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A review of data center cooling technology, operating conditions and the corresponding low-grade waste heat recovery opportunities

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  1. Fulpagare, Yogesh & Bhargav, Atul, 2015. "Advances in data center thermal management," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 981-996.
  2. Ljungqvist, Hampus Markeby & Mattsson, Louise & Risberg, Mikael & Vesterlund, Mattias, 2021. "Data center heated greenhouses, a matter for enhanced food self-sufficiency in sub-arctic regions," Energy, Elsevier, vol. 215(PB).
  3. Deymi-Dashtebayaz, Mahdi & Norani, Marziye, 2021. "Sustainability assessment and emergy analysis of employing the CCHP system under two different scenarios in a data center," Renewable and Sustainable Energy Reviews, Elsevier, vol. 150(C).
  4. Hrvoje Dorotić & Kristijan Čuljak & Josip Miškić & Tomislav Pukšec & Neven Duić, 2022. "Technical and Economic Assessment of Supermarket and Power Substation Waste Heat Integration into Existing District Heating Systems," Energies, MDPI, vol. 15(5), pages 1-29, February.
  5. Jodeiri, A.M. & Goldsworthy, M.J. & Buffa, S. & Cozzini, M., 2022. "Role of sustainable heat sources in transition towards fourth generation district heating – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
  6. Lan, Yun Cheng & Li, Cheng & Wang, Sui Lin, 2019. "Parabolic antenna snow melting and removal using waste heat from the transmitter room," Energy, Elsevier, vol. 181(C), pages 738-744.
  7. Uusitalo, Antti & Turunen-Saaresti, Teemu & Honkatukia, Juha & Tiainen, Jonna & Jaatinen-Värri, Ahti, 2020. "Numerical analysis of working fluids for large scale centrifugal compressor driven cascade heat pumps upgrading waste heat," Applied Energy, Elsevier, vol. 269(C).
  8. Yin Bi & Yugang Wang & Xiaoli Ma & Xudong Zhao, 2017. "Investigation on the Energy Saving Potential of Using a Novel Dew Point Cooling System in Data Centres," Energies, MDPI, vol. 10(11), pages 1-21, October.
  9. Zhen Yang & Jinhong Du & Yiting Lin & Zhen Du & Li Xia & Qianchuan Zhao & Xiaohong Guan, 2022. "Increasing the energy efficiency of a data center based on machine learning," Journal of Industrial Ecology, Yale University, vol. 26(1), pages 323-335, February.
  10. Lund, Rasmus & Persson, Urban, 2016. "Mapping of potential heat sources for heat pumps for district heating in Denmark," Energy, Elsevier, vol. 110(C), pages 129-138.
  11. Matteo Manganelli & Alessandro Soldati & Luigi Martirano & Seeram Ramakrishna, 2021. "Strategies for Improving the Sustainability of Data Centers via Energy Mix, Energy Conservation, and Circular Energy," Sustainability, MDPI, vol. 13(11), pages 1-25, May.
  12. Bryan Coyne & Eleanor Denny, 2021. "Applying a Model of Technology Diffusion to Quantify the Potential Benefit of Improved Energy Efficiency in Data Centres," Energies, MDPI, vol. 14(22), pages 1-18, November.
  13. Gupta, Rohit & Moazamigoodarzi, Hosein & MirhoseiniNejad, SeyedMorteza & Down, Douglas G. & Puri, Ishwar K., 2020. "Workload management for air-cooled data centers: An energy and exergy based approach," Energy, Elsevier, vol. 209(C).
  14. An, Yichao & Zhang, Yongsheng & Shi, Yu & Zhang, Liang & Li, Jun & Fu, Qian & Zhu, Xun & Liao, Qiang, 2023. "Alleviated ammonia crossover in thermally regenerative ammonia-based batteries by optimizing the introduced intermediate-chamber," Applied Energy, Elsevier, vol. 349(C).
  15. Tilia Dahou & Patrick Dutournié & Lionel Limousy & Simona Bennici & Nicolas Perea, 2019. "Recovery of Low-Grade Heat (Heat Waste) from a Cogeneration Unit for Woodchips Drying: Energy and Economic Analyses," Energies, MDPI, vol. 12(3), pages 1-17, February.
