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On Global Electricity Usage of Communication Technology: Trends to 2030

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  1. Aiman Sana & Farzana Naheed Khan & Umaima Arif, 2021. "ICT diffusion and climate change: The role of economic growth, financial development and trade openness," Netnomics, Springer, vol. 22(2), pages 179-194, December.
  2. Szalavetz, Andrea, 2018. "Digitális átalakulás és fenntarthatóság. A technológiaoptimista környezetgazdászok és a pesszimista ökológiai közgazdászok közötti vita újraindítása [Digital transformation and environmental sustai," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(10), pages 1067-1088.
  3. Heymann, Fabian & Milojevic, Tatjana & Covatariu, Andrei & Verma, Piyush, 2023. "Digitalization in decarbonizing electricity systems – Phenomena, regional aspects, stakeholders, use cases, challenges and policy options," Energy, Elsevier, vol. 262(PB).
  4. Anders S. G. Andrae, 2017. "Life Cycle Assessment of a Virtual Reality Device," Challenges, MDPI, vol. 8(2), pages 1-11, July.
  5. Hanna Pihkola & Mikko Hongisto & Olli Apilo & Mika Lasanen, 2018. "Evaluating the Energy Consumption of Mobile Data Transfer—From Technology Development to Consumer Behaviour and Life Cycle Thinking," Sustainability, MDPI, vol. 10(7), pages 1-16, July.
  6. Madlener, Reinhard & Sheykhha, Siamak & Briglauer, Wolfgang, 2022. "The electricity- and CO2-saving potentials offered by regulation of European video-streaming services," Energy Policy, Elsevier, vol. 161(C).
  7. Jiang, Peng & Fan, Yee Van & Klemeš, Jiří Jaromír, 2021. "Impacts of COVID-19 on energy demand and consumption: Challenges, lessons and emerging opportunities," Applied Energy, Elsevier, vol. 285(C).
  8. Elgaaied-Gambier, Leila & Bertrandias, Laurent & Bernard, Yohan, 2020. "Cutting the Internet's Environmental Footprint: An Analysis of Consumers' Self-Attribution of Responsibility," Journal of Interactive Marketing, Elsevier, vol. 50(C), pages 120-135.
  9. Babasola Osibo & Simisola Adamo, 2023. "Data Centers and Green Energy: Paving the Way for a Sustainable Digital Future," International Journal of Latest Technology in Engineering, Management & Applied Science, International Journal of Latest Technology in Engineering, Management & Applied Science (IJLTEMAS), vol. 12(11), pages 15-30, November.
  10. Idun Osnes & Anis Yazidi & Hans-Arno Jacobsen & Frank Eliassen & Sabrina Sartori, 2022. "Harnessing Task Usage Prediction and Latency Sensitivity for Scheduling Workloads in Wind-Powered Data Centers," Energies, MDPI, vol. 15(12), pages 1-16, June.
  11. 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).
  12. Taha Zaghdoudi, 2017. "Internet usage, renewable energy, electricity consumption and economic growth : Evidence from developed countries," Economics Bulletin, AccessEcon, vol. 37(3), pages 1612-1619.
  13. Lei, Nuoa & Masanet, Eric & Koomey, Jonathan, 2021. "Best practices for analyzing the direct energy use of blockchain technology systems: Review and policy recommendations," Energy Policy, Elsevier, vol. 156(C).
  14. Zhenxiang Cao & Liqing Peng, 2023. "The Impact of Digital Economics on Environmental Quality: A System Dynamics Approach," SAGE Open, , vol. 13(4), pages 21582440231, December.
  15. Sovacool, Benjamin K. & Martiskainen, Mari & Furszyfer Del Rio, Dylan D., 2021. "Knowledge, energy sustainability, and vulnerability in the demographics of smart home technology diffusion," Energy Policy, Elsevier, vol. 153(C).
  16. Steffen Dalsgaard, 2022. "Can IT Resolve the Climate Crisis? Sketching the Role of an Anthropology of Digital Technology," Sustainability, MDPI, vol. 14(10), pages 1-17, May.
