1932

Abstract

Air conditioning and refrigeration services are increasing rapidly in developing countries due to improved living standards. The cooling services industry is currently responsible for over 10% of global greenhouse gas (GHG) emissions, so it is critical to investigate how the expansion of cooling services will impact future GHG emissions. In this article, we first examine the current status and expected expansion of cooling services worldwide and the associated GHG emissions. Then, we review potential improvements and innovations that could reduce future GHG emissions. Three approaches to reduce GHG emissions within the cooling sector include converting to alternative refrigerants, improving energy efficiency, and moving toward a lower-carbon electricity grid. In addition, we identify eight interventions that apply to the built environment or the food supply chain that would lead to additional GHG reductions in the cooling sector.

Loading

Article metrics loading...

/content/journals/10.1146/annurev-environ-012220-034103
2021-10-18
2024-04-23
Loading full text...

Full text loading...

/deliver/fulltext/energy/46/1/annurev-environ-012220-034103.html?itemId=/content/journals/10.1146/annurev-environ-012220-034103&mimeType=html&fmt=ahah

Literature Cited

  1. 1. 
    IEA (Int. Energy Agency) 2018. The future of cooling: opportunities for energy-efficient air conditioning Rep., Organ. Econ. Co-op. Dev. IEA, Paris:
  2. 2. 
    Campbell I, Kalanki A, Sachar S. 2018. Solving the global cooling challenge: how to counter the climate threat from room air conditioners Rep., Rocky Mount. Inst. Boulder, CO:
    [Google Scholar]
  3. 3. 
    Khosla R, Miranda ND, Trotter PA, Mazzone A, Renaldi R et al. 2021. Cooling for sustainable development. Nat. Sustain. 4:3201–8
    [Google Scholar]
  4. 4. 
    Petri Y, Caldeira K. 2015. Impacts of global warming on residential heating and cooling degree-days in the United States. Sci. Rep. 5:2427
    [Google Scholar]
  5. 5. 
    UNEP (United Nations Environ. Progr.), IEA (Int. Energy Agency) 2020. Cooling emissions and policy synthesis report: benefits of cooling efficiency and the Kigali Amendment. Tech. Rep UNEP, Nairobi/IEA, Paris:
    [Google Scholar]
  6. 6. 
    Dreyfus G, Borgford-Parnell N, Christensen J, Fahey DW, Motherway B et al. 2020. Assessment of climate and development benefits of efficient and climate-friendly cooling Rep., Inst. Gov. Sustain. Dev. Washington, DC/Cent. Mario Molina, Mexico City:
  7. 7. 
    Salin V. 2018. 2018 GCCA global cold storage capacity report Rep., Glob. Cold Chain Alliance Arlington, VA:
  8. 8. 
    Heard BR, Miller SA. 2018. Potential changes in greenhouse gas emissions from refrigerated supply chain introduction in a developing food system. Environ. Sci. Technol. 53:1251–60
    [Google Scholar]
  9. 9. 
    Statista 2020. Refrigerator unit sales worldwide from 2012 to 2025 (in millions). Statista. https://www.statista.com/statistics/1124245/refrigerator-unit-sales-worldwide/
    [Google Scholar]
  10. 10. 
    United Nations 2021. 7: Affordable and Clean Energy. United Nations Sustainable Development Goals. https://www.un.org/sustainabledevelopment/energy/
    [Google Scholar]
  11. 11. 
    United Nations 2021. SDG indicators: metadata repository. United Nations Sustainable Development Goals. https://unstats.un.org/sdgs/metadata/?Text=&Goal=7&Target=
    [Google Scholar]
  12. 12. 
    Ritchie H, Roser M, Ortiz-Ospina E, Mispy J. 2018. Measuring progress towards the Sustainable Development Goals. SDG-Tracker.org. https://sdg-tracker.org/
    [Google Scholar]
  13. 13. 
    Coulomb D, Dupont JL, Pichard A, IIF IIR 2015. The role of refrigeration in the global economy. 29th Note on Refrigeration Technologies Rep., Int. Inst. Refrig. Paris:
  14. 14. 
    Sukri MF, Musa MN, Senawi MY, Nasution H. 2015. Achieving a better energy-efficient automotive air-conditioning system: a review of potential technologies and strategies for vapor compression refrigeration cycle. Energy Effic 8:61201–29
