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レポート概要
| グローバル調査会社のIMARC社は、2022年688億ドルであった世界の工業用バルブ市場規模が2028年には1,050億ドルに達し、予測期間中（2023年-2028年）、年平均7.1％成長すると予測しています。当調査資料では、工業用バルブの世界市場を調査・分析し、序論、範囲・調査手法、エグゼクティブサマリー、イントロダクション、製品タイプ別（ゲートバルブ、グローブバルブ、バタフライバルブ、ボールバルブ、その他）分析、機能別（オンオフ/遮断バルブ、コントロールバルブ）分析、材質別（スチール、鋳鉄、合金、その他）分析、サイズ別（1インチ以下、1～6インチ、7～25インチ、26～50インチ、51インチ以上）分析、地域別（北米、アジア、欧州、中南米、中東/アフリカ）分析、SWOT分析（強み・弱み・機会・脅威）、バリューチェーン分析、ファイブフォース分析、価格分析、競争状況などの項目を掲載しています。なお、当市場の主要企業には、AVK Holding A/S、Cameron International Corporation (Schlumberger)、The Crane Company、Emerson Electric Co.、Flowserve Corporation、Forbes Marshall、IMI Plc、Kitz Corporation、Neway Valves (Suzhou) Co. Ltd.などが含まれています。 ・序論 ・範囲・調査手法 ・エグゼクティブサマリー ・イントロダクション ・世界の工業用バルブ市場規模：製品タイプ別 - ゲートバルブの市場規模 - グローブバルブの市場規模 - バタフライバルブの市場規模 - ボールバルブの市場規模 - その他製品タイプの市場規模 ・世界の工業用バルブ市場規模：機能別 - オンオフ/遮断バルブの市場規模 - コントロールバルブの市場規模 ・世界の工業用バルブ市場規模：材質別 - スチールの市場規模 - 鋳鉄の市場規模 - 合金の市場規模 - その他材質の市場規模 ・世界の工業用バルブ市場規模：サイズ別 - 1インチ以下工業用バルブの市場規模 - 1～6インチ工業用バルブの市場規模 - 7～25インチ工業用バルブの市場規模 - 26～50インチ工業用バルブの市場規模 - 51インチ以上工業用バルブの市場規模 ・世界の工業用バルブ市場規模：地域別 - 北米の工業用バルブ市場規模 - アジアの工業用バルブ市場規模 - 欧州の工業用バルブ市場規模 - 中南米の工業用バルブ市場規模 - 中東/アフリカの工業用バルブ市場規模 ・SWOT分析（強み・弱み・機会・脅威） ・バリューチェーン分析 ・ファイブフォース分析 ・価格分析 ・競争状況 |
The global industrial valves market size reached US$ 68.8 Billion in 2022. Looking forward, IMARC Group expects the market to reach US$ 105.0 Billion by 2028, exhibiting a growth rate (CAGR) of 7.1% during 2023-2028.
Industrial valves are electromechanical devices used to regulate the flow and pressure of a liquid, gas, vapor, powder and slurry in a piping system. These valves comprise the body, trim, discs, seats, stem packing, end connectors, sealing rings, bonnet shell, union bolts, yoke and yoke nut, and operators and actuators. They help stop the flow rate through the pipe whenever required, prevent flow return to the pressurized side and protect equipment from overpressure hazards. Different types of industrial valves are presently available in the market based on their sizes, designs, functions and operations. These valves find extensive applications in the refinery, chemical, pharmaceutical, water & wastewater treatment, food and beverage (F&B), power, and oil & gas sectors worldwide.
