Mining Automation Market Research: Global Status & Forecast by Geography, Type & Application (2017-2027)

Table of Content

1 Industrial Chain Overview

• 1.1 Mining Automation Industry
  • 1.1.1 Overview

Figure Mining Automation Picture List

• 1.1.2 Characteristics of Mining Automation

Figure Global Market Size and Forecast with Growth Rate, 2017-2027

• 1.5.2 Global Market Size and Forecast by Geography with CAGR, 2017-2027

Table Global Market Size and Forecast by Geography with Growth Rate, 2017-2027

• 1.5.3 Global Market Size and Forecast by Product Type with CAGR, 2017-2027

Table Global Market Size and Forecast by Type with Growth Rate, 2017-2027

• 1.5.4 Global Market Size and Forecast by End-Use with CAGR, 2017-2027

Table Global Market Size and Forecast by End-Use with Growth Rate, 2017-2027

2 Global Production & Consumption by Geography

• 2.1 Global Production & Consumption
  • 2.1.1 Global Production

Figure Global Production Volume Status and Growth Rate, 2017-2021, in Volume

Table Global Production Volume Status and Growth Rate by Geography, 2017-2021, in Volume

Figure Global Production Amount Status and Growth Rate, 2017-2021, in Million USD

Table Global Production Amount Status and Growth Rate by Geography, 2017-2021, in Million USD

• 2.1.2 Global Consumption

Figure Global Market Volume and Growth Rate, 2017-2021, in Volume

Table Global Market Volume and Growth Rate by Geography, 2017-2021, in Volume

Figure Global Market Amount and Growth Rate, 2017-2021, in Million USD

Table Global Market Amount and Growth Rate by Geography, 2017-2021, in Million USD

• 2.2 Geographic Production & Consumption
  • 2.2.1 Production
    • 2.2.1.1 Asia-Pacific

  Figure Asia-Pacific Production Volume Status and Growth Rate, 2017-2021, in Volume

  Table Asia-Pacific Production Volume Status and Growth Rate by Region, 2017-2021, in Volume

  Figure Asia-Pacific Production Amount Status and Growth Rate, 2017-2021, in Million USD

  Table Asia-Pacific Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD

  • 2.2.1.2 North America

Figure North America Production Volume Status and Growth Rate, 2017-2021, in Volume

Table North America Production Volume Status and Growth Rate by Region, 2017-2021, in Volume

Figure North America Production Amount Status and Growth Rate, 2017-2021, in Million USD

Table North America Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD

• 2.2.1.3 South America

Figure South America Production Volume Status and Growth Rate, 2017-2021, in Volume

Table South America Production Volume Status and Growth Rate by Region, 2017-2021, in Volume

Figure South America Production Amount Status and Growth Rate, 2017-2021, in Million USD

Table South America Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD

• 2.2.1.4 Europe

Figure Europe Production Volume Status and Growth Rate, 2017-2021, in Volume

Table Europe Production Volume Status and Growth Rate by Region, 2017-2021, in Volume

Figure Europe Production Amount Status and Growth Rate, 2017-2021, in Million USD

Table Europe Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD

• 2.2.1.5 Middle East & Africa

Figure Middle East & Africa Production Volume Status and Growth Rate, 2017-2021, in Volume

Table Middle East & Africa Production Volume Status and Growth Rate by Region, 2017-2021, in Volume

Figure Middle East & Africa Production Amount Status and Growth Rate, 2017-2021, in Million USD

Table Middle East & Africa Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD

• 2.2.2 Consumption
  • 2.2.2.1 Asia-Pacific

Figure Asia-Pacific Market Volume and Growth Rate, 2017-2021, in Volume

Table Asia-Pacific Market Volume and Growth Rate by Region, 2017-2021, in Volume

Figure Asia-Pacific Market Amount and Growth Rate, 2017-2021, in Million USD

Table Asia-Pacific Market Amount and Growth Rate by Region, 2017-2021, in Million USD

• 2.2.2.2 North America

Figure North America Market Volume and Growth Rate, 2017-2021, in Volume

Table North America Market Volume and Growth Rate by Region, 2017-2021, in Volume

Figure North America Market Amount and Growth Rate, 2017-2021, in Million USD

Table North America Market Amount and Growth Rate by Region, 2017-2021, in Million USD