    [Google Scholar]
  15. 15. 
    IEA (Int. Energy Agency) 2019. Cooling on the move: the future of air conditioning in vehicles. Rep., IEA Paris:
  16. 16. 
    DeCicco J, Fung F. 2006. Global warming on the road: the climate impact of America's automobiles Rep., Environ. Defense Fund New York:
  17. 17. 
    Bednar-Friedl B, Wolkinger B, König M, Bachner G, Formayer H et al. 2015. Transport. In Economic Evaluation of Climate Change Impacts. Springer Climate K Steininger, M König, B Bednar-Friedl, L Kranzl, W Loibl, F Prettenthaler 279–300 Cham, Switz: Springer
    [Google Scholar]
  18. 18. 
    Li Z, Kandlikar SG. 2015. Current status and future trends in data-center cooling technologies. Heat Transf. Eng. 36:6523–38
    [Google Scholar]
  19. 19. 
    Ni J, Bai X. 2017. A review of air conditioning energy performance in data centers. Renew. Sustain. Energy Rev. 67:625–40
    [Google Scholar]
  20. 20. 
    Sadorsky P. 2012. Information communication technology and electricity consumption in emerging economies. Energy Policy 48:130–36
    [Google Scholar]
  21. 21. 
    Glob. Cold Chain Alliance 2020. About the cold chain. Global Cold Chain Alliance https://www.gcca.org/about/about-cold-chain
    [Google Scholar]
  22. 22. 
    Heard BR, Miller SA. 2016. Critical research needed to examine the environmental impacts of expanded refrigeration on the food system. Environ. Sci. Technol. 50:2212060–71
    [Google Scholar]
  23. 23. 
    Hoang HM, Brown T, Indergard E, Leducq D, Alvarez G. 2016. Life cycle assessment of salmon cold chains: comparison between chilling and superchilling technologies. J. Clean. Prod. 126:363–72
    [Google Scholar]
  24. 24. 
    Grand View Research 2019. Cold chain market size, share & trends analysis report by type, by packaging, by equipment, by application, by region, and segment forecasts, 2019-2025 Rep., Grand View Res. San Francisco:
  25. 25. 
    Katare L, Sonpimple A 2019. Cold chain logistics market by end use industry (fruits & vegetables, bakery & confectionary, dairy & frozen desserts, meat, fish & sea food, drugs & pharmaceuticals, and others): global opportunity analysis and industry forecast, 2019-2026. Rep., Allied Market Res. Portland:
  26. 26. 
    Evans J, Curlin J, Clark E 2018. Cold chain technology brief—cold storage and refrigerated warehouse Rep., UN Environ. Progr. OzonAction, Int. Inst. Refrig. Paris:
  27. 27. 
    Statista 2020. Household ownership rate of major appliances in selected countries worldwide in 2020. Statista. https://www.statista.com/statistics/1117972/major-appliances-ownership-selected-countries/
    [Google Scholar]
  28. 28. 
    James C, Onarinde BA, James SJ. 2017. The use and performance of household refrigerators: a review. Compr. Rev. Food Sci. Food Saf. 16:1160–79
    [Google Scholar]
  29. 29. 
    Shingetsu Res. Consult 2020. Global refrigerated truck market Rep. SR/AU-03 Shingetsu, Noida, India:
  30. 30. 
    Research and Markets 2020. Global Cold Chain Market by Application – Forecast to 2025. Rep. 5180903 Dublin, Irel:.
  31. 31. 
    Miller SA, Keoleian GA. 2015. Framework for analyzing transformative technologies in life cycle assessment. Environ. Sci. Technol. 49:53067–75
    [Google Scholar]
  32. 32. 
    Kosoy BV 2003. Thermodynamics and design principles of refrigeration systems. Low Temperature and Cryogenic Refrigeration. NATO Science Series (Series II: Mathematics, Physics and Chemistry), Vol. 99 S Kakaç, HF Smirnov, MR Avelino 5–22 Dordrecht, Neth: Springer
    [Google Scholar]
  33. 33. 
    Kim EJ, Lee YC, Lee HU, Huh YS, Lee M. 2016. Environment-friendly industrial cleaning agents incorporating plant-oil-based raw materials as chlorofluorocarbon (CFC) alternatives. Chem. Eng. J. 290:103–15
    [Google Scholar]
  34. 34. 
