Economics of Open-Source Solar Photovoltaic Powered Cryptocurrency Mining

Authors

  • Matthew Tiger McDonald Western University
  • Koami Soulemane Hayibo Western University
  • Finn Hafting Western University
  • Joshua M. Pearce Western University

DOI:

https://doi.org/10.5195/ledger.2023.278

Keywords:

Cryptocurrency Mining, Solar Photovoltaic, Economics, Open-Source, Sustainability, Energy

Abstract

Solar photovoltaic (PV) technology offers a promising means to alleviate environmental and electricity costs challenges for cryptocurrency miners. To analyze this promise, this study investigated the feasibility of using electricity from individually optimized PV systems to power: 1) an individual Bitcoin miner, 2) a DIY intermodal shipping container holding 50 miners, and 3) a commercial mining farm container holding 408 miners. In a controlled lab environment, miners were monitored for electricity use. Then using these values, numerical simulations of both the PV system yield and sensitivity ranges based on the Bitcoin price, Bitcoin halving events, and miner hardware were investigated for informed financial planning. In addition, sensitivity for geographic locations in North America, utility electric rates and PV capital costs were analyzed. The profitability and return on investment (ROI) varied by location primarily because of the geographic distribution of solar flux and utility rates. The ROI for using PV with Bitcoin mining was found to be negative for Toronto and Montreal because of low-cost electricity, while it was 8% for Calgary. In the U.S. cities evaluated, the ROIs were substantial and ranged from 34% in New York, to 64% in Boulder, and up to 104% in Los Angeles. Although the study is based in North America regarding energy rates, climate, and energy laws, the analysis methodology is generalizable globally and grants the average cryptocurrency business the knowledge to make an informed decision on whether to pursue this venture from a financial and environmental perspective. This study contributes to the body of knowledge in cryptocurrency mining by providing an economic means of environmental preservation by powering cryptocurrency miners with renewable solar energy.

References

“#1 Bitcoin Halving Countdown & Date ETA” BTC Clock (accessed 15 June 2022) https://www.buybitcoinworldwide.com/bitcoin-clock/.

“225 kVA 600 Volt to 208Y/120 Volt Three phase Isolation Transformer BA225J-M/Z3.” Canada Transformers (accessed 16 June 2022) https://canadatransformers.com/225-kva-isolation-transformer-ba225j-m-z3.html.

“24 in. Industrial Oscillating Pedestal Fan.” Princess Auto (accessed 16 June 2022) https://www.princessauto.com/en/24-in-industrial-oscillating-pedestal-fan/product/PA0008912321.

“AC Digital Multi-Function Meter” Amazon (accessed 12 August 2022) https://images-na.ssl-images-amazon.com/images/I/91ruFFpzaxL.pdf.

“Amazon.com: NEMA 6-20P to C13 Power Cord - 15A/250V, 14/3 AWG - Iron Box # IBX-4936 (5 ft, Build) : Electronics.” Amazon (accessed 16 June 2022) https://www.amazon.com/NEMA-6-20P-C13-Power-Cord/dp/B004WJNVH4.

“AntMiner S9 ~13.5TH/s @ 0.098W/GH 16nm ASIC Bitcoin Miner with Power Supply and Cord : Amazon.ca: Electronics.” Amazon (accessed 16 June 2022) https://www.amazon.ca/AntMiner-S9-13-5TH-0-098W-Bitcoin-Supply/dp/B01GFEOV0O/.

“Average Energy Prices, Los Angeles-Long Beach-Anaheim – December 2021” U.S. Bureau of Labor Statistics (accessed 5 August 2022) https://www.bls.gov/regions/west/news-release/2022/averageenergyprices_losangeles_20220113.htm.

“Bit-Ram Has Crypto Mining Container for Sale and With The Fastest Turnaround Times in the Industry.” BIT RAM (accessed 1 July 2022) https://bit-ram.ca/.

“Bitcoin Halving – How Does the Halving Cycle Work and Why Does It Matter?” Cointelegraph (accessed 15 June 2022) https://cointelegraph.com/bitcoin-for-beginners/bitcoin-halving-how-does-the-halving-cycle-work-and-why-does-it-matter.

“Bitcoin Miner Container Prices - Bitcoin Mining Containers For Sale” QuoteColo (accessed 1 July 2022) https://www.quotecolo.com/bitcoin-miner-container/.

“Bitmain Antminer S17e (64Th) profitability.” ASIC Miner Value (accessed 15 June 2022) https://www.asicminervalue.com/miners/bitmain/antminer-s17e-64th.

