▶ 調査レポート

世界の工業用空気分離装置市場2023年:企業・地域・種類・用途別分析

• 英文タイトル:Global Industrial Air Separation Unit Market 2023 by Manufacturers, Regions, Type and Application, Forecast to 2029

GlobalInfoResearchが調査・発行した産業分析レポートです。世界の工業用空気分離装置市場2023年:企業・地域・種類・用途別分析 / Global Industrial Air Separation Unit Market 2023 by Manufacturers, Regions, Type and Application, Forecast to 2029 / MRC309Z4682資料のイメージです。• レポートコード:MRC309Z4682
• 出版社/出版日:GlobalInfoResearch / 2023年9月
• レポート形態:英文、PDF、108ページ
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• 産業分類:機械&装置
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レポート概要
GlobalInfoResearchの最新の調査によると、世界の工業用空気分離装置の市場規模は2022年のxxx米ドルから2029年にはxxx米ドルと推定され、xxx%の成長率で成長すると予想されます。新型コロナウイルス感染症とロシア・ウクライナ戦争の影響を考慮しながら市場規模を推計しました。
このレポートは、世界の工業用空気分離装置市場に関する詳細かつ包括的な分析の結果です。定量的分析と定性的分析データが、メーカー別、地域別、国別、種類別、用途別に記載されています。

市場は常に変化しているため、本レポートでは、競争、需要と供給の傾向、および多くの市場にわたる需要の変化に影響する主要な要因を調査しました。主要な競合他社の企業概要と製品例、および2023年の市場シェア予測も記載しました。

本レポートの主な目的は次のとおりです。
- 世界および主要国の市場機会の規模を決定するため
- 工業用空気分離装置の成長可能性を評価するため
- 各製品および最終用途市場の将来の成長を予測するため
- 市場に影響を与える競争要因を評価するため

工業用空気分離装置市場は種類と用途によって区分されます。2018年~2029年において、量と金額の観点から種類別および用途別セグメントの売上予測データを提供します。この分析は、適格なニッチ市場をターゲットにすることでビジネスを拡大するのに役立ちます。

種類別セグメント
・20,000 CMPH以下、20-60,000 CMPH、60,000 CMPH以上

用途別セグメント
・化学、石油&ガス、冶金、その他

主要な市場プレーヤー
・Linde、Air Liquide、Messer、Air Products、AMCS、Ranch Cryogenics、Mitsubishi Chemical、Air Water Engineering、Universal Industrial Gases、Comi Polaris Systems、Hangyang Group、Sichuan Air Separation、HNEC

地域別セグメントは次の地域・国をカバーします。
・北米(米国、カナダ、メキシコ)
・ヨーロッパ(ドイツ、フランス、イギリス、ロシア、イタリア)
・アジア太平洋(日本、中国、韓国、インド、東南アジア、オーストラリア)
・南アメリカ(ブラジル、アルゼンチン、コロンビア)
・中東およびアフリカ(サウジアラビア、UAE、エジプト、南アフリカ)

本調査レポートの内容は計15章あります。
・第1章では、工業用空気分離装置製品の調査範囲、市場の概要、市場の成長要因・阻害要因、および市場動向について説明します。
・第2章では、主要な工業用空気分離装置メーカーの企業概要、2019年~2022年までの工業用空気分離装置の価格、販売量、売上、市場シェアを掲載しています。
・第3章では、主要な工業用空気分離装置メーカーの競争状況、販売量、売上、世界市場シェアが重点的に比較分析されています。
・第4章では、2018年~2029年までの地域別工業用空気分離装置の販売量、売上、成長性を示しています。
・第5、6章では、2018年~2029年までの工業用空気分離装置の種類別と用途別の市場規模、市場シェアと成長率を掲載しています。
・第7、8、9、10、11章では、2018年~2022年までの世界の主要国での販売量、売上、市場シェア、並びに2023年~2029年までの主要地域での工業用空気分離装置市場予測を収録しています。
・第12章では、市場力学、成長要因、阻害要因、トレンド、ポーターズファイブフォース分析、新型コロナウイルス感染症とロシア・ウクライナ戦争の影響を掲載しています。
・第13章では、主要な原材料、主要なサプライヤー、および工業用空気分離装置の産業チェーンを掲載しています。
・第14、15章では、工業用空気分離装置の販売チャネル、販売業者、顧客、調査結果について説明します。

