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Data Center Cooling Market - Global Outlook and Forecast 2019-2024

  • ID: 4832761
  • Report
  • Region: Global
  • 355 Pages
  • Arizton
UP TO OFF
until Dec 31st 2019
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The Global Data Center Cooling Market Size is Expected to Grow at a CAGR of More Than 4% During 2018–2024

FEATURED COMPANIES

  • 3M
  • Asetek
  • Daikin Applied
  • KyotoCooling
  • Pentair
  • STULZ
  • MORE

The increased data center construction in developing countries such as Latin America, MEA and Southeast Asia (except Singapore), India, China & Hong Kong, and South Korea is likely to boost to the data center cooling market during the forecast period. Besides, the increased investment by hyperscale companies and rise in the adoption of innovative and energy-efficient cooling infrastructure solutions are likely to contribute to fetching huge profits for the vendors.

The global data center cooling market is witnessing an increased adoption of automation and monitoring solutions. These solutions identify the maintenance requirements of infrastructure to avoid operational failures and provide end-to-end monitoring and automation of facilities. Further, Data Center as a Service” or DMaaS, a service based on DCIM solution is likely to gain traction in the market. Vendors offering DCIM solutions to monitor power consumption and carbon dioxide emission will gain a major revenue boost in the coming years. Cryptocurrency is expected to emerge as one of the strongest drivers for data center growth during the forecast period.

The following factors are likely to contribute to the growth of the data center cooling market during the forecast period:

  • Favorable locations for data center construction and cooling
  • Increased adoption of automation and monitoring solutions
  • Increased modular data center deployment

This market research report on the global data center cooling market offers analysis on market size & forecast, market share, industry trends, growth drivers, and vendor analysis. The market study also includes insights on segmentation by cooling infrastructure (cooling system and other infrastructure), by cooling techniques (air-based cooling and liquid-based cooling), by cooling systems (CRAC & CARH, chiller, cooling towers & dry coolers, economizers & evaporative coolers, and other cooling units), and geography (North America, Latin America, Europe, MEA, and APAC).

The report considers the present scenario of the global data center cooling market and its market dynamics for the period 2018−2024. It covers a detailed overview of various market growth enablers, restraints, and trends. The study covers both the demand and supply sides of the market. It also profiles and analyzes the leading companies and various other prominent companies operating in the data center cooling market.

Data Center Cooling Market: Segmentation

This market research report includes a detailed segmentation of the market by cooling infrastructure, cooling technique, cooling systems, and geography. The global data center cooling market growth for the air-based cooling technique primarily depends on the construction of data centers (traditional, brick-and-mortar facility, or modular data center), type of system adopted, redundancy of the system adopted, cost, and growth of rack power density. Tier III facilities are increasingly focussing on adopting 2N redundant  CRAC and CRAH units to enable high availability service offerings in the global market. Further, data center colocation operators are investing a huge amount to develop facilities that are involved in the adoption of efficient cooling systems and incorporate flexible design. The increasing use of AI and IoT systems will continue to increase the IT load, which will, in turn, lead to higher revenue generation in the global data center cooling market during the forecast period.

Free cooling solutions are gaining momentum over liquid-based cooling solutions. The data center operators in the US, Europe, Nordic, Canada, and Japan are gaining traction among Free cooling. However, the use of chilled water systems is still highly prevalent in the market, especially in data centers that use water-based cooling. In addition, innovation in the free cooling space, especially with the use of outside air to cool data centers without any on-site water requirement is expected to transform the data center cooling market size during the forecast period. The market is also witnessing an increased adoption of evaporative coolers that facilitate partial cooling with indoor CRAC units, which is likely to propel the data center market share.

The deployment of hyperscale and mega facilities is driving the adoption of 2N CRAC or CRAH units in the global market, whereas other data centers are expected to go for N+N redundant systems. Besides, adoption of these CRAH & CRAC systems are also expected to witness a hike in the data centers that use DX or chilled-water cooling solutions, thus significantly benefiting the data center cooling manufacturers.

The data centers that require highly efficient cooling with less dependency on the outside environment to cool the facility are the largest consumers of chillers. An enhanced focus on reducing electricity consumption by data centers and improving efficiency through reduced PUEs and carbon emission is driving the market for economizers and evaporative coolers. The market is witnessing high adoption of direct-liquid cooling solutions and liquid immersion solutions by the data centers with the rack power density of over 30Kw, which is likely to drive the data center cooling market.

The adoption of efficient chilled-water systems that save up to 30% in water consumption will boost the market for water-based cooling techniques. Further, the proliferated relocation of data centers to coastal regions, ocean water will be a major viable source for cooling during the forecast period. In addition, Microsoft’s under ocean data center experiment will be a key to the existence of water as a cool solution and expected to drive the data center cooling market during the forecast period.

Direct liquid cooling and immersion cooling solutions are highly adopted by the data center operators to facilitate the cooling of high-density racks up to 200 kW (for increased efficiency). China, the US, Japan, Germany, France, and the UK are some of the leading markets for direct liquid cooling and immersion cooling solutions. Further, multiple OEM partnerships is also likely to contribute to accelerated market growth.

Market Segmentation by Cooling Infrastructure

  • Cooling Systems
  • Other Infrastructure

Market Segmentation by Cooling Technique

  • Air-based Cooling
  • Liquid-based Cooling

Market Segmentation by Liquid Cooling Technique

  • Water-based Cooling Techniques
  • Direct Liquid and Immersion Cooling Techniques

Market Segmentation by Cooling Systems

  • CRAC & CARH
  • Chiller
  • Cooling Towers & Dry Coolers
  • Economizers

Data Center Cooling Market: Geography
Colocation providers along with hyperscale cloud data center developers are the major revenue contributors in the North America data center cooling market. The increased investment by the colocation service provider, hyperscale service provider, telecommunication, enterprises, government, and education services are expected to drive the market in the region. Besides, the market will also witness growth by introduction of innovative products to by vendors that will increase the sustainability of cooling systems.

The increased investment in the construction of modular datacenters and increased investment by hyperscale cloud data center developers are the key factors attributed to the growth of the market in Latin America. In UK, Netherlands, Germany, France, Ireland, Belgium, and Switzerland multiple projects are carried out by colocation, cloud, telecommunication and internet service providers, which is leading to the significant revenue growth in Western Europe. Further, evaporative/adiabatic coolers and free-cooling chillers are likely to gain traction in the region due to availability of over 6,000 hours per year free-cooling benefit.

