Robeco logo

免責聲明

1. 一般事項

請細閱以下資料。

此網站由Robeco Hong Kong Limited(「荷寶」)擬備及刊發,荷寶是獲香港證券及期貨事務監察委員會發牌從事第1類(證券交易)、第4類(就證券提供意見)及第9類(資產管理)受規管活動的企業。荷寶不持有客戶資產,並受到發牌條件所規限。荷寶在擴展至零售業務之前,必須先得到證監會的批准。本網頁未經證券及期貨事務監察委員會或香港的任何監管當局審閱。

2. 風險披露聲明

Robeco Capital Growth Funds以其特定的投資政策或其他特徵作識別,請小心閱讀有關Robeco Capital Growth Funds的風險:

  • 部份基金可涉及投資、市場、股票投資、流動性、交易對手、證券借貸及外幣風險及小型及/或中型公司的相關風險。

  • 部份基金所涉及投資於新興市場的風險包括政治、經濟、法律、規管、市場、結算、執行交易、交易對手及貨幣風險。

  • 部份基金可透過合格境外機構投資者("QFII")及/或 人民幣合格境外機構投資者 ("RQFII")及/或 滬港通計劃直接投資於中國A股,當中涉及額外的結算、規管、營運、交易對手及流動性風險。

  • 就分派股息類別,部份基金可能從資本中作出股息分派。股息分派若直接從資本中撥付,這代表投資者獲付還或提取原有投資本金的部份金額或原有投資應佔的任何資本收益,該等分派可能導致基金的每股資產淨值即時減少。

  • 部份基金投資可能集中在單一地區/單一國家/相同行業及/或相同主題營運。 因此,基金的價值可能會較為波動。

  • 部份基金使用的任何量化技巧可能無效,可能對基金的價值構成不利影響。

  • 除了投資、市場、流動性、交易對手、證券借貸、(反向)回購協議及外幣風險,部份基金可涉及定息收入投資有關的風險包括信貨風險、利率風險、可換股債券的風險、資產抵押證券的的風險、投資於非投資級別或不獲評級證券的風險及投資於未達投資級別主權證券的風險。

  • 部份基金可大量運用金融衍生工具。荷寶環球消費新趨勢股票可為對沖目的及為有效投資組合管理而運用金融衍生工具。運用金融衍生工具可涉及較高的交易對手、流通性及估值的風險。在不利的情況下,部份基金可能會因為使用金融衍生工具而承受重大虧損(甚至損失基金資產的全部)。

  • 荷寶歐洲高收益債券可涉及投資歐元區的風險。

  • 投資者在Robeco Capital Growth Funds的投資有可能大幅虧損。投資者應該參閱Robeco Capital Growth Funds之銷售文件內的資料﹙包括潛在風險﹚,而不應只根據這文件內的資料而作出投資。


3. 當地的法律及銷售限制

此網站僅供“專業投資者”進接(其定義根據香港法律《證券及期貨條例》(第571章)和/或《證券及期貨(專業投資者)規則》(第571D章)所載)。此網站並非以在禁止刊發或提供此網站(基於該人士的國籍、居住地或其他原因)的任何司法管轄區內的任何人士為對象。受該等禁例限制的人士或並非上述訂明的人士不得登入此網站。登入此網站的人士需注意,他們有責任遵守所有當地法例及法規。一經登入此網站及其任何網頁,即確認閣下已同意並理解以下使用條款及法律資料。若閣下不同意以下條款及條件,不得登入此網站及其任何網頁。

此網站所載的資料僅供資料參考用途。

在此網站發表的任何資料或意見,概不構成購買、出售或銷售任何投資,參與任何其他交易或提供任何投資建議或服務的招攬、要約或建議。此網站所載的資料並不構成投資意見或建議,擬備時並無考慮可能取得此網站的任何特定人士的個別目標、財務狀況或需要。投資於荷寶產品前,必須先細閱相關的法律文件,例如管理法規、基金章程、最新的年度及半年度報告,所有該等文件可於www.robeco.com/hk/zh免費下載,亦可向荷寶於香港的辦事處免費索取。

4. 使用此網站

有關資料建基於特定時間適用的若干假設、資料及條件,可隨時更改,毋需另行通知。儘管荷寶旨在提供準確、完整及最新的資料,並獲取自相信為可靠的資料來源,但概不就該等資料的準確性或完整性作出明示或暗示的保證或聲明。