***** 目次(一部) *****

・市場概要
- 工業用空気分離装置の概要
- 種類別分析(2018年vs2022年vs2029年):20,000 CMPH以下、20-60,000 CMPH、60,000 CMPH以上
- 用途別分析(2018年vs2022年vs2029年):化学、石油&ガス、冶金、その他
- 世界の工業用空気分離装置市場規模・予測
- 世界の工業用空気分離装置生産能力分析
- 市場の成長要因・阻害要因・動向
・メーカー情報(企業概要、製品概要、販売量、価格、売上)
- Linde、Air Liquide、Messer、Air Products、AMCS、Ranch Cryogenics、Mitsubishi Chemical、Air Water Engineering、Universal Industrial Gases、Comi Polaris Systems、Hangyang Group、Sichuan Air Separation、HNEC
・メーカー別市場シェア・市場集中度
・地域別市場分析2018年-2029年
・種類別分析2018年-2029年:20,000 CMPH以下、20-60,000 CMPH、60,000 CMPH以上
・用途別分析2018年-2029年:化学、石油&ガス、冶金、その他
・工業用空気分離装置の北米市場
- 種類別市場規模2018年-2029年
- 用途別市場規模2018年-2029年
- 主要国別市場規模:アメリカ、カナダ、メキシコなど
・工業用空気分離装置のヨーロッパ市場
- 種類別市場規模2018年-2029年
- 用途別市場規模2018年-2029年
- 主要国別市場規模:ドイツ、イギリス、フランス、ロシア、イタリアなど
・工業用空気分離装置のアジア市場
- 種類別市場規模2018年-2029年
- 用途別市場規模2018年-2029年
- 主要国別市場規模:中国、日本、韓国、インド、東南アジア、オーストラリアなど
・工業用空気分離装置の南米市場
- 種類別市場規模2018年-2029年
- 用途別市場規模2018年-2029年
- 主要国別市場規模:ブラジル、アルゼンチンなど
・工業用空気分離装置の中東・アフリカ市場
- 種類別市場規模2018年-2029年
- 用途別市場規模2018年-2029年
- 主要国別市場規模:サウジアラビア、トルコ、エジプト、南アフリカなど
・市場力学(成長要因、阻害要因、トレンド、ポーターズファイブフォース分析)
・原材料および産業チェーン
・販売チャネル、流通業者・代理店、顧客リスト
・調査の結果・結論

