Economic and embodied energy analysis of integrated circuit manufacturing processes

Applied Materials 2015. July. http://www.appliedmaterials.com/nanochip/nanochip-fab-solutions/july-2015/trends-in-subfab-energy-consumption-and-emissions-control. Argonne National Laboratry (ANL). 2021. Greenhouse gases, Regulated Emissions, and Energy use in Technologies Model ® (2021.Net). Accessed October 22, 2021. doi:10.11578/GREET-Net-2021/dc.20210903.1. Babbitt, CW, H. Madaka, S. Althaf, B. Kasulaitis, and EG Ryen. 2019. “Material composition of consumer electronics.” December. Belkhir, 2018, “Assessing ICT global emissions footprint: Trends to 2040 & recommendations.”, J. Clean. Prod., 177, 448, 10.1016/j.jclepro.2017.12.239 Boyd, S. 2009. PhD Thesis. Life-Cycle Assessment of Semiconductors. Berkeley: University of California. Accessed January 20, 2020. https://digitalassets.lib.berkeley.edu/etd/ucb/text/Boyd_berkeley_0028E_10192.pdf. Brunvand, E., D. Kline, and AK Jones. 2018. “Dark Silicon Considered Harmful: A Case for Truly Green Computing.” 2018 Ninth International Green and Sustainable Computing Conference (IGSC) 1–8. doi:10.1109/IGCC.2018.8752110. Ciroth, C., C. Di Noi, T. Lohse, and M. Srocka. 2019. Comprehensive user manual. OpenLCA. Accessed January 2020, 2020. 〈http://www.openlca.org/wp-content/uploads/2019/07/openLCA-1–9_User-Manual.pdf〉. Dell. 2010. “Carbon Footprint of a Typical Business Laptop From Dell.” May. Accessed January 20, 2020. https://i.dell.com/sites/content/corporate/corp-comm/en/Documents/dell-laptop-carbon-footprint-whitepaper.pdf. EIA. 2020. “US Electricity generation by source.” (US - Energy information administration). Accessed February 20, 2020. 〈https://www.eia.gov/tools/faqs/faq.php?id=427&t=3〉. GaBi. 2020. “GaBi LCI documentation.” Accessed January 20, 2020. 〈https://www.semi.org/en/MarketInfo/MaterialsMarket〉. Heijungs, 2020, On the number of Monte Carlo runs in comparative probabilistic LCA, Int J. Life Cycle Assess., 394, 10.1007/s11367-019-01698-4 Hischier, 2005, Establishing life cycle inventories of chemicals based on differing data availability, (Int J. Life Cycle Assess. ), 10, 59, 10.1065/lca2004.10.181.7 Huijbregts, 2006, Is cumulative fossil energy demand a useful indicator for the environmental performance of products, Environ. Sci. Technol., 40, 641, 10.1021/es051689g IC Knowledge. 2020. IC Cost and Price Model. Accessed January 20, 2020. 〈https://www.icknowledge.com/products/icmodel.html〉. IDC. 2020. International Data Corporation, Worldwide ICT Spending to Reach $4.3 Trillion. 18 Feb. Ivanov, 2019, Consideration of uncertainties in LCA for infrastructure using probabilistic methods, Struct. Infrastruct. Eng., 15, 711, 10.1080/15732479.2019.1572200 Kim, 2018, Int. J. Occupat. Env. Health, 24, 109, 10.1080/10773525.2018.1519957 Kline, 2017, Sustainable IC design and fabrication, IEEE Explor. Kline, 2019, GreenChip: a tool for evaluating holistic sustainability of modern computing systems, Sustain. Comput.: Inform. Syst., 22, 322 Lattice Semiconductor. 2020a. Device Material content. Accessed January 20, 2020. 〈https://www.latticesemi.com/view_document?document_id=52015〉. Lattice Semiconductor. 2020b. Device Material Content. Accessed January 20, 2020. 〈https://www.latticesemi.com/view_document?document_id=51952〉. Lenovo. 2019. Lenovo Product Carbon Footprint (PCF) Information Sheet. February. Accessed January 2020. 