Industrial Valves Market Trends:
Rapid industrialization, in confluence with the increasing automation in industrial processes, represents one of the key factors impelling the market growth. Apart from this, the rising number of oil and gas (O&G) exploration activities in offshore areas, coupled with the increasing energy demand, is acting as another major growth-inducing factor. Additionally, expanding nuclear power stations and petroleum refining plants is bolstering the market growth. Moreover, the rising pipeline installations and escalating demand for monitoring and controlling them from a centralized location are influencing the market positively. Furthermore, the integration of smart control systems and the rising adoption of diagnostics in industrial valves help monitor upstream and downstream pressure stem position, temperature and flow rate. This, along with the escalating demand for monitoring municipal wastewater flow, is also contributing to the market growth. The growing traction of renewable energy sources for generating electricity is anticipated to drive the market in the coming years.
Key Market Segmentation:
IMARC Group provides an analysis of the key trends in each sub-segment of the global industrial valves market report, along with forecasts at the global, regional and country level from 2023-2028. Our report has categorized the market based on product type, functionality, material, size and end use industry.
Breakup by Product Type:
Gate Valve
Globe Valve
Butterfly Valve
Ball Valve
Check Valve
Plug Valve
Others
Breakup by Functionality:
On-Off / Isolation Valves
Control Valves
Breakup by Material:
Steel
Cast Iron
Alloy Based
Others
Breakup by Size:
Upto 1”
1”-6”
7”-25”
26”-50”
51” and Above
Breakup by End Use Industry:
Oil and Gas
Power
Pharmaceutical
Water and Wastewater Treatment
Chemical
Food and Beverage
Others
Breakup by Region:
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
Competitive Landscape:
The report has also analysed the competitive landscape of the market with some of the key players being AVK Holding A/S, Cameron International Corporation (Schlumberger), The Crane Company, Emerson Electric Co., Flowserve Corporation, Forbes Marshall, IMI Plc, Kitz Corporation, Neway Valves (Suzhou) Co. Ltd., Samson AG and Velan Inc.
Key Questions Answered in This Report
1. What was the size of the global industrial valves market in 2022?
2. What is the expected growth rate of the global industrial valves market during 2023-2028?
3. What are the key factors driving the global industrial valves market?
4. What has been the impact of COVID-19 on the global industrial valves market?
5. What is the breakup of the global industrial valves market based on the product type?
6. What is the breakup of the global industrial valves market based on the functionality?
7. What is the breakup of the global industrial valves market based on the material?
8. What is the breakup of the global industrial valves market based on size?
9. What is the breakup of the global industrial valves market based on the end use industry?
10. What are the key regions in the global industrial valves market?
11. Who are the key players/companies in the global industrial valves market?
1 Preface
2 Scope and Methodology
2.1 Objectives of the Study
2.2 Stakeholders
2.3 Data Sources
2.3.1 Primary Sources
2.3.2 Secondary Sources
2.4 Market Estimation
2.4.1 Bottom-Up Approach
2.4.2 Top-Down Approach
2.5 Forecasting Methodology
3 Executive Summary
4 Introduction
4.1 Overview
4.2 Key Industry Trends
5 Global Industrial Valves Market
5.1 Market Overview
5.2 Market Performance
5.3 Impact of COVID-19
5.4 Market Forecast
6 Market Breakup by Product Type
6.1 Gate Valve
6.1.1 Market Trends
6.1.2 Market Forecast
6.2 Globe Valve
6.2.1 Market Trends
6.2.2 Market Forecast
6.3 Butterfly Valve
6.3.1 Market Trends
6.3.2 Market Forecast
6.4 Ball Valve
6.4.1 Market Trends
6.4.2 Market Forecast
6.5 Check Valve
6.5.1 Market Trends
6.5.2 Market Forecast
6.6 Plug Valve
6.6.1 Market Trends
6.6.2 Market Forecast
6.7 Others
6.7.1 Market Trends
6.7.2 Market Forecast
7 Market Breakup by Functionality
7.1 On-Off / Isolation Valves
7.1.1 Market Trends
7.1.2 Market Forecast
7.2 Control Valves
7.2.1 Market Trends
7.2.2 Market Forecast
8 Market Breakup by Material
8.1 Steel
8.1.1 Market Trends
8.1.2 Market Forecast
8.2 Cast Iron
8.2.1 Market Trends
8.2.2 Market Forecast
8.3 Alloy Based
8.3.1 Market Trends
8.3.2 Market Forecast
8.4 Others
8.4.1 Market Trends
8.4.2 Market Forecast
9 Market Breakup by Size
9.1 Upto 1”
9.1.1 Market Trends
9.1.2 Market Forecast
9.2 1” – 6”
9.2.1 Market Trends
9.2.2 Market Forecast
9.3 7” – 25”
9.3.1 Market Trends
9.3.2 Market Forecast
9.4 26” – 50”