• 2.2.2.3 South America

Figure South America Market Volume and Growth Rate, 2017-2021, in Volume

Table South America Market Volume and Growth Rate by Region, 2017-2021, in Volume

Figure South America Market Amount and Growth Rate, 2017-2021, in Million USD

Table South America Market Amount and Growth Rate by Region, 2017-2021, in Million USD

• 2.2.2.4 Europe

Figure Europe Market Volume and Growth Rate, 2017-2021, in Volume

Table Europe Market Volume and Growth Rate by Region, 2017-2021, in Volume

Figure Europe Market Amount and Growth Rate, 2017-2021, in Million USD

Table Europe Market Amount and Growth Rate by Region, 2017-2021, in Million USD

• 2.2.2.5 Middle East & Africa

Figure Middle East & Africa Market Volume and Growth Rate, 2017-2021, in Volume

Table Middle East & Africa Market Volume and Growth Rate by Region, 2017-2021, in Volume

Figure Middle East & Africa Market Amount and Growth Rate, 2017-2021, in Million USD

Table Middle East & Africa Market Amount and Growth Rate by Region, 2017-2021, in Million USD

3 Major Manufacturers Introduction

• 3.1 Manufacturers Overview

Table Major Manufacturers Headquarters and Contact Information

Table Major Manufacturers Capacity List in 2021

• 3.2 Manufacturers List
  • 3.2.1 Sandvik Overview

Table Sandvik Overview List

• 3.2.1.1 Product Specifications
• 3.2.1.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)

Table Mining Automation Business Operation of Sandvik (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

• 3.2.1.3 Recent Developments
• 3.2.1.4 Future Strategic Planning

Table Caterpillar Overview List

• 3.2.2.1 Product Specifications
• 3.2.2.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)

Table Mining Automation Business Operation of Caterpillar (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

• 3.2.2.3 Recent Developments
• 3.2.2.4 Future Strategic Planning

Table Atlas Copco Overview List

• 3.2.3.1 Product Specifications
• 3.2.3.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)

Table Mining Automation Business Operation of Atlas Copco (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

• 3.2.3.3 Recent Developments
• 3.2.3.4 Future Strategic Planning

Table Komatsu Overview List

• 3.2.4.1 Product Specifications
• 3.2.4.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)

Table Mining Automation Business Operation of Komatsu (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

• 3.2.4.3 Recent Developments
• 3.2.4.4 Future Strategic Planning

Table ABB Overview List

• 3.2.5.1 Product Specifications
• 3.2.5.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)

Table Mining Automation Business Operation of ABB (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

• 3.2.5.3 Recent Developments
• 3.2.5.4 Future Strategic Planning

Table Hitachi Overview List

• 3.2.6.1 Product Specifications
• 3.2.6.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)

Table Mining Automation Business Operation of Hitachi (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

• 3.2.6.3 Recent Developments
• 3.2.6.4 Future Strategic Planning

Table Hexagon Overview List

• 3.2.7.1 Product Specifications
• 3.2.7.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)

Table Mining Automation Business Operation of Hexagon (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

• 3.2.7.3 Recent Developments
• 3.2.7.4 Future Strategic Planning

Table Rockwell Overview List

• 3.2.8.1 Product Specifications
• 3.2.8.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)

Table Mining Automation Business Operation of Rockwell (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

• 3.2.8.3 Recent Developments
• 3.2.8.4 Future Strategic Planning

Table Micromine Overview List

• 3.2.9.1 Product Specifications
• 3.2.9.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)

Table Mining Automation Business Operation of Micromine (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

• 3.2.9.3 Recent Developments
• 3.2.9.4 Future Strategic Planning

Table Volvo Group Overview List

• 3.2.10.1 Product Specifications
• 3.2.10.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)

Table Mining Automation Business Operation of Volvo Group (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

• 3.2.10.3 Recent Developments
• 3.2.10.4 Future Strategic Planning

Table Trimble Overview List

• 3.2.11.1 Product Specifications
• 3.2.11.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)

Table Mining Automation Business Operation of Trimble (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

• 3.2.11.3 Recent Developments
• 3.2.11.4 Future Strategic Planning

Table Remote Control Technologies Overview List

• 3.2.12.1 Product Specifications
• 3.2.12.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)

Table Mining Automation Business Operation of Remote Control Technologies (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