The water-based cooling systems and air-based cooling solutions are likely to gain prominence in the MEA data center cooling market. The data center market in APAC is witnessing steady growth with continued investments from hyper-scale and cloud service provider. Also, the growing number of internet users, social media users, and businesses adopting cloud-based services are adding to the growth of the data center market. Further, China, India, Australia, Singapore, and Hong Kong are leading investors in the data center market in this region.

Key Vendor Analysis
The data center cooling market comprises of both global and local providers. There are several cooling infrastructure providers in the market offerings complete range of solutions as well as specific products. Further, the growing consumption of electricity by data center cooling units has pushed to vendors to introduce innovative and effective solutions for datacentres.  Innovations across infrastructure have led to the development of new products that have increased the efficiency of data center operations by 90% and reduce cooling OPEX up to 50%. In terms of revenue, leading vendors are expected to generate more revenue.

Major Vendors in the Global Data Center Cooling Market

  • Airedale Air Conditioning
  • Rittal
  • Schneider Electric
  • STULZ
  • Vertiv

Prominent Players in the Global Data Center Cooling Market

  • 3M
  • AIRSYS
  • Alfa Laval
  • Allied Control
  • Asetek
  • ClimateWorx International
  • Climaveneta
  • Coolcentric (Wakefield-Vette)
  • Condair Group
  • CoolIT Systems
  • Daikin Applied
  • Data Aire
  • Delta Group
  • Emicon
  • Green Revolution Cooling
  • KyotoCooling
  • Motivair Corp.
  • Munters
  • Nortek Air Solutions
  • Nortek Humidity
  • Pentair
  • QCooling
  • Trane
  • Renovo Zhuhai
  • Swegon
  • United Technologies
  • Vigilent
  • Wakefield-Vette

Key market insights include

  • The analysis of global data center cooling market provides market size and growth rate for the forecast period 2018-2024.
  • It offers comprehensive insights into current industry trends, trend forecast, and growth drivers about the global data center cooling market.
  • The report provides the latest analysis of market share, growth drivers, challenges, and investment opportunities.
  • It offers a complete overview of market segments and the regional outlook of the global data center cooling market.
  • The report offers a detailed overview of the vendor landscape, competitive analysis, and key market strategies to gain competitive advantage.
Note: Product cover images may vary from those shown
2 of 4

FEATURED COMPANIES

  • 3M
  • Asetek
  • Daikin Applied
  • KyotoCooling
  • Pentair
  • STULZ
  • MORE

1 Research Methodology

2 Research Objectives

3 Research Process

4 Scope & Coverage
4.1 Market Definition
4.2 Base Year
4.3 Scope of the study
4.4 Market Segments
4.4.1 Market Segmentation by Cooling Infrastructure
4.4.2 Market Segmentation by Cooling Systems
4.4.3 Market Segmentation by Cooling Technique
4.4.4 Market Segmentation by Geography

5 Report Assumptions & Caveats
5.1 Key Caveats
5.2 Currency Conversion
5.3 Market Derivation

6 Market at A Glance

7 Introduction
7.1 Data Center Site Selection Criteria
7.2 Data Center Standards Related to Cooling

8 Market Dynamics
8.1 Market Growth Enablers
8.1.1 Increase in Construction of Hyperscale Data Centers
8.1.2 Adoption of Energy-efficient Systems by Colocation Providers
8.1.3 Growing Facility Development Targeting PUE of <1.5
8.1.4 Increased Modular Data Center Deployment
8.1.5 Increasing Demand for Edge Data Centers
8.2 Market Growth Restraints
8.2.1 Increase in Power Consumption by Data Center Cooling Systems
8.2.2 Increasing Water Consumption by Data Centers
8.2.3 Increased Carbon Emissions from Data Centers
8.2.4 Higher Procurement Cost for Energy-efficient Infrastructure
8.3 Market Opportunities & Trends
8.3.1 District Heating by Data Centers
8.3.2 Growth in Construction of Cryptocurrency Data Centers
8.3.3 Increased Adoption of Automation & Monitoring Solutions
8.3.4 Favorable Locations for Data Center Construction & Cooling
8.3.5 Growing Rack Power Density
8.3.6 Data Center Innovations Targeting Cooling

9 Global Data Center Cooling Market
9.1 Market Overview
9.2 Market Size & Forecast
9.3 Five Forces Analysis
9.3.1 Threat of New Entrants
9.3.2 Bargaining Power of Suppliers
9.3.3 Bargaining Power of Buyers
9.3.4 Threat of Substitutes
9.3.5 Competitive Rivalry

10 By Infrastructure
10.1 Market Snapshot & Growth Engine
10.2 Cooling Systems
10.2.1 Market Size & Forecast
10.3 Other Infrastructure
10.3.1 Market Size & Forecast

11 By Cooling Systems
11.1 Market Snapshot & Growth Engine
11.2 CRAC & CRAH UNITS
11.2.1 Market Overview
11.2.2 Market Size & Forecast
11.3 Chiller Units
11.3.1 Market Overview
11.3.2 Market Size & Forecast
11.4 Cooling Towers & Dry Coolers
11.4.1 Market Overview
11.4.2 Market Size & Forecast
11.5 Economizers & Evaporative Coolers
11.5.1 Market Overview
11.5.2 Market Size & Forecast
11.6 Other Cooling Units
11.6.1 Market Overview
11.6.2 Market Size & Forecast

12 By Cooling Technique
12.1 Market Snapshot & Growth Engine
12.2 Air-Based Cooling Technique
12.2.1 Market Size & Forecast
12.3 Liquid-Based Cooling Technique
12.3.1 Market Size & Forecast

13 By Liquid Cooling Technique
13.1 Market Snapshot & Growth Engine
13.2 Water-Based Cooling Technique
13.2.1 Market Size & Forecast
13.3 Direct Liquid & Immersion Cooling Technique
13.3.1 Market Size & Forecast

14 By Geography
14.1 Market Snapshot & Growth Engine

15 North America
15.1 North America Snapshot & Growth Engine by Investment
15.2 Market Overview
15.3 US
15.3.1 Market Overview
15.3.2 Market Size & Forecast
15.3.3 Market by Infrastructure
15.3.4 Market by Cooling Systems
15.4 Canada
15.4.1 Market Overview
15.4.2 Market Size & Forecast
15.4.3 Market by Infrastructure
15.4.4 Market by Cooling Systems