9.4.1 Market Trends
9.4.2 Market Forecast
9.5 51” and Above
9.5.1 Market Trends
9.5.2 Market Forecast
10 Market Breakup by End Use Industry
10.1 Oil and Gas
10.1.1 Market Trends
10.1.2 Market Forecast
10.2 Power
10.2.1 Market Trends
10.2.2 Market Forecast
10.3 Pharmaceutical
10.3.1 Market Trends
10.3.2 Market Forecast
10.4 Water and Wastewater Treatment
10.4.1 Market Trends
10.4.2 Market Forecast
10.5 Chemical
10.5.1 Market Trends
10.5.2 Market Forecast
10.6 Food and Beverage
10.6.1 Market Trends
10.6.2 Market Forecast
10.7 Others
10.7.1 Market Trends
10.7.2 Market Forecast
11 Market Breakup by Region
11.1 North America
11.1.1 United States
11.1.1.1 Market Trends
11.1.1.2 Market Forecast
11.1.2 Canada
11.1.2.1 Market Trends
11.1.2.2 Market Forecast
11.2 Asia Pacific
11.2.1 China
11.2.1.1 Market Trends
11.2.1.2 Market Forecast
11.2.2 Japan
11.2.2.1 Market Trends
11.2.2.2 Market Forecast
11.2.3 India
11.2.3.1 Market Trends
11.2.3.2 Market Forecast
11.2.4 South Korea
11.2.4.1 Market Trends
11.2.4.2 Market Forecast
11.2.5 Australia
11.2.5.1 Market Trends
11.2.5.2 Market Forecast
11.2.6 Indonesia
11.2.6.1 Market Trends
11.2.6.2 Market Forecast
11.2.7 Others
11.2.7.1 Market Trends
11.2.7.2 Market Forecast
11.3 Europe
11.3.1 Germany
11.3.1.1 Market Trends
11.3.1.2 Market Forecast
11.3.2 France
11.3.2.1 Market Trends
11.3.2.2 Market Forecast
11.3.3 United Kingdom
11.3.3.1 Market Trends
11.3.3.2 Market Forecast
11.3.4 Italy
11.3.4.1 Market Trends
11.3.4.2 Market Forecast
11.3.5 Spain
11.3.5.1 Market Trends
11.3.5.2 Market Forecast
11.3.6 Russia
11.3.6.1 Market Trends
11.3.6.2 Market Forecast
11.3.7 Others
11.3.7.1 Market Trends
11.3.7.2 Market Forecast
11.4 Latin America
11.4.1 Brazil
11.4.1.1 Market Trends
11.4.1.2 Market Forecast
11.4.2 Mexico
11.4.2.1 Market Trends
11.4.2.2 Market Forecast
11.4.3 Others
11.4.3.1 Market Trends
11.4.3.2 Market Forecast
11.5 Middle East and Africa
11.5.1 Market Trends
11.5.2 Market Breakup by Country
11.5.3 Market Forecast
12 SWOT Analysis
12.1 Overview
12.2 Strengths
12.3 Weaknesses
12.4 Opportunities
12.5 Threats
13 Value Chain Analysis
14 Porters Five Forces Analysis
14.1 Overview
14.2 Bargaining Power of Buyers
14.3 Bargaining Power of Suppliers
14.4 Degree of Competition
14.5 Threat of New Entrants
14.6 Threat of Substitutes
15 Price Analysis
16 Competitive Landscape
16.1 Market Structure
16.2 Key Players
16.3 Profiles of Key Players
16.3.1 AVK Holding A/S
16.3.1.1 Company Overview
16.3.1.2 Product Portfolio
16.3.2 Cameron International Corporation (Schlumberger)
16.3.2.1 Company Overview
16.3.2.2 Product Portfolio
16.3.3 The Crane Company
16.3.3.1 Company Overview
16.3.3.2 Product Portfolio
16.3.4 Emerson Electric Co.
16.3.4.1 Company Overview
16.3.4.2 Product Portfolio
16.3.5 Flowserve Corporation
16.3.5.1 Company Overview
16.3.5.2 Product Portfolio
16.3.6 Forbes Marshall
16.3.6.1 Company Overview
16.3.6.2 Product Portfolio
16.3.7 IMI Plc
16.3.7.1 Company Overview
16.3.7.2 Product Portfolio
16.3.8 Kitz Corporation
16.3.8.1 Company Overview
16.3.8.2 Product Portfolio
16.3.9 Neway Valves (Suzhou) Co. Ltd.
16.3.9.1 Company Overview
16.3.9.2 Product Portfolio
16.3.10 Samson AG
16.3.10.1 Company Overview
16.3.10.2 Product Portfolio
16.3.11 Velan Inc.
16.3.11.1 Company Overview
16.3.11.2 Product Portfolio
Figure 2: Global: Industrial Valves Market: Sales Value (in Billion US$), 2017-2022
Figure 3: Global: Industrial Valves Market: Breakup by Product Type (in %), 2022
Figure 4: Global: Industrial Valves Market: Breakup by Functionality (in %), 2022
Figure 5: Global: Industrial Valves Market: Breakup by Material (in %), 2022
Figure 6: Global: Industrial Valves Market: Breakup by Size (in %), 2022
Figure 7: Global: Industrial Valves Market: Breakup by End Use Industry (in %), 2022
Figure 8: Global: Industrial Valves Market: Breakup by Region (in %), 2022
Figure 9: Global: Industrial Valves Market Forecast: Sales Value (in Billion US$), 2023-2028
Figure 10: Global: Industrial Valves (Gate Valve) Market: Sales Value (in Million US$), 2017 & 2022
Figure 11: Global: Industrial Valves (Gate Valve) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 12: Global: Industrial Valves (Globe Valve) Market: Sales Value (in Million US$), 2017 & 2022