According to our (Global Info Research) latest study, the global Industrial Air Separation Unit market size was valued at USD million in 2022 and is forecast to a readjusted size of USD million by 2029 with a CAGR of % during review period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
In terms of regions, Europe is expected to remain the largest market for industrial air separation unit during the forecast period. In terms of their product categories, separation rates in the range of 20-60 K CMPH have a higher market share. In terms of applications, the chemical industry is the top application area.
Industrial air separation unit (ASU) is a facility or system used for the separation and purification of air into its primary components, namely nitrogen, oxygen, and sometimes other gases. ASUs are typically large-scale installations found in industries such as chemical manufacturing, oil and gas and others.
This report is a detailed and comprehensive analysis for global Industrial Air Separation Unit market. Both quantitative and qualitative analyses are presented by manufacturers, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2023, are provided.
Key Features:
Global Industrial Air Separation Unit market size and forecasts, in consumption value ($ Million), sales quantity (Units), and average selling prices (US$/Unit), 2018-2029
Global Industrial Air Separation Unit market size and forecasts by region and country, in consumption value ($ Million), sales quantity (Units), and average selling prices (US$/Unit), 2018-2029
Global Industrial Air Separation Unit market size and forecasts, by Type and by Application, in consumption value ($ Million), sales quantity (Units), and average selling prices (US$/Unit), 2018-2029
Global Industrial Air Separation Unit market shares of main players, shipments in revenue ($ Million), sales quantity (Units), and ASP (US$/Unit), 2018-2023
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for Industrial Air Separation Unit
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global Industrial Air Separation Unit market based on the following parameters – company overview, production, value, price, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Linde, Air Liquide, Messer, Air Products and AMCS, etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.
Market Segmentation
Industrial Air Separation Unit market is split by Type and by Application. For the period 2018-2029, the growth among segments provides accurate calculations and forecasts for consumption value by Type, and by Application in terms of volume and value. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type
Below 20 K CMPH
20-60 K CMPH
Above 60 K CMPH
Market segment by Application
Chemical
Oil and Gas
Metallurgy
Others
Major players covered
Linde
Air Liquide
Messer
Air Products
AMCS
Ranch Cryogenics
Mitsubishi Chemical
Air Water Engineering
Universal Industrial Gases
Comi Polaris Systems
Hangyang Group
Sichuan Air Separation
HNEC
Market segment by region, regional analysis covers
North America (United States, Canada and Mexico)
Europe (Germany, France, United Kingdom, Russia, Italy, and Rest of Europe)
Asia-Pacific (China, Japan, Korea, India, Southeast Asia, and Australia)
South America (Brazil, Argentina, Colombia, and Rest of South America)
Middle East & Africa (Saudi Arabia, UAE, Egypt, South Africa, and Rest of Middle East & Africa)
The content of the study subjects, includes a total of 15 chapters:
Chapter 1, to describe Industrial Air Separation Unit product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top manufacturers of Industrial Air Separation Unit, with price, sales, revenue and global market share of Industrial Air Separation Unit from 2018 to 2023.
Chapter 3, the Industrial Air Separation Unit competitive situation, sales quantity, revenue and global market share of top manufacturers are analyzed emphatically by landscape contrast.
Chapter 4, the Industrial Air Separation Unit breakdown data are shown at the regional level, to show the sales quantity, consumption value and growth by regions, from 2018 to 2029.
Chapter 5 and 6, to segment the sales by Type and application, with sales market share and growth rate by type, application, from 2018 to 2029.
Chapter 7, 8, 9, 10 and 11, to break the sales data at the country level, with sales quantity, consumption value and market share for key countries in the world, from 2017 to 2022.and Industrial Air Separation Unit market forecast, by regions, type and application, with sales and revenue, from 2024 to 2029.
Chapter 12, market dynamics, drivers, restraints, trends, Porters Five Forces analysis, and Influence of COVID-19 and Russia-Ukraine War.
Chapter 13, the key raw materials and key suppliers, and industry chain of Industrial Air Separation Unit.
Chapter 14 and 15, to describe Industrial Air Separation Unit sales channel, distributors, customers, research findings and conclusion.