16 Latin America
16.1 Latin America Snapshot & Growth Engine by Investment
16.2 Market Overview
16.3 Market Size & Forecast
16.4 Brazil
16.4.1 Market Overview
16.4.2 Market Size & Forecast
16.4.3 Market by Infrastructure
16.4.4 Market by Cooling Systems
16.5 Other Latin American Countries
16.5.1 Market Overview
16.5.2 Market Size & Forecast
16.5.3 Market by Infrastructure
16.5.4 Market by Cooling Systems

17 Western Europe
17.1 Western Europe Snapshot & Growth Engine by Investment
17.2 Market Overview
17.3 Market Size & Forecast
17.4 Market By Infrastructure
17.5 Market By Cooling Systems
17.6 UK
17.6.1 Market Overview
17.6.2 Market Size & Forecast
17.6.3 Market by Infrastructure
17.6.4 Market by Cooling Systems
17.7 Germany
17.7.1 Market Overview
17.7.2 Market Size & Forecast
17.7.3 Market by Infrastructure
17.7.4 Market by Cooling Systems
17.8 France
17.8.1 Market Overview
17.8.2 Market Size & Forecast
17.8.3 Market by Infrastructure
17.8.4 Market by Cooling Systems
17.9 Netherlands
17.9.1 Market Overview
17.9.2 Market Size & Forecast
17.9.3 Market by Infrastructure
17.9.4 Market by Cooling Systems
17.10 Other Countries
17.10.1  Market Overview
17.10.2  Market Size & Forecast
17.10.3  Market by Infrastructure
17.10.4  Market by Cooling Systems

18 Nordic Region
18.1 Nordic Snapshot & Growth Engine by Investment
18.2 Market Overview
18.3 Sweden
18.3.1 Market Overview
18.3.2 Market Size & Forecast
18.3.3 Market by Infrastructure
18.3.4 Market by Cooling Systems
18.4 Denmark
18.4.1 Market Overview
18.4.2 Market Size & Forecast
18.4.3 Market by Infrastructure
18.4.4 Market by Cooling Systems
18.5 Finland & Iceland
18.5.1 Market Overview
18.5.2 Market Size & Forecast
18.5.3 Market by Infrastructure
18.5.4 Market by Cooling Systems
18.6 Norway
18.6.1 Market Overview
18.6.2 Market Size & Forecast
18.6.3 Market by Infrastructure
18.6.4 Market by Cooling Systems

19 Central & Eastern Europe
19.1 Central & Eastern Europe Snapshot & Growth Engine by investment
19.2 Market Overview
19.3 Russia & Czech Republic
19.3.1 Market Overview
19.3.2 Market Size & Forecast
19.3.3 Market by Infrastructure
19.3.4 Market by Cooling Systems
19.4 Poland & Austria
19.4.1 Market Overview
19.4.2 Market Size & Forecast
19.4.3 Market by Infrastructure
19.4.4 Market by Cooling Systems
19.5 Other Countries
19.5.1 Market Overview
19.5.2 Market Size & Forecast
19.5.3 Market by Infrastructure
19.5.4 Market by Cooling Systems

20 Middle-East
20.1 Middle East Market Snapshot & Growth Engine by investment
20.2 Market Overview
20.3 Market Size & Forecast
20.4 GCC
20.4.1 Market Overview
20.4.2 Market Size & Forecast
20.4.3 Market by Infrastructure
20.4.4 Market by Cooling Systems
20.5 Other Middle Eastern Countries
20.5.1 Market Overview
20.5.2 Market Size & Forecast
20.5.3 Market by Infrastructure
20.5.4 Market by Cooling Systems

21 Africa
21.1 Africa Market Snapshot & Growth Engine by investment
21.2 Market Overview
21.3 Market Size & Forecast
21.4 South Africa
21.4.1 Market Overview
21.4.2 Market Size & Forecast
21.4.3 Market by Infrastructure
21.4.4 Market by Cooling Systems
21.5 Kenya
21.5.1 Market Overview
21.5.2 Market Size & Forecast
21.5.3 Market by Infrastructure
21.5.4 Market by Cooling Systems
21.6 Nigeria
21.6.1 Market Overview
21.6.2 Market Size & Forecast
21.6.3 Market by Infrastructure
21.6.4 Market by Cooling Systems
21.7 Other African Countries
21.7.1 Market Overview
21.7.2 Market Size & Forecast
21.7.3 Market by Infrastructure
21.7.4 Market by Cooling Systems

22 APAC
22.1 APAC Snapshot & Growth Engine by Investment
22.2 Market Overview
22.3 China & Hong Kong
22.3.1 Market Overview
22.3.2 Market Size & Forecast
22.3.3 Market By Infrastructure
22.3.4 Market By Cooling Systems
22.4 Australia & New Zealand
22.4.1 Market Overview
22.4.2 Market Size & Forecast
22.4.3 Market by infrastructure
22.4.4 Market by Cooling Systems
22.5 India
22.5.1 Market Overview
22.5.2 Market Size & Forecast
22.5.3 Market by Infrastructure
22.5.4 Market by Cooling Systems
22.6 Rest Of APAC
22.6.1 Market Overview
22.6.2 Market Size & Forecast
22.6.3 Market by Infrastructure
22.6.4 Market by Cooling Systems
22.7 Southeast Asia
22.7.1 Market Overview
22.7.2 Market Size & Forecast
22.8 Singapore
22.8.1 Market Overview
22.8.2 Market Size & Forecast
22.8.3 Market by Infrastructure
22.8.4 Market by Cooling Systems
22.9 Malaysia
22.9.1 Market Overview
22.9.2 Market Size & Forecast
22.9.3 Market by Infrastructure
22.9.4 Market by Cooling Systems
22.10 Thailand
22.10.1  Market Overview
22.10.2  Market Size & Forecast
22.10.3  Market by Infrastructure
22.10.4  Market by Cooling Systems
22.11 Indonesia
22.11.1  Market Overview
22.11.2  Market Size & Forecast
22.11.3  Market by Infrastructure
22.11.4  Market by Cooling Systems
22.12 Other Southeast Asian Countries
22.12.1  Market Overview
22.12.2  Market Size & Forecast
22.12.3  Market by Infrastructure
22.12.4  Market by Cooling Systems