  17. Joanna Józefowska & Mariusz Nowak & Rafał Różycki & Grzegorz Waligóra, 2022. "Survey on Optimization Models for Energy-Efficient Computing Systems," Energies, MDPI, vol. 15(22), pages 1-20, November.
  18. Raihan Ul Islam & Xhesika Ruci & Mohammad Shahadat Hossain & Karl Andersson & Ah-Lian Kor, 2019. "Capacity Management of Hyperscale Data Centers Using Predictive Modelling," Energies, MDPI, vol. 12(18), pages 1-22, September.
  19. Axenbeck, Janna & Niebel, Thomas, 2021. "Climate Protection Potentials of Digitalized Production Processes: Microeconometric Evidence," 23rd ITS Biennial Conference, Online Conference / Gothenburg 2021. Digital societies and industrial transformations: Policies, markets, and technologies in a post-Covid world 238007, International Telecommunications Society (ITS).
  20. Wang, Fengjuan & Lv, Chengwei, 2024. "A data center expansion scheme considering net-zero carbon operation: Optimization of geographical location, on-site renewable utilization and green certificate purchase," Socio-Economic Planning Sciences, Elsevier, vol. 92(C).
  21. Kosuke Sasakura & Takeshi Aoki & Masayoshi Komatsu & Takeshi Watanabe, 2020. "A Temperature-Risk and Energy-Saving Evaluation Model for Supporting Energy-Saving Measures for Data Center Server Rooms," Energies, MDPI, vol. 13(19), pages 1-22, October.
  22. Arshad, Umer & Aleem, Muhammad & Srivastava, Gautam & Lin, Jerry Chun-Wei, 2022. "Utilizing power consumption and SLA violations using dynamic VM consolidation in cloud data centers," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
  23. Lange, Steffen & Pohl, Johanna & Santarius, Tilman, 2020. "Digitalization and energy consumption. Does ICT reduce energy demand?," Ecological Economics, Elsevier, vol. 176(C).
  24. Wen Chen, 2023. "The impact of digital economy development on innovation in renewable energy technologies," Economic Change and Restructuring, Springer, vol. 56(6), pages 4285-4308, December.
  25. Muhammad Fahad & Arsalan Shahid & Ravi Reddy Manumachu & Alexey Lastovetsky, 2020. "A Novel Statistical Learning-Based Methodology for Measuring the Goodness of Energy Profiles of Applications Executing on Multicore Computing Platforms," Energies, MDPI, vol. 13(15), pages 1-22, August.
  26. Peters, Toby & Sayin, Leyla, 2022. "The Cold Economy," ADBI Working Papers 1326, Asian Development Bank Institute.
  27. Sorknæs, Peter & Nielsen, Steffen & Lund, Henrik & Mathiesen, Brian Vad & Moreno, Diana & Thellufsen, Jakob Zinck, 2022. "The benefits of 4th generation district heating and energy efficient datacentres," Energy, Elsevier, vol. 260(C).
  28. Daniel Walia & Paul Schünemann & Hauke Hartmann & Frank Adam & Jochen Großmann, 2021. "Numerical and Physical Modeling of a Tension-Leg Platform for Offshore Wind Turbines," Energies, MDPI, vol. 14(12), pages 1-22, June.
  29. 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.
  30. Anders S. G. Andrae & Mengjun Xia & Jianli Zhang & Xiaoming Tang, 2016. "Practical Eco-Design and Eco-Innovation of Consumer Electronics—the Case of Mobile Phones," Challenges, MDPI, vol. 7(1), pages 1-19, February.
  31. 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).
  32. Jens Malmodin & Dag Lundén, 2018. "The Energy and Carbon Footprint of the Global ICT and E&M Sectors 2010–2015," Sustainability, MDPI, vol. 10(9), pages 1-31, August.
  33. Seppälä, Timo & Mattila, Juri & Rajala, Risto, 2019. "Is the Digital Future Sustainable?," ETLA Brief 80, The Research Institute of the Finnish Economy.