• 3.2.12.3 Recent Developments
• 3.2.12.4 Future Strategic Planning

Table Mine Site Technologies Overview List

• 3.2.13.1 Product Specifications
• 3.2.13.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)

Table Mining Automation Business Operation of Mine Site Technologies (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

• 3.2.13.3 Recent Developments
• 3.2.13.4 Future Strategic Planning

4 Market Competition Pattern

• 4.1 Market Size and Sketch

Figure Global Market Size and Growth Rate, 2017-2021, in Volume

Figure Global Market Size and Growth Rate, 2017-2021, in Million USD

Figure Global Competition Sketch Overview

• 4.2 Company Market Share
  • 4.2.1 Global Production by Major Manufacturers

Table Global Production Volume List by Manufacturers, 2017-2021, in Volume

Table Global Production Volume Share List by Manufacturers, 2017-2021, in Volume

Figure Global Production Volume Share by Manufacturers in 2021, in Volume

Table Global Production Amount List by Manufacturers, 2017-2021, in Million USD

Table Global Production Amount Share List by Manufacturers, 2017-2021, in Million USD

Figure Global Production Amount Share by Manufacturers in 2021, in Million USD

• 4.2.2 Market Concentration Analysis

5 Product Type Segment

• 5.1 Global Overview by Product Type Segment

Table Global Market Status and Growth Rate by Product Type Segment, 2017-2021, in Million USD

Table Global Market Status and Growth Rate by Product Type Segment 2017-2021, in Volume

• 5.2 Segment Subdivision by Product Type
  • 5.2.1 Market in Underground Mining Automation
    • 5.2.1.1 Market Size

  Figure Global Market Amount and Growth Rate in Underground Mining Automation, 2017-2021, in USD Million

  Figure Global Market Amount and Growth Rate in Underground Mining Automation, 2017-2021, in Volume

  • 5.2.1.2 Situation & Development
• 5.2.2 Market in Surface Mining Automation
  • 5.2.2.1 Market Size

Figure Global Market Amount and Growth Rate in Surface Mining Automation, 2017-2021, in USD Million

Figure Global Market Amount and Growth Rate in Surface Mining Automation, 2017-2021, in Volume

• 5.2.2.2 Situation & Development

6 End-Use Segment

• 6.1 Global Overview by End-Use Segment

Table Global Market Status and Growth Rate by End-Use Segment, 2017-2021, in Million USD

Table Global Market Status and Growth Rate by End-Use Segment 2017-2021, in Volume

• 6.2 Segment Subdivision
  • 6.2.1 Market in Metal Mining
    • 6.2.1.1 Market Size

  Figure Global Market Amount and Growth Rate in Metal Mining, 2017-2021, in USD Million

  Figure Global Market Amount and Growth Rate in Metal Mining, 2017-2021, in Volume

  • 6.2.1.2 Situation & Development
• 6.2.2 Market in Mineral Mining
  • 6.2.2.1 Market Size

Figure Global Market Amount and Growth Rate in Mineral Mining, 2017-2021, in USD Million

Figure Global Market Amount and Growth Rate in Mineral Mining, 2017-2021, in Volume

• 6.2.2.2 Situation & Development

Figure Global Market Amount and Growth Rate in Coal Mining, 2017-2021, in USD Million

Figure Global Market Amount and Growth Rate in Coal Mining, 2017-2021, in Volume

• 6.2.3.2 Situation & Development

Figure Global Market Amount and Growth Rate in Others, 2017-2021, in USD Million

Figure Global Market Amount and Growth Rate in Others, 2017-2021, in Volume

• 6.2.4.2 Situation & Development

7 Market Forecast & Trend

• 7.1 Regional Forecast

Table Global Market Forecast by Region Segment 2022-2027, in Million USD

Table Global Market Forecast by Region Segment 2022-2027, in Volume

• 7.2 Consumption Forecast
  • 7.2.1 Product Type Forecast

Table Global Market Amount by Product Type Segment 2022-2027, in Million USD

Table Global Market Volume by Product Type Segment 2022-2027, in Volume

• 7.2.2 End-Use Forecast

Table Global Market Amount by End-Use Segment 2022-2027, in Million USD

Table Global Market Volume by End-Use Segment 2022-2027, in Volume

• 7.3 Investment Trend
• 7.4 Consumption Trend

8 Price & Channel

• 8.1 Price and Cost
  • 8.1.1 Price
  • 8.1.2 Cost

Figure Cost Component Ratio

• 8.2 Channel Segment

9 Market Drivers & Investment Environment

• 9.1 Market Drivers
• 9.2 Investment Environment
• 9.3 Impact of Coronavirus on the Mining Automation Industry
  • 9.3.1 Impact on Industry Upstream
  • 9.3.2 Impact on Industry Downstream
  • 9.3.3 Impact on Industry Channels
  • 9.3.4 Impact on Industry Competition
  • 9.3.5 Impact on Industry Employment