23 Competitive Landscape
23.1 Competition Overview

24 Key Company Profiles
24.1 Airedale Air Conditioning
24.1.1 Business Overview
24.1.2 Major Product Offerings
24.1.3 Key News
24.2 RITTAL
24.2.1 Business Overview
24.2.2 Major Product Offerings
24.3 Schneider Electric
24.3.1 Business Overview
24.3.2 Major Product Offerings
24.3.3 Key News
24.4 STULZ
24.4.1 Business Overview
24.4.2 Major Product Offerings
24.4.3 Key News
24.5 VERTIV
24.5.1 Business Overview
24.5.2 Major Product Offerings
24.5.3 Key News

25 Other Prominent Vendors
25.1 3M
25.1.1 Business Overview
25.1.2 Product Offerings
25.2 AIRSYS
25.2.1 Business Overview
25.2.2 Product Offerings
25.3 Alfa Laval
25.3.1 Business Overview
25.3.2 Product Offerings
25.4 Allied Controls
25.4.1 Business Overview
25.4.2 Product Offerings
25.5 Asetek
25.5.1 Business Overview
25.5.2 Product Offerings
25.5.3 Key News
25.6 ClimateWorx
25.6.1 Business Overview
25.6.2 Product Offerings
25.7 Climaveneta (Mitsubishi Electric)
25.7.1 Business Overview
25.7.2 Product Offerings
25.8 Condair Group
25.8.1 Business Overview
25.8.2 Product Offerings
25.9 Coolcentric
25.9.1 Business Overview
25.9.2 Product Offerings
25.10 CoolIT Systems
25.10.1 Business Overview
25.10.2 Product Offerings
25.11 Daikin Applied (Daikin Industries)
25.11.1 Business overview
25.11.2 Product Offerings
25.12 Data Aire
25.12.1 Business Overview
25.12.2 Product Offerings
25.13 Delta Group
25.13.1 Business Overview
25.13.2 Product Offerings
25.14 Emicon
25.14.1 Business Overview
25.14.2 Product Offerings
25.15 Green Revolution Cooling (GRC)
25.15.1 Business Overview
25.15.2 Product Offerings
25.16 KyotoCooling
25.16.1 Business Overview
25.16.2 Product Offerings
25.17 Motivair Corp
25.17.1 Business Overview
25.17.2 Product Offerings
25.18 Munters
25.18.1 Business Overview
25.18.2 Product Offerings
25.19 Nortek Air Solutions
25.19.1 Business Overview
25.19.2 Product Offerings
25.20 Nortek Humidity (Condair Group)
25.20.1 Business Overview
25.20.2 Product Offerings
25.21 Pentair
25.21.1 Business Overview
25.21.2 Product Offerings
25.22 Qcooling
25.22.1 Business Overview
25.22.2 Product Offerings
25.23 Renovo Zhuhai
25.23.1 Business Overview
25.23.2 Product Offerings
25.23.3 Key News
25.24 Swegon
25.24.1 Business Overview
25.24.2 Product Offerings
25.25 Trane (Ingersoll Rand)
25.25.1 Business Overview
25.25.2 Product Offerings
25.25.3 Key News
25.26 United Technologies (CARRIER)
25.26.1 Business Overview
25.26.2 Product Offerings
25.26.3 Key News
25.27 Vigilent
25.27.1 Business Overview
25.27.2 Product Offerings
25.27.3 Key News
25.28 Wakefield-Vette
25.28.1 Business Overview
25.28.2 Product Offerings

26 Report Summary
26.1 Key Takeaways
26.2 Quantitative Summary
26.3 Global Data Center Cooling Market
26.3.1 Market by Infrastructure
26.3.2 Market by Cooling Systems
26.3.3 Market by Cooling Technique
26.4 Market by Geography
26.5 Data Center Cooling Market by North America
26.5.1 Market by Countries
26.5.2 Market by Infrastructure
26.5.3 Market by Cooling Systems
26.5.4 Market by Cooling Technique
26.5.5 Market in US
26.5.6 Market in Canada
26.6 Data Center Cooling Market in Latin America
26.6.1 Market by Countries
26.6.2 Market by Infrastructure
26.6.3 Market by Cooling Systems
26.6.4 Market by Cooling Technique
26.6.5 Market in Brazil
26.6.6 Market in Other Latin America Countries
26.7 Data Center Cooling Market in Western Europe
26.7.1 Market by Countries
26.7.2 Market by Infrastructure
26.7.3 Market by Cooling Systems
26.7.4 Market by Cooling Technique
26.7.5 Market in UK
26.7.6 Market in Netherlands
26.7.7 Market in Germany
26.7.8 Market in France
26.7.9 Market in Other Western European Countries
26.8 Data Center Cooling Market in Nordics
26.8.1 Market by Countries
26.8.2 Market by Infrastructure
26.8.3 Market by Cooling Systems
26.8.4 Market in Denmark
26.8.5 Market in Norway
26.8.6 Market in Sweden
26.8.7 Market in Finland & Iceland
26.9 Data Center Cooling Market in Central & Eastern Europe
26.9.1 Market by Countries
26.9.2 Market by Infrastructure
26.9.3 Market by Cooling Systems
26.9.4 Market by Cooling Technique
26.9.5 Market in Russia & Czech Republic
26.9.6 Market in Poland & Austria
26.9.7 Market by Other Central and Eastern
26.10 Data Center Cooling Market in Middle East
26.10.1 Market by Countries
26.10.2 Market by Infrastructure
26.10.3 Market by Cooling Systems
26.10.4 Market in GCC
26.10.5 Market in Other Middle-East Countries
26.11 Data Center Cooling Market in Africa
26.11.1 Market by Countries
26.11.2 Market by Infrastructure
26.11.3 Market by Cooling Systems
26.11.4 Market by Cooling Technique
26.11.5 Market in South Africa
26.11.6 Market in Nigeria
26.11.7 Market in Kenya
26.11.8 Market in Other African Countries
26.12 Data Center Cooling Market in APAC
26.12.1 Market by Countries
26.12.2 Market by Infrastructure
26.12.3 Market by Cooling Systems
26.12.4 Market by Cooling Technique
26.12.5 Market in China & Hong Kong
26.12.6 Market in Southeast Asia
26.12.7 Market by Singapore
26.12.8 Market in Malaysia
26.12.9 Market in Thailand
26.12.10 Market in Indonesia
26.12.11 Market in Other Southeastern Asian Countries
26.12.12 Market in India
26.12.13 Market in Australia & New Zealand
26.12.14 Market in Rest of APAC