  34. Güğül, Gül Nihal & Gökçül, Furkan & Eicker, Ursula, 2023. "Sustainability analysis of zero energy consumption data centers with free cooling, waste heat reuse and renewable energy systems: A feasibility study," Energy, Elsevier, vol. 262(PB).
  35. Valentina Romagnoli & Joachim Felix Aigner & Thomas Berlinghof & Niki Bey & Jan-Markus Rodger & Cordelia Patz, 2020. "Identification and assessment of opportunities and threats for the Circular Economy arising from E-commerce," JRC Research Reports JRC122233, Joint Research Centre.
  36. Khokhriakov, Semyon & Manumachu, Ravi Reddy & Lastovetsky, Alexey, 2020. "Multicore processor computing is not energy proportional: An opportunity for bi-objective optimization for energy and performance," Applied Energy, Elsevier, vol. 268(C).
  37. Hagens, N.J., 2020. "Economics for the future – Beyond the superorganism," Ecological Economics, Elsevier, vol. 169(C).
  38. Larry Dwyer, 2023. "Tourism Degrowth: Painful but Necessary," Sustainability, MDPI, vol. 15(20), pages 1-23, October.
  39. Małgorzata Poniatowska-Jaksch, 2021. "Energy Consumption in Central and Eastern Europe (CEE) Households in the Platform Economics," Energies, MDPI, vol. 14(4), pages 1-22, February.
  40. Wen Chen, 2023. "Digital economy development, corporate social responsibility and low‐carbon innovation," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(4), pages 1664-1679, July.
  41. Tomasz Rokicki & Piotr Bórawski & Barbara Gradziuk & Piotr Gradziuk & Aldona Mrówczyńska-Kamińska & Joanna Kozak & Danuta Jolanta Guzal-Dec & Kamil Wojtczuk, 2021. "Differentiation and Changes of Household Electricity Prices in EU Countries," Energies, MDPI, vol. 14(21), pages 1-21, October.
  42. Yibrah Gebreyesus & Damian Dalton & Sebastian Nixon & Davide De Chiara & Marta Chinnici, 2023. "Machine Learning for Data Center Optimizations: Feature Selection Using Shapley Additive exPlanation (SHAP)," Future Internet, MDPI, vol. 15(3), pages 1-17, February.
  43. Zhang, Qi & Gao, Jintong & Wang, Yujie & Wang, Lin & Yu, Zaihai & Song, Dayong, 2019. "Exergy-based analysis combined with LCA for waste heat recovery in coal-fired CHP plants," Energy, Elsevier, vol. 169(C), pages 247-262.
  44. Muhammad Fahad & Arsalan Shahid & Ravi Reddy Manumachu & Alexey Lastovetsky, 2019. "A Comparative Study of Methods for Measurement of Energy of Computing," Energies, MDPI, vol. 12(11), pages 1-42, June.
  45. Lee, Chien-Chiang & Yuan, Zihao & Wang, Qiaoru, 2022. "How does information and communication technology affect energy security? International evidence," Energy Economics, Elsevier, vol. 109(C).
  46. Huang, Janna Z., 2023. "A break in the cloud: the local sociotechnical affordances underlying global internet infrastructures," Technology in Society, Elsevier, vol. 74(C).
  47. Tilman Santarius & Johanna Pohl & Steffen Lange, 2020. "Digitalization and the Decoupling Debate: Can ICT Help to Reduce Environmental Impacts While the Economy Keeps Growing?," Sustainability, MDPI, vol. 12(18), pages 1-20, September.
  48. Daehoon Kang & Jooyoung Lee & Anirban Chakraborty & Sang-Eui Lee & Gildong Kim & Choongho Yu, 2022. "Recent Advances in Two-Phase Immersion Cooling with Surface Modifications for Thermal Management," Energies, MDPI, vol. 15(3), pages 1-16, February.
  49. Robert Basmadjian, 2019. "Flexibility-Based Energy and Demand Management in Data Centers: A Case Study for Cloud Computing," Energies, MDPI, vol. 12(17), pages 1-22, August.
