えながら、作業員の安全性を高めるため、市場の成長を促進します。さらに、自動化と遠隔監視ソリューションに対する需要の高まりは、市場成長にプラスの影響を与えています。自動化は採掘作業を合理化し、生産性を高め、人件費を削減します。さらに、遠隔監視は、作業のリアルタイム監視を可能にし、地理的な場所に関係なく、迅速な意思決定と問題解決を可能にし、製品の採用率を加速しています。さらに、環境に対する関心の高まりと持続可能な採掘方法の追求が、スマート採掘ソリューションの需要を高めています。スマート採掘ソリューションは、正確な資源管理を可能にし、廃棄物と環境への影響を最小限に抑えるため、市場の成長に貢献しています。
安全性向上への需要の高まり
厳しい労働条件と潜在的な危険性を特徴とする鉱業では、安全性が最大の関心事です。スマートマイニング技術は、安全性を高める上で極めて重要な役割を果たしています。センサーとリアルタイムのデータ分析を統合することで、これらの技術は採掘環境の包括的なビューを提供します。ガス漏れを検知し、地盤の安定性を監視し、機器の健全性をリアルタイムで評価します。このデータにより、鉱山労働者やオペレーターは安全上の問題に積極的に対処できるようになり、事故や死亡事故を防ぐことができます。さらに、自動化システムにより、作業員が危険性の高い場所にいる必要性が減り、安全性がさらに向上します。さらに、鉱業における労働力の保護と厳格な安全規制の遵守に対する強いコミットメントが、スマート採鉱ソリューションの採用を加速し、市場の成長を促進しています。
作業効率化のニーズの高まり
スマートマイニング技術は、採掘作業のさまざまな側面を最適化し、生産性の大幅な向上とコスト削減につながります。例えば自動化システムは、自律走行する運搬トラックや掘削装置を可能にし、人的ミスを減らし、作業のスピードと精度を向上させる。IoTセンサーは機器の性能データをリアルタイムで収集し、予知保全を可能にして予期せぬダウンタイムを防ぐ。データ分析により、資源の利用状況について実用的な洞察が得られるため、鉱山会社は十分な情報に基づいた意思決定を行い、プロセスを合理化することができます。このような業務効率の向上は収益性の向上につながるため、スマートマイニングソリューションは、業界で競争優位に立とうとする鉱山会社にとって魅力的な投資となります。
環境持続性への関心の高まり
規制がますます厳しくなり、環境問題に対する一般市民の意識が高まっているため、鉱業会社はより責任ある慣行を採用する必要に迫られています。スマートマイニングテクノロジーは、持続可能性の目標達成に極めて重要な役割を果たします。スマートマイニングテクノロジーは、的確な資源管理、廃棄物の削減、環境への影響の最小化を可能にします。太陽光発電や風力発電などの再生可能エネルギー源は、二酸化炭素排出量を削減するために採掘作業に組み込まれています。これとは別に、効率的な水管理システムは、特に水の乏しい地域では、水の消費を最小限に抑えるのに役立ちます。環境に優しい技術や慣行を取り入れることで、鉱業会社は環境スチュワードシップへのコミットメントを示し、規制当局と社会の両方の期待に応えることができるため、市場の成長が促進されます。
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.