27 Appendix
27.1 Abbreviations

List of Exhibits
Exhibit 1 Segmentation of Global Data Center Cooling Market
Exhibit 2 Market Size Calculation Approach 2018
Exhibit 3 Data Center Site Selection and Weightage
Exhibit 4 Increase in Construction of Hyperscale Data Centers
Exhibit 5 Adoption of Energy-efficient Systems by Colocation Providers
Exhibit 6 Growing Facility Development Targeting PUE of <1.5
Exhibit 7 Increased Modular Data Center Deployment
Exhibit 8 Increasing Demand for Edge Data Centers
Exhibit 9 Increase in Power Consumption by Data Center Cooling Systems
Exhibit 10 Increasing Water Consumption by Data Centers
Exhibit 11 Increased Carbon Emissions from Data Centers
Exhibit 12 Higher Procurement Cost for Energy-efficient Infrastructure
Exhibit 13 District Heating by Data Centers
Exhibit 14 Growth in Construction of Cryptocurrency Data Centers
Exhibit 15 Increased Adoption of Automation & Monitoring Solutions
Exhibit 16 Favorable Locations for Data Center Construction & Cooling
Exhibit 17 Growing Rack Power Density.
Exhibit 18 Data Center Innovations Targeting Cooling
Exhibit 19 Global Data Center Cooling Market 2018–2024 ($ billion)
Exhibit 20 Five Forces Analysis 2018
Exhibit 21 Incremental Growth by Infrastructure 2018─2024
Exhibit 22 Global Data Center Cooling Systems Market 2018─2024 ($ billion)
Exhibit 23 Global Data Center Other Cooling Infrastructure Market 2018─2024 ($ billion)
Exhibit 24 Incremental Growth by Cooling Systems 2018─2024
Exhibit 25 Global Data Center CRAC & CRAH Market 2018─2024 ($ billion)
Exhibit 26 Global Data Center Chiller Units Market 2018─2024 ($ billion)
Exhibit 27 Global Data Center Cooling Towers & Dry Coolers Market 2018─2024 ($ billion)
Exhibit 28 Global Data Center Economizers & Evaporative Coolers Market 2018─2024 ($ billion)
Exhibit 29 Global Data Center Other Cooling Units Market 2018─2024 ($ billion)
Exhibit 30 Incremental Growth by Cooling Techniques 2018─2024
Exhibit 31 Global Data Center Air-based Cooling Market 2018─2024 ($ billion)
Exhibit 32 Global Data Center Liquid-based Cooling Market 2018─2024 ($ billion)
Exhibit 33 Incremental Growth by Cooling Techniques 2018─2024
Exhibit 34 Global Data Center Water-based Cooling Market 2018─2024 ($ billion)
Exhibit 35 Global Data Center Direct Liquid & Immersion Cooling Market 2018─2024 ($ billion)
Exhibit 36 Incremental Growth by Geography 2018–2024
Exhibit 37 Data Center Cooling Market by Geography 2018 ($ billion)
Exhibit 38 Incremental Growth in North America by Investment 2018─2024 ($ million)
Exhibit 39 Data Center Cooling Market in US  2018─2024 ($ million)
Exhibit 40 Data Center Cooling Market by Infrastructure in US 2018─2024 ($ million)
Exhibit 41 Data Center Cooling Market in US by Systems 2018─2024 ($ million)
Exhibit 42 Data Center Cooling Market in Canada 2018─2024 ($ million)
Exhibit 43 Data Center Cooling Market by Infrastructure in Canada 2018─2024 ($ million)
Exhibit 44 Data Center Cooling Market in Canada by Systems 2018─2024 ($ million)
Exhibit 45 Incremental Growth in Latin America by Investment 2018─2024 ($ million)
Exhibit 46 Data Center Cooling Market in Brazil 2018─2024 ($ million)
Exhibit 47 Data Center Cooling Market by Infrastructure in Brazil 2018─2024 ($ million)
Exhibit 48 Data Center Cooling Market in Brazil by Systems 2018─2024 ($ million)
Exhibit 49 Data Center Cooling Market in Other Countries 2018─2024 ($ million)
Exhibit 50 Data Center Cooling Market by Infrastructure in Other Countries 2018─2024 ($ million)
Exhibit 51 Data Center Cooling Market in Other Countries by Systems 2018─2024 ($ million)
Exhibit 52 Incremental Growth in Western Europe by Investment 2018─2024 ($ million)
Exhibit 53 Data Center Cooling Market in Western Europe 2018─2024 ($ million)
Exhibit 54 Data Center Cooling Market by Infrastructure in Western Europe 2018─2024 ($ million)
Exhibit 55 Data Center Cooling Market in Western Europe by Systems 2018─2024 ($ million)
Exhibit 56 Data Center Cooling Market in UK 2018─2024 ($ million)
Exhibit 57 Data Center Cooling Market by Infrastructure in UK 2018─2024 ($ million)
Exhibit 58 Data Center Cooling Market in UK by Systems 2018─2024 ($ million)
Exhibit 59 Data Center Cooling Market in Germany 2018─2024 ($ million)
Exhibit 60 Data Center Cooling Market by Infrastructure in Germany 2018─2024 ($ million)
Exhibit 61 Data Center Cooling Market in Germany by Systems 2018─2024 ($ million)
Exhibit 62 Data Center Cooling Market in France 2018─2024 ($ million)
Exhibit 63 Data Center Cooling Market by Infrastructure in France 2018─2024 ($ million)
Exhibit 64 Data Center Cooling Market in France by Systems 2018─2024 ($ million)
Exhibit 65 Data Center Cooling Market in Netherlands 2018─2024 ($ million)
Exhibit 66 Data Center Cooling Market by Infrastructure in Netherlands 2018─2024 ($ million)
Exhibit 67 Data Center Cooling Market in Netherlands by Systems 2018─2024 ($ million)
Exhibit 68 Data Center Cooling Market in Other Countries 2018─2024 ($ million)
Exhibit 69 Data Center Cooling Market by Infrastructure in Other Countries 2018─2024 ($ million)
Exhibit 70 Data Center Cooling Market in Other Countries by Systems 2018─2024 ($ million)
Exhibit 71 Incremental Growth in Nordic by Investment 2018─2024 ($ million)
Exhibit 72 Data Center Cooling Market in Sweden 2018─2024 ($ million)
Exhibit 73 Data Center Cooling Market by Infrastructure in Sweden 2018─2024 ($ million)
Exhibit 74 Data Center Cooling Market in Sweden by Systems 2018─2024 ($ million)
Exhibit 75 Data Center Cooling Market in Denmark 2018─2024 ($ million)