    Choudhari CS, Sapali SN. 2017. Performance investigation of natural refrigerant R290 as a substitute to R22 in refrigeration systems. Energy Procedia 109:346–52
    [Google Scholar]
  35. 35. 
    UNEP (UN Environ. Progr.) 2020. Handbook for the Montreal Protocol on Substances that Deplete the Ozone Layer Nairobi: UNEP. , 4th ed..
  36. 36. 
    Shaik SV, Babu TPA. 2017. Theoretical performance investigation of vapour compression refrigeration system using HFC and HC refrigerant mixtures as alternatives to replace R22. Energy Procedia 109:235–42
    [Google Scholar]
  37. 37. 
    United Nations Ind. Dev. Organ 2021. The Montreal Protocol evolves to fight climate change. United Nations Industrial Development Organization https://www.unido.org/our-focus-safeguarding-environment-implementation-multilateral-environmental-agreements-montreal-protocol/montreal-protocol-evolves-fight-climate-change
    [Google Scholar]
  38. 38. 
    Booten C, Nicholson S, Mann M, Abdelaziz O. 2020. Refrigerants: market trends and supply chain assessment Tech. Rep. NREL/TP-5500-70207 Clean Energy Manuf. Anal. Cent. Golden, CO:
  39. 39. 
    Sethi A, Pottker G, Yana Motta S 2016. Experimental evaluation and field trial of low global warming potential R404A replacements for commercial refrigeration. Sci. Technol. Built Environ. 22:81175–84
    [Google Scholar]
  40. 40. 
    Heller MC, Selke SEM, Keoleian GA. 2019. Mapping the influence of food waste in food packaging environmental performance assessments. J. Ind. Ecol. 23:2480–95
    [Google Scholar]
  41. 41. 
    Pearson A. 2008. Refrigeration with ammonia. Int. J. Refrig. 31:4545–51
    [Google Scholar]
  42. 42. 
    UNEP (UN Environ. Progr.) Ozone Secretariat 2015. Fact Sheet 2: Overview of HFC Market Sectors. Rep., UNEP Ozone Secr. Nairobi:
  43. 43. 
    The Linde Group 2020. Managing refrigerants the responsible way. The Linde Group https://www.linde-gas.com/en/images/Refigerants%20Environmental%20Impact%20brochure_tcm17-108598.pdf
    [Google Scholar]
  44. 44. 
    Zhang M, Lu M, Zhou Y. 2019. An overview of R22 refrigerant substitution in China: a look at China's efforts to replace the R22 refrigerant in order to comply with the Montreal Protocol. EM Magazine Sept .
    [Google Scholar]
  45. 45. 
    Ciconkov R. 2018. Refrigerants: There is still no vision for sustainable solutions. Int. J. Refrig. 86:441–48
    [Google Scholar]
  46. 46. 
    Heredia-Aricapa Y, Belman-Flores JM, Mota-Babiloni A, Serrano-Arellano J, García-Pabón JJ. 2020. Overview of low GWP mixtures for the replacement of HFC refrigerants: R134a, R404A and R410A. Int. J. Refrig. 111:113–23
    [Google Scholar]
  47. 47. 
    Kasera S, Bhaduri SC. 2017. Performance of R407C as an alternate to R22: a review. Energy Procedia 109:4–10
    [Google Scholar]
  48. 48. 
    US Environ. Protect. Agency 2018. Ozone-depleting substances. United States Environmental Protection Agency https://www.epa.gov/ozone-layer-protection/ozone-depleting-substances
    [Google Scholar]
  49. 49. 
    [Google Scholar]
  50. 50. 
    Green Cool. Initiat 2020. Global greenhouse gas emissions from the RAC sector. Green Cooling Initiative https://www.green-cooling-initiative.org/country-data#!total-emissions/all-sectors/absolute
    [Google Scholar]
  51. 51. 
    Munzinger P, Gessner A. 2015. Climate-friendly refrigeration and air conditioning: a key mitigation option for INDCs Work. Pap., Dtsche. Ges. Int. Zusammenarbeit GmbH Eschborn, Ger:.
  52. 52. 
    Cowen D, Gartshore J, Chaer I, Francis C, Maidment G. 2010. REAL Zero: Reducing refrigerant emissions and leakage: feedback from the IOR project. Paper presented at the Proceedings of the Institute of Refrigeration Solihull, UK: Apr. 22
  53. 53. 
    Makhnatch P, Mota-Babiloni A, Rogstam J, Khodabandeh R. 2017. Retrofit of lower GWP alternative R449A into an existing R404A indirect supermarket refrigeration system. Int. J. Refrig. 76:184–92
    [Google Scholar]
  54. 54. 