レポート目次

1 Market Overview
1.1 Product Overview and Scope of Industrial Air Separation Unit
1.2 Market Estimation Caveats and Base Year
1.3 Market Analysis by Type
1.3.1 Overview: Global Industrial Air Separation Unit Consumption Value by Type: 2018 Versus 2022 Versus 2029
1.3.2 Below 20 K CMPH
1.3.3 20-60 K CMPH
1.3.4 Above 60 K CMPH
1.4 Market Analysis by Application
1.4.1 Overview: Global Industrial Air Separation Unit Consumption Value by Application: 2018 Versus 2022 Versus 2029
1.4.2 Chemical
1.4.3 Oil and Gas
1.4.4 Metallurgy
1.4.5 Others
1.5 Global Industrial Air Separation Unit Market Size & Forecast
1.5.1 Global Industrial Air Separation Unit Consumption Value (2018 & 2022 & 2029)
1.5.2 Global Industrial Air Separation Unit Sales Quantity (2018-2029)
1.5.3 Global Industrial Air Separation Unit Average Price (2018-2029)
2 Manufacturers Profiles
2.1 Linde
2.1.1 Linde Details
2.1.2 Linde Major Business
2.1.3 Linde Industrial Air Separation Unit Product and Services
2.1.4 Linde Industrial Air Separation Unit Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.1.5 Linde Recent Developments/Updates
2.2 Air Liquide
2.2.1 Air Liquide Details
2.2.2 Air Liquide Major Business
2.2.3 Air Liquide Industrial Air Separation Unit Product and Services
2.2.4 Air Liquide Industrial Air Separation Unit Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.2.5 Air Liquide Recent Developments/Updates
2.3 Messer
2.3.1 Messer Details
2.3.2 Messer Major Business
2.3.3 Messer Industrial Air Separation Unit Product and Services
2.3.4 Messer Industrial Air Separation Unit Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.3.5 Messer Recent Developments/Updates
2.4 Air Products
2.4.1 Air Products Details
2.4.2 Air Products Major Business
2.4.3 Air Products Industrial Air Separation Unit Product and Services
2.4.4 Air Products Industrial Air Separation Unit Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.4.5 Air Products Recent Developments/Updates
2.5 AMCS
2.5.1 AMCS Details
2.5.2 AMCS Major Business
2.5.3 AMCS Industrial Air Separation Unit Product and Services
2.5.4 AMCS Industrial Air Separation Unit Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.5.5 AMCS Recent Developments/Updates
2.6 Ranch Cryogenics
2.6.1 Ranch Cryogenics Details
2.6.2 Ranch Cryogenics Major Business
2.6.3 Ranch Cryogenics Industrial Air Separation Unit Product and Services
2.6.4 Ranch Cryogenics Industrial Air Separation Unit Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.6.5 Ranch Cryogenics Recent Developments/Updates
2.7 Mitsubishi Chemical
2.7.1 Mitsubishi Chemical Details
2.7.2 Mitsubishi Chemical Major Business
2.7.3 Mitsubishi Chemical Industrial Air Separation Unit Product and Services
2.7.4 Mitsubishi Chemical Industrial Air Separation Unit Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.7.5 Mitsubishi Chemical Recent Developments/Updates
2.8 Air Water Engineering
2.8.1 Air Water Engineering Details
2.8.2 Air Water Engineering Major Business
2.8.3 Air Water Engineering Industrial Air Separation Unit Product and Services
2.8.4 Air Water Engineering Industrial Air Separation Unit Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.8.5 Air Water Engineering Recent Developments/Updates
2.9 Universal Industrial Gases
2.9.1 Universal Industrial Gases Details
2.9.2 Universal Industrial Gases Major Business
2.9.3 Universal Industrial Gases Industrial Air Separation Unit Product and Services
2.9.4 Universal Industrial Gases Industrial Air Separation Unit Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.9.5 Universal Industrial Gases Recent Developments/Updates
2.10 Comi Polaris Systems
2.10.1 Comi Polaris Systems Details
2.10.2 Comi Polaris Systems Major Business
2.10.3 Comi Polaris Systems Industrial Air Separation Unit Product and Services