10 Research Conclusion

List of Table

Table Global Market Size and Forecast by Geography with Growth Rate, 2017-2027

Table Global Market Size and Forecast by Type with Growth Rate, 2017-2027

Table Global Market Size and Forecast by End-Use with Growth Rate, 2017-2027

Table Global Production Volume Status and Growth Rate by Geography, 2017-2021, in Volume

Table Global Production Amount Status and Growth Rate by Geography, 2017-2021, in Million USD

Table Global Market Volume and Growth Rate by Geography, 2017-2021, in Volume

Table Global Market Amount and Growth Rate by Geography, 2017-2021, in Million USD

Table Asia-Pacific Production Volume Status and Growth Rate by Region, 2017-2021, in Volume

Table Asia-Pacific Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD

Table North America Production Volume Status and Growth Rate by Region, 2017-2021, in Volume

Table North America Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD

Table South America Production Volume Status and Growth Rate by Region, 2017-2021, in Volume

Table South America Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD

Table Europe Production Volume Status and Growth Rate by Region, 2017-2021, in Volume

Table Europe Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD

Table Middle East & Africa Production Volume Status and Growth Rate by Region, 2017-2021, in Volume

Table Middle East & Africa Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD

Table Asia-Pacific Market Volume and Growth Rate by Region, 2017-2021, in Volume

Table Asia-Pacific Market Amount and Growth Rate by Region, 2017-2021, in Million USD

Table North America Market Volume and Growth Rate by Region, 2017-2021, in Volume

Table North America Market Amount and Growth Rate by Region, 2017-2021, in Million USD

Table South America Market Volume and Growth Rate by Region, 2017-2021, in Volume

Table South America Market Amount and Growth Rate by Region, 2017-2021, in Million USD

Table Europe Market Volume and Growth Rate by Region, 2017-2021, in Volume

Table Europe Market Amount and Growth Rate by Region, 2017-2021, in Million USD

Table Middle East & Africa Market Volume and Growth Rate by Region, 2017-2021, in Volume

Table Middle East & Africa Market Amount and Growth Rate by Region, 2017-2021, in Million USD

Table Major Manufacturers Headquarters and Contact Information

Table Major Manufacturers Capacity List in 2021

Table Sandvik Overview List

Table Mining Automation Business Operation of Sandvik (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

Table Caterpillar Overview List

Table Mining Automation Business Operation of Caterpillar (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

Table Atlas Copco Overview List

Table Mining Automation Business Operation of Atlas Copco (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

Table Komatsu Overview List

Table Mining Automation Business Operation of Komatsu (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

Table ABB Overview List

Table Mining Automation Business Operation of ABB (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

Table Hitachi Overview List

Table Mining Automation Business Operation of Hitachi (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

Table Hexagon Overview List

Table Mining Automation Business Operation of Hexagon (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

Table Rockwell Overview List

Table Mining Automation Business Operation of Rockwell (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

Table Micromine Overview List

Table Mining Automation Business Operation of Micromine (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

Table Volvo Group Overview List

Table Mining Automation Business Operation of Volvo Group (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

Table Trimble Overview List

Table Mining Automation Business Operation of Trimble (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

Table Remote Control Technologies Overview List

Table Mining Automation Business Operation of Remote Control Technologies (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

Table Mine Site Technologies Overview List

Table Mining Automation Business Operation of Mine Site Technologies (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)

Table Global Production Volume List by Manufacturers, 2017-2021, in Volume

Table Global Production Volume Share List by Manufacturers, 2017-2021, in Volume

Table Global Production Amount List by Manufacturers, 2017-2021, in Million USD

Table Global Production Amount Share List by Manufacturers, 2017-2021, in Million USD

Table Global Market Status and Growth Rate by Product Type Segment, 2017-2021, in Million USD

Table Global Market Status and Growth Rate by Product Type Segment 2017-2021, in Volume