  16. Jie Ren & Zuoqin Qian & Zhimin Yao & Nianzhong Gan & Yujia Zhang, 2019. "Thermodynamic Evaluation of LiCl-H 2 O and LiBr-H 2 O Absorption Refrigeration Systems Based on a Novel Model and Algorithm," Energies, MDPI, vol. 12(15), pages 1-28, August.
  17. Zhang, Hainan & Shao, Shuangquan & Tian, Changqing & Zhang, Kunzhu, 2018. "A review on thermosyphon and its integrated system with vapor compression for free cooling of data centers," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 789-798.
  18. Ma, Xiaowei & Zhang, Quan & Zou, Sikai, 2022. "An experimental and numerical study on the thermal performance of a loop thermosyphon integrated with latent thermal energy storage for emergency cooling in a data center," Energy, Elsevier, vol. 253(C).
  19. Fonseca, Jimeno A. & Schlueter, Arno, 2015. "Integrated model for characterization of spatiotemporal building energy consumption patterns in neighborhoods and city districts," Applied Energy, Elsevier, vol. 142(C), pages 247-265.
  20. Borkowski, Mateusz & Piłat, Adam Krzysztof, 2022. "Customized data center cooling system operating at significant outdoor temperature fluctuations," Applied Energy, Elsevier, vol. 306(PB).
  21. Oró, Eduard & Depoorter, Victor & Garcia, Albert & Salom, Jaume, 2015. "Energy efficiency and renewable energy integration in data centres. Strategies and modelling review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 429-445.
  22. Cao, Yujie & Cheng, Ming & Zhang, Sufang & Mao, Hongju & Wang, Peng & Li, Chao & Feng, Yihui & Ding, Zhaohao, 2022. "Data-driven flexibility assessment for internet data center towards periodic batch workloads," Applied Energy, Elsevier, vol. 324(C).
  23. Zhao, Wenxuan & Li, Hangxin & Wang, Shengwei, 2022. "A comparative analysis on alternative air-conditioning systems for high-tech cleanrooms and their performance in different climate zones," Energy, Elsevier, vol. 261(PA).
  24. Yu, Jiawen & Jiang, Yiqiang & Yan, Yanqiu, 2019. "A simulation study on heat recovery of data center: A case study in Harbin, China," Renewable Energy, Elsevier, vol. 130(C), pages 154-173.
  25. Mateusz Borkowski & Adam Krzysztof Piłat, 2022. "Energy Efficiency Increase Achieved by Dedicated Rule-Based Control of Chillers Operating in the Data Center," Energies, MDPI, vol. 15(7), pages 1-25, March.
  26. Habibi Khalaj, Ali & Scherer, Thomas & K. Halgamuge, Saman, 2016. "Energy, environmental and economical saving potential of data centers with various economizers across Australia," Applied Energy, Elsevier, vol. 183(C), pages 1528-1549.
  27. Petrović, Stefan & Colangelo, Alessandro & Balyk, Olexandr & Delmastro, Chiara & Gargiulo, Maurizio & Simonsen, Mikkel Bosack & Karlsson, Kenneth, 2020. "The role of data centres in the future Danish energy system," Energy, Elsevier, vol. 194(C).
  28. Utlu, Zafer, 2015. "Investigation of the potential for heat recovery at low, medium, and high stages in the Turkish industrial sector (TIS): An application," Energy, Elsevier, vol. 81(C), pages 394-405.
  29. Huang, Qionghai & Shao, Shuangquan & Zhang, Hainan & Tian, Changqing, 2019. "Development and composition of a data center heat recovery system and evaluation of annual operation performance," Energy, Elsevier, vol. 189(C).
  30. Huang, Yongping & Deng, Zilong & Chen, Yongping & Zhang, Chengbin, 2023. "Performance investigation of a biomimetic latent heat thermal energy storage device for waste heat recovery in data centers," Applied Energy, Elsevier, vol. 335(C).