登入此網站的人士需為其資料的選擇和使用負責。

5. 投資表現

概不保證將可達到任何投資產品的投資目標。並不就任何投資產品的表現或投資回報作出陳述或承諾。閣下的投資價值可能反覆波動。荷寶投資產品的資產價值可能亦會因投資政策及/或金融市場的發展而反覆波動。過去所得的業績並不保證未來回報。此網站所載的往績、預估或預測不應被視為未來表現的指示或保證,概不就未來表現作出任何明示或暗示的陳述或保證。基金的表現數據以月底的交易價格為基礎,並以總回報基礎及股息再作投資計算。對比基準的回報數據顯示未計管理及/或表現費前的投資管理業績;基金回報包括股息再作投資,並以基準估值時的價格及匯率計算的資產淨值為基礎。

投資涉及風險。往績並非未來表現的指引。準投資者在作出任何投資決定前,應細閱相關發售文件所載的條款及條件,特別是投資政策及風險因素。投資者應確保其完全明白與基金相關的風險,並應考慮其投資目標及風險承受程度。投資者應注意,基金股份的價格及收益(如有)可能反覆波動,並可能在短時間內大幅變動,投資者或無法取回其投資於基金的金額。若有任何疑問,請諮詢獨立財務及有關專家的意見。

6. 第三者網站

本網站含有來自第三方的資料或第三方經營的網站連結,而其中部分該等公司與荷寶沒有任何聯繫。跟隨連結登入任何其他此網站以外的網頁或第三方網站的風險,應由跟隨該連結的人士自行承擔。荷寶並無審閱此網站所連結或提述的任何網站,概不就該等網站的內容或所提供的產品、服務或其他項目作出推許或負上任何責任。荷寶概不就使用或依賴第三方網站所載的資料而導致的任何虧損或損毀負上法侓責任,包括(但不限於)任何虧損或利益或任何其他直接或間接的損毀。 此網站以外的網頁或第三方網站皆旨在作參考之用。

7. 責任限制

荷寶及(潛在的)其他網站資料供應商概不就此網站內容或其所載的資料或建議負責,而該等內容、資料或建議可予更改,毋需另行通知。

荷寶並無責任確保及保證此網站的功能將不受干擾或並無失誤。荷寶概不就有關荷寶(交易)服務電郵訊息的後果承擔任何責任,該等電郵訊息可能無法接收或發出、損毀、不正確接收或發出或並無準時接收或發出。

荷寶亦不就因登入及使用此網站而可能導致的任何虧損或損毀負責。

8. 知識產權

所有版權、專利、知識產權和其他財產,以及有關此網站資料的授權均由荷寶持有及獲取。該等權利不會轉授予查閱有關資料的人士。

9. 私隠

荷寶保證將會根據現行的資料保障法例,以保密方式處理登入此網站的人士的數據。除非荷寶需按法律責任行事,否則在未經登入此網站的人士許可,不會向第三方提供該等數據。 請於我們的私隱及Cookie政策 中查找更多詳情。

10. 適用法律

此網站受香港法律監管及據此解釋。因此網站導致或有關此網站的所有爭議應交由香港法庭作出專有裁決。

如果您已閱讀並理解本頁並同意上述免責聲明以及同意荷寶收集和使用您的個人資料,用於私隱及Cookie政策 所列的收集和使用個人資料的目的(包括用於直接推廣荷寶的產品或服務),請點擊“我同意”按鈕。否則,請點擊“我不同意”離開本網站。


我不同意

18-06-2024 · 市場觀點

Data center clouds could rain revenue for water companies

Digitization and AI acceleration are intensifying not only processing speeds but also energy use and heat generation. The increasing energy intensity of traditional air-based cooling systems is driving data center operators to seek liquid-based solutions, creating attractive long-term growth opportunities for the sustainable water strategy.

    作者

  • Jindapa (Amy) Wanner-Thavornsuk CFA  - Co-Portfolio Manager

    Jindapa (Amy) Wanner-Thavornsuk CFA

    Co-Portfolio Manager

  •  Philipp Kehrein, PhD - Sustainable Investing Analyst

    Philipp Kehrein, PhD

    Sustainable Investing Analyst

概要

  1. Digitization and AI are raising data center temperatures and operational risks

  2. Liquid-based solutions are more resource-efficient compared to air cooling

  3. Water-related services are critical for data center cooling and performance

Data center power surge

AI promises to be revolutionary as companies design applications to harness its power to enhance processes and products. But AI’s intensified computational demand also means more electric power and more heat surging through data centers. To illustrate, an average ChatGPT query needs nearly 10 times as much electricity as a Google search.1 And it’s not just AI: rapid digitalization, electrification, and automation trends are also increasing data center workloads.