Table Global Market Status and Growth Rate by End-Use Segment, 2017-2021, in Million USD

Table Global Market Status and Growth Rate by End-Use Segment 2017-2021, in Volume

Table Global Market Forecast by Region Segment 2022-2027, in Million USD

Table Global Market Forecast by Region Segment 2022-2027, in Volume

Table Global Market Amount by Product Type Segment 2022-2027, in Million USD

Table Global Market Volume by Product Type Segment 2022-2027, in Volume

Table Global Market Amount by End-Use Segment 2022-2027, in Million USD

Table Global Market Volume by End-Use Segment 2022-2027, in Volume

List of Figure

Figure Mining Automation Picture List

Figure Global Market Size and Forecast with Growth Rate, 2017-2027

Figure Global Production Volume Status and Growth Rate, 2017-2021, in Volume

Figure Global Production Amount Status and Growth Rate, 2017-2021, in Million USD

Figure Global Market Volume and Growth Rate, 2017-2021, in Volume

Figure Global Market Amount and Growth Rate, 2017-2021, in Million USD

Figure Asia-Pacific Production Volume Status and Growth Rate, 2017-2021, in Volume

Figure Asia-Pacific Production Amount Status and Growth Rate, 2017-2021, in Million USD

Figure North America Production Volume Status and Growth Rate, 2017-2021, in Volume

Figure North America Production Amount Status and Growth Rate, 2017-2021, in Million USD

Figure South America Production Volume Status and Growth Rate, 2017-2021, in Volume

Figure South America Production Amount Status and Growth Rate, 2017-2021, in Million USD

Figure Europe Production Volume Status and Growth Rate, 2017-2021, in Volume

Figure Europe Production Amount Status and Growth Rate, 2017-2021, in Million USD

Figure Middle East & Africa Production Volume Status and Growth Rate, 2017-2021, in Volume

Figure Middle East & Africa Production Amount Status and Growth Rate, 2017-2021, in Million USD

Figure Asia-Pacific Market Volume and Growth Rate, 2017-2021, in Volume

Figure Asia-Pacific Market Amount and Growth Rate, 2017-2021, in Million USD

Figure North America Market Volume and Growth Rate, 2017-2021, in Volume

Figure North America Market Amount and Growth Rate, 2017-2021, in Million USD

Figure South America Market Volume and Growth Rate, 2017-2021, in Volume

Figure South America Market Amount and Growth Rate, 2017-2021, in Million USD

Figure Europe Market Volume and Growth Rate, 2017-2021, in Volume

Figure Europe Market Amount and Growth Rate, 2017-2021, in Million USD

Figure Middle East & Africa Market Volume and Growth Rate, 2017-2021, in Volume

Figure Middle East & Africa Market Amount and Growth Rate, 2017-2021, in Million USD

Figure Global Market Size and Growth Rate, 2017-2021, in Volume

Figure Global Market Size and Growth Rate, 2017-2021, in Million USD

Figure Global Competition Sketch Overview

Figure Global Production Volume Share by Manufacturers in 2021, in Volume

Figure Global Production Amount Share by Manufacturers in 2021, in Million USD

Figure Global Market Amount and Growth Rate in Underground Mining Automation, 2017-2021, in USD Million

Figure Global Market Amount and Growth Rate in Underground Mining Automation, 2017-2021, in Volume

Figure Global Market Amount and Growth Rate in Surface Mining Automation, 2017-2021, in USD Million

Figure Global Market Amount and Growth Rate in Surface Mining Automation, 2017-2021, in Volume

Figure Global Market Amount and Growth Rate in Metal Mining, 2017-2021, in USD Million

Figure Global Market Amount and Growth Rate in Metal Mining, 2017-2021, in Volume

Figure Global Market Amount and Growth Rate in Mineral Mining, 2017-2021, in USD Million

Figure Global Market Amount and Growth Rate in Mineral Mining, 2017-2021, in Volume

Figure Global Market Amount and Growth Rate in Coal Mining, 2017-2021, in USD Million

Figure Global Market Amount and Growth Rate in Coal Mining, 2017-2021, in Volume

Figure Global Market Amount and Growth Rate in Others, 2017-2021, in USD Million

Figure Global Market Amount and Growth Rate in Others, 2017-2021, in Volume

Figure Cost Component Ratio