Figure 13: Global: Industrial Valves (Globe Valve) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 14: Global: Industrial Valves (Butterfly Valve) Market: Sales Value (in Million US$), 2017 & 2022
Figure 15: Global: Industrial Valves (Butterfly Valve) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 16: Global: Industrial Valves (Ball Valve) Market: Sales Value (in Million US$), 2017 & 2022
Figure 17: Global: Industrial Valves (Ball Valve) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 18: Global: Industrial Valves (Check Valve) Market: Sales Value (in Million US$), 2017 & 2022
Figure 19: Global: Industrial Valves (Check Valve) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 20: Global: Industrial Valves (Plug Valve) Market: Sales Value (in Million US$), 2017 & 2022
Figure 21: Global: Industrial Valves (Plug Valve) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 22: Global: Industrial Valves (Other Valve Types) Market: Sales Value (in Million US$), 2017 & 2022
Figure 23: Global: Industrial Valves (Other Valve Types) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 24: Global: Industrial Valves (On-Off / Isolation Valves) Market: Sales Value (in Million US$), 2017 & 2022
Figure 25: Global: Industrial Valves (On-Off / Isolation Valves) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 26: Global: Industrial Valves (Control Valves) Market: Sales Value (in Million US$), 2017 & 2022
Figure 27: Global: Industrial Valves (Control Valves) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 28: Global: Industrial Valves (Steel) Market: Sales Value (in Million US$), 2017 & 2022
Figure 29: Global: Industrial Valves (Steel) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 30: Global: Industrial Valves (Cast Iron) Market: Sales Value (in Million US$), 2017 & 2022
Figure 31: Global: Industrial Valves (Cast Iron) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 32: Global: Industrial Valves (Alloy Based) Market: Sales Value (in Million US$), 2017 & 2022
Figure 33: Global: Industrial Valves (Alloy Based) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 34: Global: Industrial Valves (Other Material Types) Market: Sales Value (in Million US$), 2017 & 2022
Figure 35: Global: Industrial Valves (Other Material Types) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 36: Global: Industrial Valves (Upto 1”) Market: Sales Value (in Million US$), 2017 & 2022
Figure 37: Global: Industrial Valves (Upto 1”) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 38: Global: Industrial Valves (1” – 6”) Market: Sales Value (in Million US$), 2017 & 2022
Figure 39: Global: Industrial Valves (1” – 6”) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 40: Global: Industrial Valves (7” – 25”) Market: Sales Value (in Million US$), 2017 & 2022
Figure 41: Global: Industrial Valves (7” – 25”) n) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 42: Global: Industrial Valves (26”- 50”) Market: Sales Value (in Million US$), 2017 & 2022
Figure 43: Global: Industrial Valves (26”- 50”) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 44: Global: Industrial Valves (51” and Above) Market: Sales Value (in Million US$), 2017 & 2022
Figure 45: Global: Industrial Valves (51” and Above) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 46: Global: Industrial Valves (Oil and Gas) Market: Sales Value (in Million US$), 2017 & 2022
Figure 47: Global: Industrial Valves (Oil and Gas) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 48: Global: Industrial Valves (Power) Market: Sales Value (in Million US$), 2017 & 2022
Figure 49: Global: Industrial Valves (Power) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 50: Global: Industrial Valves (Pharmaceutical) Market: Sales Value (in Million US$), 2017 & 2022
Figure 51: Global: Industrial Valves (Pharmaceutical) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 52: Global: Industrial Valves (Water and Wastewater Treatment) Market: Sales Value (in Million US$), 2017 & 2022
Figure 53: Global: Industrial Valves (Water and Wastewater Treatment) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 54: Global: Industrial Valves (Chemical) Market: Sales Value (in Million US$), 2017 & 2022