After decades of incremental growth, data center power demand is forecasted to increase by 160% in the few short years to 2030.2

Figure 1 – Data center power demand will skyrocket in the next decade

Figure 1 – Data center power demand will skyrocket in the next decade

Source: Masanet et al. (2020), Cisco, IEA, Goldman Sachs Research.

Heat advisory

All that concentrated computational power is also generating lots of heat, straining data center cooling systems and putting processing performance at risk.

Standard data centers running on CPU chips are recommended to work in a range of 18-27 °C. But power consumption of next-generation AI chips (GPUs) is four times that, pushing temperatures well beyond optimal operational bands.3,4 Above 40 °C, failure rates increase by a rate of 30% for every five-degree increase. 5

Extreme heat waves are also increasing outside air temperatures, further straining data center cooling systems. In 2022, high temperatures in the UK forced shutdowns of cloud service in both Google and Oracle data centers.6

Data center dilemmas: more energy and water

Air cooling is energy intensive, consuming around 40% of a data center’s power supplies.7 Accelerated processing is driving those costs even higher. 8 That has pushed data center operators to integrate evaporative cooling that exploits the higher heat-absorbing capacity of water. This way, they can boost cooling with less energy and less cost compared to air-only systems.9,10

Moreover, evaporative cooling also humidifies data center air, reducing electrostatic discharge that can damage equipment and diminish performance. It also reduces the need for the harmful chemical refrigerants used in some forms of direct-air cooling. 11

Greater energy efficiency also means lower emissions, an increasingly powerful metric for data centers as they strive to achieve their own decarbonization targets as well as attract sustainably minded end-customers.

However, evaporative cooling can also be water intensive.12 Until now, air-cooling in combination with evaporative cooling has been sufficient for dissipating heat. But the technical evolution from CPUs to GPUs implies that next-generation data centers will also consume significantly more water. That’s a big problem for data centers in water-stressed areas where utilities may withhold water withdrawal permits.

That’s left the industry searching for more water-efficient evaporative technologies such as closed-circuit or adiabatic cooling that eliminate water loss.

Figure 2 – A closer look at evaporative cooling in data centers

Figure 2 – A closer look at evaporative cooling in data centers

Source: Techwire Asia, ST Engineering, 2022. Evaporative cooling is a solution that cools ambient air and direct to server racks in data centers. It uses chilled water to absorb heat which then evaporates and is vented outside or recirculated in a closed-circuit to eliminate water loss.

Stay informed on Climate investing

Liquid-based cooling is heating up

Water’s thermal capacity is 3,000 times higher than air’s, meaning it can absorb more heat using less energy and at less cost compared to air-based counterparts. This makes liquid-cooling solutions essential for the future of data center infrastructure.

Due to the need for more efficient innovations, the global data center cooling market was valued at USD 15.9 billion in 2023 with a CAGR of over 13.5% from 2024 through 2032. 13

Figure 3 – Global data center cooling market size, 2022-2032 (USD in billions)

Figure 3 – Global data center cooling market size, 2022-2032 (USD in billions)

Source: Global Market Insights, April 2024.

Interest in direct-liquid cooling (DLC), in particular, is heating up. DLC systems push cool water through pipes and tubes placed next to high-heat sources including rear-doors of server racks and even directly to chips.14 A recent market study shows 11% of data center operators currently use DLC and are eager to expand, while 61% are considering it for the future. 15

Another form of DLC, liquid immersive cooling, is also gaining traction among cutting-edge chip and enterprise server manufacturers. It involves submerging chips or entire servers in a thermally (but not electrically) conductive liquid increasing heat-transfer performance even more. Nvidia’s* CEO, Jensen Huang, revealed in March that its next iteration of servers will be liquid cooled.16

Water needed for more than cooling

To prevent mineral scaling, corrosion, and microbial growth, highly pure water with low conductivity is needed for liquid-based solutions, creating investment opportunities for solution providers across the water value chain. That means water analytics that measure pH, ions, and microbial levels will be crucial for maintaining water quality.

Beyond measurements, potential water treatment methods are also extensive and include ion exchange, reverse osmosis, or the addition of anti-corrosion, anti-scaling, and biocidal agents.