Exhibit 76 Data Center Cooling Market by Infrastructure in Denmark 2018─2024 ($ million)
Exhibit 77 Data Center Cooling Market in Denmark by Systems 2018─2024 ($ million)
Exhibit 78 Data Center Cooling Market in Finland & Iceland 2018─2024 ($ million)
Exhibit 79 Data Center Cooling Market by Infrastructure in Finland & Iceland 2018─2024 ($ million)
Exhibit 80 Data Center Cooling Market in Finland & Iceland by Systems 2018─2024 ($ million)
Exhibit 81 Data Center Cooling Market in Norway 2018─2024 ($ million)
Exhibit 82 Data Center Cooling Market by Infrastructure in Norway 2018─2024 ($ million)
Exhibit 83 Data Center Cooling Market in Norway by Systems 2018─2024 ($ million)
Exhibit 84 Incremental Growth in Central & Eastern Europe by Investment 2018–2024 ($ million)
Exhibit 85 Data Center Cooling Market in Russia & Czech Republic 2018─2024 ($ million)
Exhibit 86 Data Center Cooling Market by Infrastructure in Russia & Czech Republic 2018─2024 ($ million)
Exhibit 87 Data Center Cooling Market in Russia & Czech Republic by Systems 2018─2024 ($ million)
Exhibit 88 Data Center Cooling Market in Poland & Austria 2018─2024 ($ million)
Exhibit 89 Data Center Cooling Market by Infrastructure in Poland & Austria 2018─2024 ($ million)
Exhibit 90 Data Center Cooling Market in Poland & Austria by Systems 2018─2024 ($ million)
Exhibit 91 Data Center Cooling Market in Other Countries 2018─2024 ($ million)
Exhibit 92 Data Center Cooling Market by Infrastructure in Other Countries 2018─2024 ($ million)
Exhibit 93 Data Center Cooling Market in Other Countries by Systems 2018─2024 ($ million)
Exhibit 94 Incremental Growth in Middle East by Investment 2018−2024 ($ million)
Exhibit 95 Data Center Cooling Market in GCC 2018─2024 ($ million)
Exhibit 96 Data Center Cooling Market by Infrastructure in GCC 2018─2024 ($ million)
Exhibit 97 Data Center Cooling Market in GCC by Systems 2018─2024 ($ million)
Exhibit 98 Data Center Cooling Market in Other ME Countries 2018─2024 ($ million)
Exhibit 99 Data Center Cooling Market by Infrastructure in Other Countries 2018─2024 ($ million)
Exhibit 100 Data Center Cooling Market in Other ME Countries by Systems 2018─2024 ($ million)
Exhibit 101 Incremental Growth in Africa by Investment 2018−2024 ($ million)
Exhibit 102 Data Center Cooling Market in South Africa 2018─2024 ($ million)
Exhibit 103 Data Center Cooling Market by Infrastructure in South Africa 2018─2024 ($ million)
Exhibit 104 Data Center Cooling Market in South Africa by Systems 2018─2024 ($ million)
Exhibit 105 Data Center Cooling Market in Kenya 2018─2024 ($ million)
Exhibit 106 Data Center Cooling Market by Infrastructure in Kenya 2018─2024 ($ million)
Exhibit 107 Data Center Cooling Market in Kenya by Systems 2018─2024 ($ million)
Exhibit 108 Data Center Cooling Market in Nigeria 2018─2024 ($ million)
Exhibit 109 Data Center Cooling Market by Infrastructure in Nigeria 2018─2024 ($ million)
Exhibit 110 Data Center Cooling Market in Nigeria by Systems 2018─2024 ($ million)
Exhibit 111 Data Center Cooling Market in Other African Countries 2018─2024 ($ million)
Exhibit 112 Data Center Cooling Market by Infrastructure in Other Countries 2018─2024 ($ million)
Exhibit 113 Data Center Cooling Market in Other Countries by Systems 2018─2024 ($ million)
Exhibit 114 Incremental Growth in APAC by Investment 2018─2024 ($ million)
Exhibit 115 Data Center Cooling Market in China & Hong Kong 2018─2024 ($ million)
Exhibit 116 Data Center Cooling Market by Infrastructure in China & Hong Kong 2018─2024 ($ million)
Exhibit 117 Data Center Cooling Market in China & Hong Kong by Systems 2018─2024 ($ million)
Exhibit 118 Data Center Cooling Market in ANZ 2018─2024 ($ million)
Exhibit 119 Data Center Cooling Market by Infrastructure in ANZ 2018─2024 ($ million)
Exhibit 120 Data Center Cooling Market in ANZ by Systems 2018─2024 ($ million)
Exhibit 121 Data Center Cooling Market in India 2018─2024 ($ million)
Exhibit 122 Data Center Cooling Market by Infrastructure in India 2018─2024 ($ million)
Exhibit 123 Data Center Cooling Market in India by Systems 2018─2024 ($ million)
Exhibit 124 Data Center Cooling Market in Rest of APAC 2018─2024 ($ million)
Exhibit 125 Data Center Cooling Market by Infrastructure in Rest of APAC 2018─2024 ($ million)
Exhibit 126 Data Center Cooling Market in Rest of APAC by Systems 2018─2024 ($ million)
Exhibit 127 Data Center Cooling Market in Singapore 2018─2024 ($ million)
Exhibit 128 Data Center Cooling Market by Infrastructure in Singapore 2018─2024 ($ million)
Exhibit 129 Data Center Cooling Market in Singapore by Systems 2018─2024 ($ million)
Exhibit 130 Data Center Cooling Market in Malaysia 2018─2024 ($ million)
Exhibit 131 Data Center Cooling Market by Infrastructure in Malaysia 2018─2024 ($ million)
Exhibit 132 Data Center Cooling Market in Malaysia by Systems 2018─2024 ($ million)
Exhibit 133 Data Center Cooling Market in Thailand 2018─2024 ($ million)
Exhibit 134 Data Center Cooling Market by Infrastructure in Thailand 2018─2024 ($ million)
Exhibit 135 Data Center Cooling Market in Thailand by Systems 2018─2024 ($ million)
Exhibit 136 Data Center Cooling Market in Indonesia 2018─2024 ($ million)
Exhibit 137 Data Center Cooling Market by Infrastructure in Indonesia 2018─2024 ($ million)
Exhibit 138 Data Center Cooling Market in Indonesia by Systems 2018─2024 ($ million)
Exhibit 139 Data Center Cooling Market in Other SEA Countries 2018─2024 ($ million)
Exhibit 140 Data Center Cooling Market by Infrastructure in Other Countries 2018─2024 ($ million)
Exhibit 141 Data Center Cooling Market in Other Countries by Systems 2018─2024 ($ million)
 