  50. Kosuke Sasakura & Takeshi Aoki & Masayoshi Komatsu & Takeshi Watanabe, 2020. "Rack Temperature Prediction Model Using Machine Learning after Stopping Computer Room Air Conditioner in Server Room," Energies, MDPI, vol. 13(17), pages 1-17, August.
  51. Nicolas Moreau & Thibault Pirson & Grégoire Le Brun & Thibault Delhaye & Georgiana Sandu & Antoine Paris & David Bol & Jean-Pierre Raskin, 2021. "Could Unsustainable Electronics Support Sustainability?," Sustainability, MDPI, vol. 13(12), pages 1-7, June.
  52. Axenbeck, Janna & Berner, Anne & Kneib, Thomas, 2022. "What drives the relationship between digitalization and industrial energy demand? Exploring firm-level heterogeneity," ZEW Discussion Papers 22-059, ZEW - Leibniz Centre for European Economic Research.
  53. Krystyna Gomółka & Piotr Kasprzak, 2022. "Household Ability of Expenditures on Electricity and Energy Resources in the Countries That Joined the EU after 2004," Energies, MDPI, vol. 15(9), pages 1-21, April.
  54. Rishan Adha & Cheng-Yih Hong & Somya Agrawal & Li-Hua Li, 2023. "ICT, carbon emissions, climate change, and energy demand nexus: The potential benefit of digitalization in Taiwan," Energy & Environment, , vol. 34(5), pages 1619-1638, August.
  55. Wen-Cheng Lu, 2018. "The impacts of information and communication technology, energy consumption, financial development, and economic growth on carbon dioxide emissions in 12 Asian countries," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 23(8), pages 1351-1365, December.
  56. Kühn, Katharina Isabella, 2021. "Is Visiting the ESB Website Deteriorating the Air Quality of our Countries? A Statistical Analysis of the Relationship Between Air Pollution Levels and Information & Communication Technologies," Junior Management Science (JUMS), Junior Management Science e. V., vol. 6(4), pages 839-851.
  57. Sandro Kreten & Achim Guldner & Stefan Naumann, 2018. "An Analysis of the Energy Consumption Behavior of Scaled, Containerized Web Apps," Sustainability, MDPI, vol. 10(8), pages 1-11, August.
  58. Olivera Kostoska & Ljupco Kocarev, 2019. "A Novel ICT Framework for Sustainable Development Goals," Sustainability, MDPI, vol. 11(7), pages 1-31, April.
  59. Aiman Sana & Farzana Naheed Khan & Umaima Arif, 2022. "ICT diffusion and climate change: The role of economic growth, financial development and trade openness," Netnomics, Springer, vol. 22(2), pages 179-194, October.
  60. John Martinovic & Markus Hähnel & Guntram Scheithauer & Waltenegus Dargie, 2022. "An introduction to stochastic bin packing-based server consolidation with conflicts," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 30(2), pages 296-331, July.
  61. Marlen Gabriele Arnold & Alina Vogel & Martin Ulber, 2021. "Digitalizing Higher Education in Light of Sustainability and Rebound Effects—Surveys in Times of the COVID-19 Pandemic," Sustainability, MDPI, vol. 13(22), pages 1-29, November.
  62. Xuemei Jia & Qing Liu & Jiahao Feng & Yuru Li & Lijun Zhang, 2023. "The Induced Effects of Carbon Emissions for China’s Industry Digital Transformation," Sustainability, MDPI, vol. 15(16), pages 1-20, August.
  63. Bourgeois Guillaume & Duthil Benjamin & Courboulay Vincent, 2022. "Review of the Impact of IT on the Environment and Solution with a Detailed Assessment of the Associated Gray Literature," Sustainability, MDPI, vol. 14(4), pages 1-19, February.
  64. Huaxue Zhao & Yu Cheng & Ruijing Zheng, 2022. "Impact of the Digital Economy on PM 2.5 : Experience from the Middle and Lower Reaches of the Yellow River Basin," IJERPH, MDPI, vol. 19(24), pages 1-20, December.