〈https://static.lenovo.com/ww/docs/regulatory/PCF_ThinkPad_T490.pdf〉. Maga, 2013, Comparison of two ICT solutions: desktop PC versus thin client computing, Int J. Life Cycle Assess., 18, 861, 10.1007/s11367-012-0499-3 Malmodin, 2010, Greenhouse gas emissions and operational electricity use in the ICT and entertainment & media sectors, J. Ind. Ecol., 14, 770, 10.1111/j.1530-9290.2010.00278.x MCTC. 1993. Environmental consciousness: A strategic issue for the electronics and computer industry. Austin, TX: Microelectronics and Computer Technology Corporation. Melexis. 2020. “Package material declaration.” Accessed January 20, 2020. 〈https://www.melexis.com/en/documents/documentation/environmental/package-material-declaration/environmental-tssop-ep-mlx83100-package-material〉. Microchip. 2020. “Device Material Content.” Accessed January 20, 2020. 〈http://ww1.microchip.com/downloads/en/DeviceDoc/2FB_044_LQFP10×10×14_MatteTin.pdf〉. Micron. 2020. “DDR4 SD RAM Part Catalog.” Accessed January 20, 2020. 〈https://www.micron.com/products/dram/ddr4-sdram/part-catalog/mt40a2g4sa-075〉. Muller, 2018, Effects of distribution choice on the modeling of life cycle inventory uncertainty: an assessment on the ecoinvent v2.2 database, J. Ind. Ecol., 300, 10.1111/jiec.12574 Murphy, GA. Kenig, DT. Allen, JP Laurent, DE. Dyer. 2003 37 (23), 5373–5382DOI:. 2003. “Development of Parametric Material, Energy, and Emission Inventories for Wafer Fabrication in the Semiconductor Industry.” Enviro. Sci & Tech. 37 (23): 5373–82. https://doi.org/10.1021/es034434g. OECD. 2015. Emission Scenario document (ESD) on Chemical Vapor desposition in the semiconductor industry. Paris: OECD Environment, Health and Safety Publications Series on Emission Scenario Documents. Accessed January 20, 2020. 〈http://www.oecd.org/officialdocuments/publicdisplaydocumentpdf/?cote=ENV/JM/MONO(2015)5&doclanguage=en〉. Okrasinski, T., and M. Chalkley. 2020. “INEMI Roadmap Highlights Series: Sustainable Electronics.” INEMI, April. Plummer, 2000 SEMI1996. “Cost of Ownership for Semiconductor Manufacturing, 1996, California.” California: Semiconductor Equipment and Materials International (SEMI). SEMI2020. Materials Market. Semiconductor Market Materials Information. Accessed January 20, 2020. 〈https://www.semi.org/en/MarketInfo/MaterialsMarket〉. SIA)2020. The 2020 SIA Factbook: Your Source for Semiconductor Industry Data. Accessed October 22, 2021. 〈https://www.semiconductors.org/the-2020-sia-factbook-your-source-for-semiconductor-industry-data/〉. Terry, 2020, Leveraging flexible smart manufacturing to accelerate industrial supply chain recovery, Smart Sustain. Manuf. Syst., 4, 10.1520/SSMS20200056 The Climate Group. 2008. Enabling the low carbon economy in the information age.” Global Sustainability Initiative SMART 2020. Brussel. Wang, 2016, The evaluation of energy conservation performance on electricity: a case study of the TFT-LCD Optronics Industry, Energies, 9, 206, 10.3390/en9030206 Wernet, 2016, The ecoinvent database version 3 (part I): overview and methodology, Intern. J. Life Cycle Assess., 21, 1218, 10.1007/s11367-016-1087-8 Williams, 2002, The 1.7 kilogram microchip: energy and material use in the production of semiconductor devices, Environ. Sci. Technol., 36, 5504, 10.1021/es025643o Williams, 2009, Hybrid framework for managing uncertainty in life cycle inventories, J. Ind. Ecol., 928, 10.1111/j.1530-9290.2009.00170.x