List of Tables
Table 1  Key Caveats
Table 2  Currency Conversion 2013−2018
Table 3  Data Center Cooling Market in Americas 2018─2024 ($ billion)
Table 4  Data Center Cooling Market in Latin Americas 2018─2024 ($ billion)
Table 5  Data Center Cooling Market in Western Europe 2018─2024 ($ million)
Table 6  Data Center Cooling Market in Nordic Region 2018─2024 ($ million)
Table 7  Data Center Cooling Market in Central & Eastern Europe 2018─2024 ($ billion)
Table 8  Data Center Cooling Market in Middle East 2018─2024 ($ billion)
Table 9  Data Center Cooling Market in Africa 2018─2024 ($ million)
Table 10 Data Center Cooling Market in APAC 2018─2024 ($ billion)
Table 11 Data Center Cooling Market in Southeast Asia 2018─2024 ($ billion)
Table 12 Airedale Air Conditioning: Product Offerings
Table 13 Rittal: Product Offerings
Table 14 Schneider Electric: Product Offerings
Table 15 Schneider Electric: Product Offerings
Table 16 Vertiv: Product Offerings
Table 17 Global Data Center Cooling Market by Infrastructure 2018─2024 ($ billion)
Table 18 Global Data Center Cooling Market by Cooling Systems 2018─2024 ($ billion)
Table 19 Global Data Center Cooling Market by Technique 2018─2024
Table 20 Global Data Center Cooling Market by Geography 2018─2024
Table 21 Data Center Cooling Market in North America by Countries 2018─2024 ($ million)
Table 22 Data Center Cooling Market in North America by Infrastructure 2018─2024 ($ million)
Table 23 Data Center Cooling Market in North America by Systems 2018─2024 ($ million)
Table 24 Global Data Center Cooling Market by Technique 2018─2024 ($ million)
Table 25 Data Center Cooling Market in US by Infrastructure 2018─2024 ($ million)
Table 26 Data Center Cooling Market in US by Cooling Systems 2018─2024 ($ million)
Table 27 Data Center Cooling Market in Canada by Infrastructure 2018─2024 ($ million)
Table 28 Data Center Cooling Market in Canada by Cooling Systems 2018─2024 ($ million)
Table 29 Data Center Cooling Market in Latin America by Countries 2018─2024 ($ million)
Table 30 Data Center Cooling Market in Latin America by Infrastructure 2018─2024 ($ million)
Table 31 Data Center Cooling Market in Latin America by Cooling Systems 2018─2024 ($ million)
Table 32 Data Center Cooling Market in Latin America by Cooling Technique 2018─2024 ($ million)
Table 33 Data Center Cooling Market in Brazil by Infrastructure 2018─2024 ($ million)
Table 34 Data Center Cooling Market in Brazil by Cooling Systems 2018─2024 ($ million)
Table 35 Global Data Center Direct Liquid & Immersion Cooling Market 2018─2024 ($ billion)
Table 36 Incremental Growth by Geography 2018–2024
Table 37 Data Center Cooling Market in Western Europe by Countries 2018─2024 ($ million)
Table 38 Data Center Cooling Market in Western Europe by Infrastructure 2018─2024 ($ million)
Table 39 Data Center Cooling Market in Western Europe by Systems 2018─2024 ($ million)
Table 40 Data Center Cooling Market in Western Europe by Technique 2018─2024 ($ million)
Table 41 Data Center Cooling Market in UK by Infrastructure 2018─2024 ($ million)
Table 42 Data Center Cooling Market in UK by Systems 2018─2024 ($ million)
Table 43 Data Center Cooling Market in Netherlands by Infrastructure 2018─2024 ($ million)
Table 44 Data Center Cooling Market in Netherlands by Cooling Systems 2018─2024 ($ million)
Table 45 Data Center Cooling Market in Germany by Infrastructure 2018─2024 ($ million)
Table 46 Data Center Cooling Market in Germany by Cooling Systems 2018─2024 ($ million)
Table 47 Data Center Cooling Market in France by Infrastructure 2018─2024 ($ million)
Table 48 Data Center Cooling Market in France by Cooling Systems 2018─2024 ($ million)
Table 49 Data Center Cooling Market in France by Infrastructure 2018─2024 ($ million)
Table 50 Data Center Cooling Market in France by Cooling Systems 2018─2024 ($ million)
Table 51 Data Center Cooling Market by Nordic Countries 2018─2024 ($ million)
Table 52 Data Center Cooling Market in Nordic Region by Infrastructure 2018─2024 ($ million)
Table 53 Data Center Cooling Market in Nordic Region by Cooling Systems 2018─2024 ($ million)
Table 54 Data Center Cooling Market in Nordic Region by Cooling Technique 2018─2024 ($ million)
Table 55 Data Center Cooling Market in Denmark by Infrastructure 2018─2024 ($ million)
Table 56 Data Center Cooling Market in Denmark by Cooling Systems 2018─2024 ($ million)
Table 57 Data Center Cooling Market in Norway by Infrastructure 2018─2024 ($ million)
Table 58 Data Center Cooling Market in Norway by Cooling Systems 2018─2024 ($ million)
Table 59 Data Center Cooling Market in Sweden by Infrastructure 2018─2024 ($ million)
Table 60 Data Center Cooling Market in Sweden by Cooling Systems 2018─2024 ($ million)
Table 61 Data Center Cooling Market in Finland & Iceland by Infrastructure 2018─2024($ million)
Table 62 Data Center Cooling Market in Finland & Iceland by Cooling Systems 2018─2024 ($ million)
Table 63 Data Center Cooling Market in Central & Eastern Europe by Countries 2018─2024 ($ million)
Table 64 Data Center Cooling Market in Central & Eastern Europe by Infrastructure 2018─2024 ($ million)
Table 65 Data Center Cooling Market in Central & Eastern Europe by Cooling Systems 2018─2024 ($ million)
Table 66 Data Center Cooling Market in Central & Eastern Europe by Cooling Technique 2018─2024 ($ million)