    Bovea MD, Cabello R, Querol D. 2007. Comparative life cycle assessment of commonly used refrigerants in commercial refrigeration systems. Int. J. Life Cycle Assess. 12:5299–307
    [Google Scholar]
  55. 55. 
    Francis C, Maidment G, Davies G. 2017. An investigation of refrigerant leakage in commercial refrigeration. Int. J. Refrig. 74:10–19
    [Google Scholar]
  56. 56. 
    Singh R. 2008. Benchmarking Study of the Refrigerated Warehousing Industry Sector in California Rep., Public Interest Energy Res., Calif. Energy Comm.
  57. 57. 
    Tassou SA, Ge Y, Hadawey A, Marriott D. 2011. Energy consumption and conservation in food retailing. Appl. Therm. Eng. 31:2–3147–56
    [Google Scholar]
  58. 58. 
    Cent. Sustain. Syst., 2020. Residential buildings factsheet. Ann Arbor, MI: Univ. Michigan
  59. [Google Scholar]
  60. 60. 
    European Commission 2006. Directive 2006/40/EC of the European Parliament and of the Council of 17 May 2006 relating to emissions from air-conditioning systems in motor vehicles and amending Council Directive 70/156/EEC. Off. J. Eur. Union 161:12–18
    [Google Scholar]
  61. 61. 
    Gluckman R. 2015. Achieving the EU HFC Phase Down: the EPEE “Gapometer” Project. EU Phase Down Roadmap: understanding the actions required by each HFC end-user sector. Rep. Eur. Partnersh. Energy Environ. Brussels:
    [Google Scholar]
  62. 62. 
    EPA (US Environ. Protect. Agency) 2020. Phasing out HCFC refrigerants to protect the ozone layer. Rep. EPA-430-F-09-080 EPA Washington, DC:
  63. 63. 
    EPA (US Environ. Protect. Agency) 2021. Reducing hydrofluorocarbon (HFC) use and emissions in the federal sector through SNAP Significant New Alternatives Policy (SNAP) https://www.epa.gov/snap/reducing-hydrofluorocarbon-hfc-use-and-emissions-federal-sector-through-snap#actions
  64. 64. 
    Natural Resources Defense Council 2019. US states take the lead in HFC phasedown. Paper presented at the 41st meeting of the Open-Ended Working Group of the Parties to the Montreal Protocol Bangkok: July 1–5
  65. 65. 
    Zhao H, Liu S, Tian C, Yan G, Wang D 2018. An overview of current status of cold chain in China. Int. J. Refrig. 88:483–95
    [Google Scholar]
  66. 66. 
    Yao B, Fang X, Vollmer MK, Reimann S, Chen L et al. 2019. China's hydrofluorocarbon emissions for 2011–2017 inferred from atmospheric measurements. Environ. Sci. Technol. Lett. 6:8479–86
    [Google Scholar]
  67. 67. 
    Fang X, Velders GJM, Ravishankara AR, Molina MJ, Hu J, Prinn RG. 2016. Hydrofluorocarbon (HFC) emissions in China: an inventory for 2005–2013 and projections to 2050. Environ. Sci. Technol 50:42027–34
    [Google Scholar]
  68. 68. 
    Blumberg K, Aaron I, Taddonio KN, Andersen SO, Sherman NJ. 2019. Mobile air-conditioning: the life-cycle costs and greenhouse-gas benefits of switching to alternative refrigerants and improving system efficiencies White Pap., Int. Counc. Clean Transp. Washington, DC:
  69. 69. 
    Raghuvanshi S, Maheshwari G. 2011. Analysis of ammonia–water (NH3-H2O) vapor absorption refrigeration system based on first law of thermodynamics. Int. J. Sci. Eng. Res. 2:81–7
    [Google Scholar]
  70. 70. 
    Llopis R, Cabello R, Sánchez D, Torrella E. 2015. Energy improvements of CO2 transcritical refrigeration cycles using dedicated mechanical subcooling. Int. J. Refrig. 55:129–41
    [Google Scholar]
  71. 71. 
    Sawalha S, Karampour M, Rogstam J. 2015. Field measurements of supermarket refrigeration systems. Part I: analysis of CO2 trans-critical refrigeration systems. Appl. Therm. Eng. 87:633–47
    [Google Scholar]
  72. 72. 
    Sawalha S, Piscopiello S, Karampour M, Manickam L, Rogstam J. 2017. Field measurements of supermarket refrigeration systems. Part II: analysis of HFC refrigeration systems and comparison to CO2 trans-critical. Appl. Therm. Eng. 111:170–82
    [Google Scholar]
  73. 73. 
    Bellos E, Tzivanidis C. 2019. A comparative study of CO2 refrigeration systems. Energy Convers. Manag. X 1:100002