While liquid-cooling is the future, air-based cooling won’t disappear any time soon. That’s because the resource efficiency and cost effectiveness of cooling systems is affected by many variables including computing capacity, geographic climate, local energy grids, regulations as well as overall environmental impact. For these reasons major data center operators including Meta, Alphabet, Amazon, and Microsoft* as well as other Big Tech and AI leaders are investing in multiple cooling technologies that can be dynamically adapted to optimize energy and water resources as well as overall operational costs.

With clouds come rain

The increase in hyper-scaled, cloud-computing and AI trends means water will remain a critical part of data center performance, forging new streams of long-term growth for Robeco’s Sustainable Water strategy. The strategy invests in companies providing resource-efficient technologies for cooling systems.

Beyond investments in cooling system manufacturers, the water strategy invests in companies providing a full suite of water-related technologies and engineering services. These include basic water infrastructure (e.g., pumps, valves, and tubing) analytic testing, purifying treatments, recycling, and wastewater management, all of which will be needed to ensure optimal (and sustainable) data center performance.

Whether on the ground or in the cloud, opportunities are always afloat within the water strategy; and the team remains vigilantly on the lookout for water companies that can capitalize on cloud computing’s potential to generate abundant revenue rains.



*The Robeco Sustainable Water strategy is not invested in any of the stocks listed, nor should these references be considered as recommendations to buy, sell, or hold these or any securities.

Footnotes

1 Goldman Sachs, May 2024. ‘AI poised to drive 160% increase in power demand.’
2 Ibid.
3 Recommended ranges are from the American Society of Heating, Refrigerating and Air-conditioning Engineers (ASHRAE). Data Center Knowledge, January 2023. ‘Hot in Here: Is raising temperatures in data centers good for hardware?’
4 Robeco, November 2023. ‘The energy challenge of powering AI chips.’
5 Data Center Dynamics, November 2023. ‘The effects of high temperatures on hard drives.’
6 Bloomberg. July 2022. ‘Google, Oracle data centers knocked offline by London heat.’
7 US Department of Energy. May 2023. ‘DOE announces $40 million for more efficient cooling for data centers. ’
8 CRAC and CRAH are the two most common systems for air-based cooling. Like air conditioners, CRAC units use refrigerants and compressors, while CRAH units use chilled water and control valves for cooling.
9 https://www.computerweekly.com/blog/Ahead-in-the-Clouds/Why-water-usage-is-the-datacentre-industrys-dirty-little-secret, https://portacool.com/how-does-evaporative-cooling-work/
10 Air is a poor heat absorber and converter. One liter of water can pull 3000 times more energy (heat) than 1 liter of air. https://adwatec.com/benefits-of-water-cooling/efficiency/
11 See footnote 7.
12 In cases where the evaporated water that absorbs the heat isn’t recaptured within a closed-loop system.
13 https://www.gminsights.com/industry-analysis/data-center-cooling-market
14 https://sustainability.fb.com/2023-sustainability-report/ – Meta’s data centers rely on water for evaporative cooling during summers (and humidification during winters).
15 Uptime Institute, July 2022. ‘Direct liquid cooling: pressure is rising but constraints remain.’
16 Data Center Dynamics, March 2024. ‘Nvidia’s CEO confirms upcoming system will be liquid cooled.’

Important information

The contents of this document have not been reviewed by the Securities and Futures Commission ("SFC") in Hong Kong. If you are in any doubt about any of the contents of this document, you should obtain independent professional advice. This document has been distributed by Robeco Hong Kong Limited (‘Robeco’). Robeco is regulated by the SFC in Hong Kong. This document has been prepared on a confidential basis solely for the recipient and is for information purposes only. Any reproduction or distribution of this documentation, in whole or in part, or the disclosure of its contents, without the prior written consent of Robeco, is prohibited. By accepting this documentation, the recipient agrees to the foregoing This document is intended to provide the reader with information on Robeco’s specific capabilities, but does not constitute a recommendation to buy or sell certain securities or investment products. Investment decisions should only be based on the relevant prospectus and on thorough financial, fiscal and legal advice. Please refer to the relevant offering documents for details including the risk factors before making any investment decisions. The contents of this document are based upon sources of information believed to be reliable. This document is not intended for distribution to or use by any person or entity in any jurisdiction or country where such distribution or use would be contrary to local law or regulation. Investment Involves risks. Historical returns are provided for illustrative purposes only and do not necessarily reflect Robeco’s expectations for the future. The value of your investments may fluctuate. Past performance is no indication of current or future performance.