Table 67 Data Center Cooling Market in Russia & Czech Republic by Infrastructure 2018─2024($ million)
Table 68 Data Center Cooling Market in Russia & Czech Republic by Cooling Systems 2018─2024 ($ million)
Table 69 Data Center Cooling Market in Poland & Austria by Infrastructure 2018─2024 ($ million)
Table 70 Data Center Cooling Market in Poland & Austria by Cooling Systems 2018─2024 ($ million)
Table 71 Data Center Cooling Market in Other CEE Nations by Infrastructure 2018─2024 ($ million)
Table 72 Data Center Cooling Market in Other CEE Nations by Cooling Systems 2018─2024 ($ million)
Table 73 Data Center Cooling Market in Middle East by Middle Eastern Regions 2018─2024 ($ million)
Table 74 Data Center Cooling Market in Middle East by Infrastructure 2018─2024 ($ million)
Table 75 Data Center Cooling Market in Middle East by Cooling Systems 2018─2024 ($ million)
Table 76 Data Center Cooling Market in Middle East by Cooling Technique 2018─2024 ($ million)
Table 77 Data Center Cooling Market in GCC by Infrastructure 2018─2024($ million)
Table 78 Data Center Cooling Market in GCC by Cooling Systems 2018─2024 ($ million)
Table 79 Data Center Cooling Market in Other ME Countries by Infrastructure 2018─2024($ million)
Table 80 Data Center Cooling Market in Other ME Countries by Cooling Systems 2018─2024 ($ million)
Table 81 Data Center Cooling Market in Africa by Countries 2018─2024 ($ million)
Table 82 Data Center Cooling Market in Africa by Infrastructure 2018─2024 ($ million)
Table 83 Data Center Cooling Market in Africa by Cooling Systems 2018─2024 ($ million)
Table 84 Data Center Cooling Market in Africa by Cooling Technique 2018─2024 ($ million)
Table 85 Data Center Cooling Market in South Africa by Infrastructure 2018─2024 ($ million)
Table 86 Data Center Cooling Market in South Africa by Cooling Systems 2018─2024 ($ million)
Table 87 Data Center Cooling Market in Nigeria by Infrastructure 2018─2024 ($ million)
Table 88 Data Center Cooling Market in Nigeria by Cooling Systems 2018─2024 ($ million)
Table 89 Data Center Cooling Market in Kenya by Infrastructure 2018─2024 ($ million)
Table 90 Data Center Cooling Market in Kenya by Cooling Systems 2018─2024 ($ million)
Table 91 Data Center Cooling Market in Other African Countries by Infrastructure 2018─2024 ($ million)
Table 92 Data Center Cooling Market in Other African Countries by Cooling Systems 2018─2024 ($ million)
Table 93 Data Center Cooling Market in APAC by Infrastructure 2018─2024 ($ billion)
Table 94 Data Center Cooling Market in APAC by Cooling Systems 2018─2024 ($ billion)
Table 95 Data Center Cooling Market in APAC by Cooling Technique 2018─2024 ($ billion)
Table 96 Data Center Cooling Market in China & Hong Kong by Infrastructure 2018─2024 ($ million)
Table 97 Data Center Cooling Market in China & Hong Kong by Cooling Systems 2018─2024 ($ million)
Table 98 Data Center Cooling Market in Southeast Asia by Countries 2018─2024 ($ million)
Table 99 Data Center Cooling Market in Southeast Asia by Infrastructure 2018─2024 ($ million)
Table 100 Data Center Cooling Market in Southeast Asia by Cooling Systems 2018─2024 ($ million)
Table 101 Data Center Cooling Market in Southeast Asia by Cooling Technique 2018─2024 ($ million)
Table 102 Data Center Cooling Market in Singapore by Infrastructure 2018─2024 ($ million)
Table 103 Data Center Cooling Market in Singapore by Cooling Systems 2018─2024 ($ million)
Table 104 Data Center Cooling Market in Malaysia by Infrastructure 2018─2024 ($ million)
Table 105 Data Center Cooling Market in Malaysia by Cooling Systems 2018─2024 ($ million)
Table 106 Data Center Cooling Market in Thailand by Infrastructure 2018─2024 ($ million)
Table 107 Data Center Cooling Market in Thailand by Cooling Systems 2018─2024 ($ million)
Table 108 Data Center Cooling Market in Indonesia by Infrastructure 2018─2024 ($ million)
Table 109 Data Center Cooling Market in Indonesia by Cooling Systems 2018─2024 ($ million)
Table 110 Data Center Cooling Market in Other SEA Nations by Infrastructure 2018─2024 ($ million)
Table 111 Data Center Cooling Market in Other SEA Countries by Cooling Systems 2018─2024 ($ million)
Table 112 Data Center Cooling Market in India by Infrastructure 2018─2024 ($ million)
Table 113 Data Center Cooling Market in India by Cooling Systems 2018─2024($ million)
Table 114 Data Center Cooling Market in ANZ by Infrastructure 2018─2024 ($ million)
Table 115 Data Center Cooling Market in ANZ by Cooling Systems 2018─2024 ($ million)
Table 116 Data Center Cooling Market in Rest of APAC by Infrastructure 2018─2024 ($ million)
Table 117 Data Center Cooling Market in Rest of APAC by Cooling Systems 2018─2024 ($ million)

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  •  3M
  • Airedale Air Conditioning
  • AIRSYS
  • Alfa Laval
  • Allied Control
  • Asetek
  • ClimateWorx International
  • Climaveneta
  • Condair Group
  • Coolcentric (Wakefield-Vette)
  • CoolIT Systems
  • Daikin Applied
  • Data Aire
  • Delta Group
  • Emicon
  • Green Revolution Cooling
  • KyotoCooling
  • Motivair Corp.
  • Munters
  • Nortek Air Solutions
  • Nortek Humidity
  • Pentair
  • Qcooling
  • Renovoair Zhuhai Co.
  • Rittal
  • Schneider Electric
  • STULZ
  • Swegon
  • Trane
  • United Technologies (CARRIER)
  • Vertiv
  • Vigilent
  • Wakefield-Vette
Note: Product cover images may vary from those shown
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