  31. Sharma, Vaishali & Kagdada, Hardik L. & Jha, Prafulla K. & Śpiewak, Piotr & Kurzydłowski, Krzysztof J., 2020. "Thermal transport properties of boron nitride based materials: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 120(C).
  32. Inayat, Abrar & Raza, Mohsin, 2019. "District cooling system via renewable energy sources: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 107(C), pages 360-373.
  33. Heli Kasurinen & Saija Vatanen & Kaisa Grönman & Tiina Pajula & Laura Lakanen & Olli Salmela & Risto Soukka, 2019. "Carbon Handprint: Potential Climate Benefits of a Novel Liquid-Cooled Base Station with Waste Heat Reuse," Energies, MDPI, vol. 12(23), pages 1-18, November.
  34. Meng, Xiongzhuang & Zhou, Junli & Zhang, Xuejiao & Luo, Zhiwen & Gong, Hui & Gan, Ting, 2020. "Optimization of the thermal environment of a small-scale data center in China," Energy, Elsevier, vol. 196(C).
  35. Cola, Fabrizio & Hey, Jonathan & Romagnoli, Alessandro, 2018. "Characterization of the droplet formation phase for the H2OLiBr absorber: An analytical and experimental analysis," Applied Energy, Elsevier, vol. 222(C), pages 885-897.
  36. Chu, Wen-Xiao & Wang, Chi-Chuan, 2019. "A review on airflow management in data centers," Applied Energy, Elsevier, vol. 240(C), pages 84-119.
  37. Depoorter, Victor & Oró, Eduard & Salom, Jaume, 2015. "The location as an energy efficiency and renewable energy supply measure for data centres in Europe," Applied Energy, Elsevier, vol. 140(C), pages 338-349.
  38. Wang, Dabiao & Ma, Yuezheng & Tian, Ran & Duan, Jie & Hu, Busong & Shi, Lin, 2018. "Thermodynamic evaluation of an ORC system with a Low Pressure Saturated Steam heat source," Energy, Elsevier, vol. 149(C), pages 375-385.
  39. Zhang, Wei & Hong, Wenpeng & Jin, Xu, 2022. "Research on performance and control strategy of multi-cold source district cooling system," Energy, Elsevier, vol. 239(PB).
  40. Maurizio Santin & Damiana Chinese & Onorio Saro & Alessandra De Angelis & Alberto Zugliano, 2019. "Carbon and Water Footprint of Energy Saving Options for the Air Conditioning of Electric Cabins at Industrial Sites," Energies, MDPI, vol. 12(19), pages 1-22, September.
  41. Wansheng Yang & Lin Yang & Junjie Ou & Zhongqi Lin & Xudong Zhao, 2019. "Investigation of Heat Management in High Thermal Density Communication Cabinet by a Rear Door Liquid Cooling System," Energies, MDPI, vol. 12(22), pages 1-25, November.
  42. Li, Xiang & Lepour, Dorsan & Heymann, Fabian & Maréchal, François, 2023. "Electrification and digitalization effects on sectoral energy demand and consumption: A prospective study towards 2050," Energy, Elsevier, vol. 279(C).
  43. Li, Haoran & Hou, Juan & Hong, Tianzhen & Ding, Yuemin & Nord, Natasa, 2021. "Energy, economic, and environmental analysis of integration of thermal energy storage into district heating systems using waste heat from data centres," Energy, Elsevier, vol. 219(C).
  44. Di Salvo, André L.A. & Agostinho, Feni & Almeida, Cecília M.V.B. & Giannetti, Biagio F., 2017. "Can cloud computing be labeled as “green”? Insights under an environmental accounting perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 514-526.
  45. Jung, Sang-Mun & Kwon, Jaesub & Lee, Jinhyeon & Lee, Byung-Jo & Kim, Kyu-Su & Yu, Dong-Seok & Kim, Yong-Tae, 2021. "Hybrid thermo-electrochemical energy harvesters for conversion of low-grade thermal energy into electricity via tungsten electrodes," Applied Energy, Elsevier, vol. 299(C).