2.10.4 Comi Polaris Systems Industrial Air Separation Unit Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.10.5 Comi Polaris Systems Recent Developments/Updates
2.11 Hangyang Group
2.11.1 Hangyang Group Details
2.11.2 Hangyang Group Major Business
2.11.3 Hangyang Group Industrial Air Separation Unit Product and Services
2.11.4 Hangyang Group Industrial Air Separation Unit Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.11.5 Hangyang Group Recent Developments/Updates
2.12 Sichuan Air Separation
2.12.1 Sichuan Air Separation Details
2.12.2 Sichuan Air Separation Major Business
2.12.3 Sichuan Air Separation Industrial Air Separation Unit Product and Services
2.12.4 Sichuan Air Separation Industrial Air Separation Unit Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.12.5 Sichuan Air Separation Recent Developments/Updates
2.13 HNEC
2.13.1 HNEC Details
2.13.2 HNEC Major Business
2.13.3 HNEC Industrial Air Separation Unit Product and Services
2.13.4 HNEC Industrial Air Separation Unit Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.13.5 HNEC Recent Developments/Updates
3 Competitive Environment: Industrial Air Separation Unit by Manufacturer
3.1 Global Industrial Air Separation Unit Sales Quantity by Manufacturer (2018-2023)
3.2 Global Industrial Air Separation Unit Revenue by Manufacturer (2018-2023)
3.3 Global Industrial Air Separation Unit Average Price by Manufacturer (2018-2023)
3.4 Market Share Analysis (2022)
3.4.1 Producer Shipments of Industrial Air Separation Unit by Manufacturer Revenue ($MM) and Market Share (%): 2022
3.4.2 Top 3 Industrial Air Separation Unit Manufacturer Market Share in 2022
3.4.2 Top 6 Industrial Air Separation Unit Manufacturer Market Share in 2022
3.5 Industrial Air Separation Unit Market: Overall Company Footprint Analysis
3.5.1 Industrial Air Separation Unit Market: Region Footprint
3.5.2 Industrial Air Separation Unit Market: Company Product Type Footprint
3.5.3 Industrial Air Separation Unit Market: Company Product Application Footprint
3.6 New Market Entrants and Barriers to Market Entry
3.7 Mergers, Acquisition, Agreements, and Collaborations
4 Consumption Analysis by Region
4.1 Global Industrial Air Separation Unit Market Size by Region
4.1.1 Global Industrial Air Separation Unit Sales Quantity by Region (2018-2029)
4.1.2 Global Industrial Air Separation Unit Consumption Value by Region (2018-2029)
4.1.3 Global Industrial Air Separation Unit Average Price by Region (2018-2029)
4.2 North America Industrial Air Separation Unit Consumption Value (2018-2029)
4.3 Europe Industrial Air Separation Unit Consumption Value (2018-2029)
4.4 Asia-Pacific Industrial Air Separation Unit Consumption Value (2018-2029)
4.5 South America Industrial Air Separation Unit Consumption Value (2018-2029)
4.6 Middle East and Africa Industrial Air Separation Unit Consumption Value (2018-2029)
5 Market Segment by Type
5.1 Global Industrial Air Separation Unit Sales Quantity by Type (2018-2029)
5.2 Global Industrial Air Separation Unit Consumption Value by Type (2018-2029)
5.3 Global Industrial Air Separation Unit Average Price by Type (2018-2029)
6 Market Segment by Application
6.1 Global Industrial Air Separation Unit Sales Quantity by Application (2018-2029)
6.2 Global Industrial Air Separation Unit Consumption Value by Application (2018-2029)
6.3 Global Industrial Air Separation Unit Average Price by Application (2018-2029)
7 North America
7.1 North America Industrial Air Separation Unit Sales Quantity by Type (2018-2029)
7.2 North America Industrial Air Separation Unit Sales Quantity by Application (2018-2029)
7.3 North America Industrial Air Separation Unit Market Size by Country
7.3.1 North America Industrial Air Separation Unit Sales Quantity by Country (2018-2029)
7.3.2 North America Industrial Air Separation Unit Consumption Value by Country (2018-2029)
7.3.3 United States Market Size and Forecast (2018-2029)