    [Google Scholar]
  74. 74. 
    Shah N, Wei M, Letschert V, Phadke A. 2015. Benefits of leapfrogging to superefficiency and low global warming potential refrigerants in room air conditioning. Rep. LBNL-1003671, Energy Technol. Area, Lawrence Berkeley Natl. Lab. Berkeley:
  75. 75. 
    Park WY, Shah N, Gerke BF. 2017. Assessment of commercially available energy-efficient room air conditioners including models with low global warming potential (GWP) refrigerants. Rep. 2001047 Int. Energy Analysis Dep., Berkeley Lab Berkeley:
  76. 76. 
    Arora P, Seshadri G, Tyagi AK. 2018. Fourth-generation refrigerant: HFO 1234yf. Curr. Sci. 115:81497–503
    [Google Scholar]
  77. 77. 
    UNEP (UN Environ. Progr.) 2018. The potential to improve the energy efficiency of refrigeration, air-conditioning and heat pumps Brief. Note B, UNEP Nairobi:
  78. 78. 
    Sun B. 2018. Heterogeneous direct rebound effect: theory and evidence from the Energy Star program. Energy Econ 69:335–49
    [Google Scholar]
  79. 79. 
    UNEP (UN Environ. Protect. Agency) 2020. Energy Star by the numbers–2019. Energy Star. https://www.energystar.gov/sites/default/files/asset/document/2020_EPA_ES_Factsheet_ByTheNumbers_v4_KAB508c.pdf
    [Google Scholar]
  80. 80. 
    IEA (Int. Energy Agency) 2013. Transition to sustainable buildings. Rep. IEA Paris:
  81. 81. 
    Ohler AM, Loomis DG, Ilves K. 2020. A study of electricity savings from Energy Star appliances using household survey data. Energy Policy 144:111607
    [Google Scholar]
  82. 82. 
    Feng K, Hubacek K, Siu YL, Li X. 2014. The energy and water nexus in Chinese electricity production: a hybrid life cycle analysis. Renew. Sustain. Energy Rev. 39:342–55
    [Google Scholar]
  83. 83. 
    US Energy Information Administration 2020. How much carbon dioxide is produced per kilowatthour of US electricity generation?. Frequently asked questions (FAQ). https://www.eia.gov/tools/faqs/faq.php?id=74&t=11#:∼:text=In%202018%2C
    [Google Scholar]
  84. 84. 
    Wu W, Beretta C, Cronje P, Hellweg S, Defraeye T. 2019. Environmental trade-offs in fresh-fruit cold chains by combining virtual cold chains with life cycle assessment. Appl. Energy 254:113586
    [Google Scholar]
  85. 85. 
    Parra D, Swierczynski M, Stroe DI, Norman SA, Abdon A et al. 2017. An interdisciplinary review of energy storage for communities: challenges and perspectives. Renew. Sustain. Energy Rev. 79:730–49
    [Google Scholar]
  86. 86. 
    Yang Y, Bremner S, Menictas C, Kay M. 2018. Battery energy storage system size determination in renewable energy systems: a review. Renew. Sustain. Energy Rev. 91:109–25
    [Google Scholar]
  87. 87. 
    Yao L, Yang B, Cui H, Zhuang J, Ye J, Xue J. 2016. Challenges and progresses of energy storage technology and its application in power systems. J. Mod. Power Syst. Clean Energy 4:4519–28
    [Google Scholar]
  88. 88. 
    Senick J. 2021. A new paradigm for building codes. EEB codes: performance-based codes. http://www.cbei.psu.edu/eeb-codes-performance-based-codes/index.html
    [Google Scholar]
  89. 89. 
    Sarraf G, Kombargi R, Decker C, Moussalli J. 2019. Cooling our world: how to increase district cooling adoption through proven regulation Rep., Strategy&, PwC Dubai:
  90. 90. 
    Shehabi A, Masanet E, Price H, Horvath A, Nazaroff WW. 2011. Data center design and location: consequences for electricity use and greenhouse-gas emissions. Build. Environ. 46:5990–98
    [Google Scholar]
  91. 91. 
    Depoorter V, Oró E, Salom J. 2015. The location as an energy efficiency and renewable energy supply measure for data centres in Europe. Appl. Energy 140:338–49
    [Google Scholar]
  92. 92. 
    Lee KP, Chen HL. 2013. Analysis of energy saving potential of air-side free cooling for data centers in worldwide climate zones. Energy Build 64:103–12
    [Google Scholar]
  93. 93. 
