Numerical investigation on a high-temperature data center cooled by combined liquid-cooling and free-cooling - a comprehensive case study
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DOI: 10.1016/j.apenergy.2025.127154
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- Isazadeh, Amin & Ziviani, Davide & Claridge, David E., 2023. "Global trends, performance metrics, and energy reduction measures in datacom facilities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 174(C).
- Isazadeh, Amin & Ziviani, Davide & Claridge, David E., 2023. "Thermal management in legacy air-cooled data centers: An overview and perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 187(C).
- Cheung, Howard & Wang, Shengwei, 2019. "Reliability and availability assessment and enhancement of water-cooled multi-chiller cooling systems for data centers," Reliability Engineering and System Safety, Elsevier, vol. 191(C).
- Li, Nan & Li, Haowei & Duan, Kaiwen & Tao, Wen-Quan, 2025. "Evaluation of the cooling effectiveness of air-cooled data centers by energy diagram," Applied Energy, Elsevier, vol. 382(C).
- Kong, Rui & Zhang, Hainan & Tang, Mingsheng & Zou, Huiming & Tian, Changqing & Ding, Tao, 2024. "Enhancing data center cooling efficiency and ability: A comprehensive review of direct liquid cooling technologies," Energy, Elsevier, vol. 308(C).
- Zhang, Yingbo & Shan, Kui & Li, Xiuming & Li, Hangxin & Wang, Shengwei, 2023. "Research and Technologies for next-generation high-temperature data centers – State-of-the-arts and future perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 171(C).
- Zhang, Hainan & Shao, Shuangquan & Xu, Hongbo & Zou, Huiming & Tian, Changqing, 2014. "Free cooling of data centers: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 35(C), pages 171-182.
- Akeiber, Hussein & Nejat, Payam & Majid, Muhd Zaimi Abd. & Wahid, Mazlan A. & Jomehzadeh, Fatemeh & Zeynali Famileh, Iman & Calautit, John Kaiser & Hughes, Ben Richard & Zaki, Sheikh Ahmad, 2016. "A review on phase change material (PCM) for sustainable passive cooling in building envelopes," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1470-1497.
- Rashidi, Saman & Hormozi, Faramarz & Sundén, Bengt & Mahian, Omid, 2019. "Energy saving in thermal energy systems using dimpled surface technology – A review on mechanisms and applications," Applied Energy, Elsevier, vol. 250(C), pages 1491-1547.
- Ssembatya, Martin & Baltazar, Juan-Carlos & Claridge, David E., 2025. "Evaluating inverse modeling methods for measurement and verification of chiller energy efficiency measures," Applied Energy, Elsevier, vol. 378(PA).
- Habibi Khalaj, Ali & Abdulla, Khalid & Halgamuge, Saman K., 2018. "Towards the stand-alone operation of data centers with free cooling and optimally sized hybrid renewable power generation and energy storage," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 451-472.
- Husam Alissa & Teresa Nick & Ashish Raniwala & Alberto Arribas Herranz & Kali Frost & Ioannis Manousakis & Kari Lio & Brijesh Warrier & Vaidehi Oruganti & T. J. DiCaprio & Kathryn Oseen-Senda & Bharat, 2025. "Using life cycle assessment to drive innovation for sustainable cool clouds," Nature, Nature, vol. 641(8062), pages 331-338, May.
- Lee, Yee-Ting & Wen, Chih-Yung & Shih, Yang-Cheng & Li, Zhengtong & Yang, An-Shik, 2022. "Numerical and experimental investigations on thermal management for data center with cold aisle containment configuration," Applied Energy, Elsevier, vol. 307(C).
- Habibi Khalaj, Ali & Halgamuge, Saman K., 2017. "A Review on efficient thermal management of air- and liquid-cooled data centers: From chip to the cooling system," Applied Energy, Elsevier, vol. 205(C), pages 1165-1188.
- Yang, Hongxing & Shi, Wenchao & Chen, Yi & Min, Yunran, 2021. "Research development of indirect evaporative cooling technology: An updated review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 145(C).
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