7.3.4 Canada Market Size and Forecast (2018-2029)
7.3.5 Mexico Market Size and Forecast (2018-2029)
8 Europe
8.1 Europe Industrial Air Separation Unit Sales Quantity by Type (2018-2029)
8.2 Europe Industrial Air Separation Unit Sales Quantity by Application (2018-2029)
8.3 Europe Industrial Air Separation Unit Market Size by Country
8.3.1 Europe Industrial Air Separation Unit Sales Quantity by Country (2018-2029)
8.3.2 Europe Industrial Air Separation Unit Consumption Value by Country (2018-2029)
8.3.3 Germany Market Size and Forecast (2018-2029)
8.3.4 France Market Size and Forecast (2018-2029)
8.3.5 United Kingdom Market Size and Forecast (2018-2029)
8.3.6 Russia Market Size and Forecast (2018-2029)
8.3.7 Italy Market Size and Forecast (2018-2029)
9 Asia-Pacific
9.1 Asia-Pacific Industrial Air Separation Unit Sales Quantity by Type (2018-2029)
9.2 Asia-Pacific Industrial Air Separation Unit Sales Quantity by Application (2018-2029)
9.3 Asia-Pacific Industrial Air Separation Unit Market Size by Region
9.3.1 Asia-Pacific Industrial Air Separation Unit Sales Quantity by Region (2018-2029)
9.3.2 Asia-Pacific Industrial Air Separation Unit Consumption Value by Region (2018-2029)
9.3.3 China Market Size and Forecast (2018-2029)
9.3.4 Japan Market Size and Forecast (2018-2029)
9.3.5 Korea Market Size and Forecast (2018-2029)
9.3.6 India Market Size and Forecast (2018-2029)
9.3.7 Southeast Asia Market Size and Forecast (2018-2029)
9.3.8 Australia Market Size and Forecast (2018-2029)
10 South America
10.1 South America Industrial Air Separation Unit Sales Quantity by Type (2018-2029)
10.2 South America Industrial Air Separation Unit Sales Quantity by Application (2018-2029)
10.3 South America Industrial Air Separation Unit Market Size by Country
10.3.1 South America Industrial Air Separation Unit Sales Quantity by Country (2018-2029)
10.3.2 South America Industrial Air Separation Unit Consumption Value by Country (2018-2029)
10.3.3 Brazil Market Size and Forecast (2018-2029)
10.3.4 Argentina Market Size and Forecast (2018-2029)
11 Middle East & Africa
11.1 Middle East & Africa Industrial Air Separation Unit Sales Quantity by Type (2018-2029)
11.2 Middle East & Africa Industrial Air Separation Unit Sales Quantity by Application (2018-2029)
11.3 Middle East & Africa Industrial Air Separation Unit Market Size by Country
11.3.1 Middle East & Africa Industrial Air Separation Unit Sales Quantity by Country (2018-2029)
11.3.2 Middle East & Africa Industrial Air Separation Unit Consumption Value by Country (2018-2029)
11.3.3 Turkey Market Size and Forecast (2018-2029)
11.3.4 Egypt Market Size and Forecast (2018-2029)
11.3.5 Saudi Arabia Market Size and Forecast (2018-2029)
11.3.6 South Africa Market Size and Forecast (2018-2029)
12 Market Dynamics
12.1 Industrial Air Separation Unit Market Drivers
12.2 Industrial Air Separation Unit Market Restraints
12.3 Industrial Air Separation Unit Trends Analysis
12.4 Porters Five Forces Analysis
12.4.1 Threat of New Entrants
12.4.2 Bargaining Power of Suppliers
12.4.3 Bargaining Power of Buyers
12.4.4 Threat of Substitutes
12.4.5 Competitive Rivalry
12.5 Influence of COVID-19 and Russia-Ukraine War
12.5.1 Influence of COVID-19
12.5.2 Influence of Russia-Ukraine War
13 Raw Material and Industry Chain
13.1 Raw Material of Industrial Air Separation Unit and Key Manufacturers
13.2 Manufacturing Costs Percentage of Industrial Air Separation Unit
13.3 Industrial Air Separation Unit Production Process
13.4 Industrial Air Separation Unit Industrial Chain
14 Shipments by Distribution Channel
14.1 Sales Channel
14.1.1 Direct to End-User
14.1.2 Distributors
14.2 Industrial Air Separation Unit Typical Distributors
14.3 Industrial Air Separation Unit Typical Customers
15 Research Findings and Conclusion
16 Appendix
16.1 Methodology
16.2 Research Process and Data Source
16.3 Disclaimer