  46. Ying Wang & Xiang Huang & Junjie Chu & Yan Du & Xing Tang & Cong Dai & Gang Ma, 2022. "Analysis of an Evaporative Condensation System Coupled to a Microchannel-Separated Heat Pipe for Data Centers," Energies, MDPI, vol. 15(23), pages 1-18, November.
  47. 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.
  48. Marshall, Z.M. & Duquette, J., 2022. "A techno-economic evaluation of low global warming potential heat pump assisted organic Rankine cycle systems for data center waste heat recovery," Energy, Elsevier, vol. 242(C).
  49. Blumberga, Andra & Vanaga, Ruta & Freimanis, Ritvars & Blumberga, Dagnija & Antužs, Juris & Krastiņš, Artūrs & Jankovskis, Ivars & Bondars, Edgars & Treija, Sandra, 2020. "Transition from traditional historic urban block to positive energy block," Energy, Elsevier, vol. 202(C).
  50. Cheng Liu & Hang Yu, 2021. "Evaluation and Optimization of a Two-Phase Liquid-Immersion Cooling System for Data Centers," Energies, MDPI, vol. 14(5), pages 1-21, March.
  51. Ding, Zhixiong & Wu, Wei, 2022. "Type II absorption thermal battery for temperature upgrading: Energy storage heat transformer," Applied Energy, Elsevier, vol. 324(C).
  52. Yuan, Xiaolei & Liang, Yumin & Hu, Xinyi & Xu, Yizhe & Chen, Yongbao & Kosonen, Risto, 2023. "Waste heat recoveries in data centers: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
  53. Jerez Monsalves, Juan & Bergaentzlé, Claire & Keles, Dogan, 2023. "Impacts of flexible-cooling and waste-heat recovery from data centres on energy systems: A Danish case study," Energy, Elsevier, vol. 281(C).
  54. Kyaw Zin Htoo & Phuoc Hien Huynh & Keishi Kariya & Akio Miyara, 2021. "Experimental Study on Thermal Performance of a Loop Heat Pipe with Different Working Wick Materials," Energies, MDPI, vol. 14(9), pages 1-23, April.
  55. Maytungkorn Sermsuk & Yanin Sukjai & Montri Wiboonrat & Kunlanan Kiatkittipong, 2021. "Utilising Cold Energy from Liquefied Natural Gas (LNG) to Reduce the Electricity Cost of Data Centres," Energies, MDPI, vol. 14(19), pages 1-17, October.
  56. Nikunj Gangar & Sandro Macchietto & Christos N. Markides, 2020. "Recovery and Utilization of Low-Grade Waste Heat in the Oil-Refining Industry Using Heat Engines and Heat Pumps: An International Technoeconomic Comparison," Energies, MDPI, vol. 13(10), pages 1-29, May.
  57. Marcel Antal & Tudor Cioara & Ionut Anghel & Claudia Pop & Ioan Salomie, 2018. "Transforming Data Centers in Active Thermal Energy Players in Nearby Neighborhoods," Sustainability, MDPI, vol. 10(4), pages 1-20, March.
  58. Tian, Tong & Wang, Xinyue & Liu, Yang & Yang, Xuan & Sun, Bo & Li, Ji, 2023. "Nano-engineering enabled heat pipe battery: A powerful heat transfer infrastructure with capability of power generation," Applied Energy, Elsevier, vol. 348(C).
  59. Ebrahimi, Khosrow & Jones, Gerard F. & Fleischer, Amy S., 2015. "Thermo-economic analysis of steady state waste heat recovery in data centers using absorption refrigeration," Applied Energy, Elsevier, vol. 139(C), pages 384-397.
  60. Lygnerud, Kristina & Wheatcroft, Edward & Wynn, Henry, 2019. "Contracts, business models and barriers to investing in low temperature district heating projects," LSE Research Online Documents on Economics 101286, London School of Economics and Political Science, LSE Library.
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  62. Leyla Amiri & Edris Madadian & Navid Bahrani & Seyed Ali Ghoreishi-Madiseh, 2021. "Techno-Economic Analysis of Waste Heat Utilization in Data Centers: Application of Absorption Chiller Systems," Energies, MDPI, vol. 14(9), pages 1-11, April.
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