Figure 55: Global: Industrial Valves (Chemical) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 56: Global: Industrial Valves (Food and Beverages) Market: Sales Value (in Million US$), 2017 & 2022
Figure 57: Global: Industrial Valves (Food and Beverages) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 58: Global: Industrial Valves (Other End Use Industries) Market: Sales Value (in Million US$), 2017 & 2022
Figure 59: Global: Industrial Valves (Other End Use Industries) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 60: North America: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 61: North America: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 62: United States: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 63: United States: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 64: Canada: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 65: Canada: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 66: Asia Pacific: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 67: Asia Pacific: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 68: China: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 69: China: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 70: Japan: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 71: Japan: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 72: India: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 73: India: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 74: South Korea: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 75: South Korea: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 76: Australia: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 77: Australia: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 78: Indonesia: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 79: Indonesia: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 80: Others: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 81: Others: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 82: Europe: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 83: Europe: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 84: Germany: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 85: Germany: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 86: France: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 87: France: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 88: United Kingdom: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 89: United Kingdom: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 90: Italy: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 91: Italy: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 92: Spain: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 93: Spain: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 94: Russia: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 95: Russia: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 96: Others: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 97: Others: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 98: Latin America: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 99: Latin America: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 100: Brazil: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 101: Brazil: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 102: Mexico: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 103: Mexico: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 104: Others: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 105: Others: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 106: Middle East and Africa: Industrial Valves Market: Sales Value (in Million US$), 2017 & 2022
Figure 107: Middle East and Africa: Industrial Valves Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 108: Global: Industrial Valves Industry: SWOT Analysis
Figure 109: Global: Industrial Valves Industry: Value Chain Analysis
Figure 110: Global: Industrial Valves Industry: Porter’s Five Forces Analysis
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