    National Renewable Energy Laboratory 1995.. Keep it cool with thermal energy storage Rep., Off. Energy Effic. Renew. Energy, US Dep. Energy Washington, DC:
  94. 94. 
    Ueckerdt F, Kempener R. 2015. From baseload to peak: Renewables provide a reliable solution. Rep., IRENA Abu Dhabi, UAE:
  95. 95. 
    Ban M, Krajačić G, Grozdek M, Ćurko T, Duić N 2012. The role of cool thermal energy storage (CTES) in the integration of renewable energy sources (RES) and peak load reduction. Energy 48:1108–17
    [Google Scholar]
  96. 96. 
    Van Asselt A, Reindl DT, Nellis GF. 2016. Operation of cool thermal energy storage to increase renewable energy utilization. Paper presented at International High Performance Buildings Conference West Lafayette: July 11–14
  97. 97. 
    Gustavsson J, Cederberg C, Sonesson U. 2011. Global food losses and food waste Rep., UN Food Agric Organ., Rome:
  98. 98. 
    James SJ, James C 2010. The food cold-chain and climate change. Food. Res. Int. 43:1944–56
    [Google Scholar]
  99. 99. 
    Yahia EM. 2009. Cold chain development and challenges in the developing world. Acta Hortic 877:127–132
    [Google Scholar]
  100. 100. 
    Hu G, Mu X, Xu M, Miller SA. 2019. Potentials of GHG emission reductions from cold chain systems: case studies of China and the United States. J. Clean. Prod. 239:118053
    [Google Scholar]
  101. 101. 
    Luiguy XL, Clayton HOA, Sergio HMS. 2019. Smart consumption study using data analysis and IoT in residential level refrigeration machines. Paper presented at Proceedings of the Future Technologies Conference San Francisco: Oct. 24–25
  102. 102. 
    Chen YY, Wang YJ, Jan JK 2014. A novel deployment of smart cold chain system using 2G-RFID-Sys. J. Food Eng. 141:113–21
    [Google Scholar]
  103. 103. 
    Miqdad A, Kadir K, Ahmed SF, Janin Z, Khan S. 2019. Space cooling load monitoring system with IoT. 2018 IEEE 5th International Conference on Smart Instrumentation, Measurement and Application (ICSIMA), Songkhla, Thailand, November 283029–30 Piscataway, NJ: IEEE
    [Google Scholar]
  104. 104. 
    Thongkaew S, Charitkuan C. 2018. IoT for energy saving of split-type air conditioner by controlling supply air and area temperature. 2018 22nd International Computer Science and Engineering Conference (ICSEC), Chiang Mai, Thailand, November 212427–30 Piscataway, NJ: IEEE
    [Google Scholar]
  105. 105. 
    Shukla A, Jain G, Chaurasia K, Venkanna U. 2019. Smart fruit warehouse and control system using IoT. 2019 International Conference on Data Science and Engineering (ICDSE) Patna, India, September 2628 40–45 Piscataway, NJ: IEEE
    [Google Scholar]
  106. 106. 
    Opalic SM, Goodwin M, Jiao L, Nielsen HK, Álvarez Pardiñas Á et al. 2020. ANN modelling of CO2 refrigerant cooling system COP in a smart warehouse. J. Clean. Prod. 260:120887
    [Google Scholar]
  107. 107. 
    Chen J, Xu S, Chen H, Zhao C, Xue K. 2020. Research on optimization of food cold chain logistics distribution route based on Internet of Things. J. Phys. Conf. Ser. 1544:012086
    [Google Scholar]
  108. 108. 
    Monteleone S, Sampaio M, Maia RF. 2017. A novel deployment of smart Cold Chain system using 2G-RFID-Sys temperature monitoring in medicine Cold Chain based on Internet of Things. 2017 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Bari, Italy, September 18-20 205–10 Piscataway, NJ: IEEE
    [Google Scholar]
  109. 109. 
    Kim S, Kim D. 2018. Design of an innovative blood cold chain management system using blockchain technologies. ICIC Express Lett. B 9:101067–73
    [Google Scholar]
/content/journals/10.1146/annurev-environ-012220-034103
Loading
/content/journals/10.1146/annurev-environ-012220-034103
Loading

Data & Media loading...

  • Article Type: Review Article
This is a required field
Please enter a valid email address
Approval was a Success
Invalid data
An Error Occurred
Approval was partially successful, following selected items could not be processed due to error