  65. Kopp, Thomas & Nabernegg, Markus & Lange, Steffen, 2023. "The net climate effect of digitalization, differentiating between firms and households," Energy Economics, Elsevier, vol. 126(C).
  66. Guan, Lijie & Li, Wenjuan & Guo, Cheng & Huang, Jian, 2023. "Environmental strategy for sustainable development: Role of digital transformation in China's natural resource exploitation," Resources Policy, Elsevier, vol. 87(PA).
  67. Beatriz Prieto & Juan José Escobar & Juan Carlos Gómez-López & Antonio F. Díaz & Thomas Lampert, 2022. "Energy Efficiency of Personal Computers: A Comparative Analysis," Sustainability, MDPI, vol. 14(19), pages 1-23, October.
  68. Herbert Jaeger & Beatriz Noheda & Wilfred G. Wiel, 2023. "Toward a formal theory for computing machines made out of whatever physics offers," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
  69. Anders S. G. Andrae & Mikko Samuli Vaija, 2017. "Precision of a Streamlined Life Cycle Assessment Approach Used in Eco-Rating of Mobile Phones," Challenges, MDPI, vol. 8(2), pages 1-24, August.
  70. Wang, Jinman & Wang, Ruogu & Zhu, Yucheng & Li, Jiayan, 2018. "Life cycle assessment and environmental cost accounting of coal-fired power generation in China," Energy Policy, Elsevier, vol. 115(C), pages 374-384.
  71. Alberto Ortega & Abel Miguel Cano-Delgado & Beatriz Prieto & Jesús González, 2023. "Design of a Standard and Programmatically Accessible Interface for Smart Meters to Allow Monitoring Automation of the Energy Consumed by the Execution of Computer Software," Sustainability, MDPI, vol. 15(3), pages 1-16, January.
  72. Wen Chen & Changyi Zhu & Qi Cheung & Siying Wu & Jun Zhang & Jia Cao, 2024. "How does digitization enable green innovation? Evidence from Chinese listed companies," Business Strategy and the Environment, Wiley Blackwell, vol. 33(5), pages 3832-3854, July.
  73. Williams, Laurence & Sovacool, Benjamin K. & Foxon, Timothy J., 2022. "The energy use implications of 5G: Reviewing whole network operational energy, embodied energy, and indirect effects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 157(C).
  74. Catra Indra Cahyadi & Suwarno Suwarno & Aminah Asmara Dewi & Musri Kona & Muhammad Arif & Muhammad Caesar Akbar, 2023. "Solar Prediction Strategy for Managing Virtual Power Stations," International Journal of Energy Economics and Policy, Econjournals, vol. 13(4), pages 503-512, July.
  75. Silva, C.A. & Vilaça, R. & Pereira, A. & Bessa, R.J., 2024. "A review on the decarbonization of high-performance computing centers," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PB).
  76. Furszyfer Del Rio, Dylan D. & Sovacool, Benjamin K. & Bergman, Noam & Makuch, Karen E., 2020. "Critically reviewing smart home technology applications and business models in Europe," Energy Policy, Elsevier, vol. 144(C).
  77. Salil Bharany & Sandeep Sharma & Osamah Ibrahim Khalaf & Ghaida Muttashar Abdulsahib & Abeer S. Al Humaimeedy & Theyazn H. H. Aldhyani & Mashael Maashi & Hasan Alkahtani, 2022. "A Systematic Survey on Energy-Efficient Techniques in Sustainable Cloud Computing," Sustainability, MDPI, vol. 14(10), pages 1-89, May.
  78. Tekic, Zeljko & Tekic, Anja, 2024. "Complex patterns of ICTs' effect on sustainable development at the national level: The triple bottom line perspective," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
  79. Xiaoxi Zhang & Machiko Shinozuka & Yuriko Tanaka & Yuko Kanamori & Toshihiko Masui, 2022. "How ICT can contribute to realize a sustainable society in the future: a CGE approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 5614-5640, April.
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