“BITMAIN Shop, Bitcoin Miner S19 XP” Bitmain Technologies (accessed 16 June 2022) https://shop.bitmain.com/product/detail?pid=00020220210152002039CHAR8f2i0636.

“Buy Containers.” Northern Container Sales (accessed 16 June 2022) https://northerncontainersales.ca/buy-shipping-containers/.

“Cost of Electricity in Boulder, CO” EnergySage (accessed 5 August 2022) https://www.energysage.com/local-data/electricity-cost/co/boulder-county/boulder/.

“Cost of Electricity in New York” EnergySage (accessed 5 August 2022) https://www.energysage.com/local-data/electricity-cost/ny/.

“D-Link Ethernet Switch, 24 Port Gigabit Easy Smart Managed Network Internet Desktop or Rack Mountable (DGS-1100-24V2), Black : Amazon.ca: Electronics.” Amazon (accessed 16 June 2022) https://www.amazon.ca/D-Link-Ethernet-Internet-Mountable-DGS-1100-24V2/dp/B0876G6ZC2/.

“Documenting a Decade of Cost Declines for PV Systems.” National Renewable Energy Laboratory (5 August 2022) https://www.nrel.gov/news/program/2021/documenting-a-decade-of-cost-declines-for-pv-systems.html.

“Farmland Value.” USDA Economic Research Service (accessed 5 August 2022) https://www.ers.usda.gov/topics/farm-economy/land-use-land-value-tenure/farmland-value/.

“For Living Tilt-Head Oscillating Pedestal/Stand Fan w/Adjustable Height, 3-Speed, Assorted, 16-in.” Canadian Tire https://www.canadiantire.ca/en/pdp/for-living-tilt-head-oscillating-pedestal-stand-fan-w-adjustable-height-3-speed-assorted-16-in-0435649p.html#plp.

“Hash-rate.” Blockchain.com (accessed 17 June 2022) https://www.blockchain.com/charts/hash-rate.

“Hashrate Specification.” Braiins | Slush Pool (accessed 24 June 2022) https://help.slushpool.com/en/support/solutions/articles/77000422780-hashrate-specification.

“Husky 77-inch W x 78-inch H x 24-inch D 4-Shelf Heavy Duty Industrial Welded Steel Garage.” The Home Depot Canada (accessed 16 June 2022) https://www.homedepot.ca/product/husky-77-inch-w-x-78-inch-h-x-24-inch-d-4-shelf-heavy-duty-industrial-welded-steel-garage-storage-rack-shelving-unit-in-black/1001621278.

“IPTV Bundles – Ignite TV and Internet Bundles” Rogers.com (accessed 14 June 2022) https://www.rogers.com/promotions/tv-internet.

“MODULES – CSI Solar – Global.” CanadianSolar (accessed 2 August 2022) https://www.csisolar.com/module/.

“My-wallet-N-users.” Blockchain.com (accessed 5 June 2022) https://www.blockchain.com/charts/my-wallet-n-users.

“Over Two Thirds of Economists Think a Recession Will Hit The U.S. Next Year.” Fortune (accessed 26 June 2022) https://fortune.com/2022/06/13/recession-economists-survey-2023-inflation-interest-rates/.

“Reward System Specification,” Braiins | Slush Pool (accessed 26 June 2022) https://help.slushpool.com/en/support/solutions/articles/77000426280-reward-system-specification.

“SIEMENS CANADA EQ442QJ200 200Amp 42-CCT 3-Phase Siemens Combo Panel With Main Breaker.” Gescan (accessed 16 June 2022) https://www.gescan.com/products/20-power-distribution/06-load-centers/09-three-phase-main-breaker-load-centers.

“SIEMENS CANADA ID364 200A 600V 3-Poles 3-Fuse Fusible Industrial Duty Switch.” Gescan (accessed 16 June 2022) https://www.gescan.com/products/20-power-distribution.

“Slush Pool | by Braiins.” Braiins | Slush Pool (accessed 15 June 2022) https://slushpool.com/en/home/.

“Solar Panel Incentives and Rebates in Canada.” Renogy Canada (accessed 10 August 2022) https://ca.renogy.com/blog/solar-panel-incentives-and-rebates-in-canada/.

“StarTech.com Cat5e Ethernet Cable10 ft - Blue - Patch Cable - Snagless Cat5e Cable - Network Cable - Ethernet Cord - Cat 5e Cable - 10ft : Amazon.ca: Electronics.” Amazon (accessed 16 June 2022) https://www.amazon.ca/StarTech-com-RJ45PATCH10-Snagless-Patch-10-Feet/dp/B0002AFYJ0/.

“TradingView – Track All Markets,” TradingView (accessed 17 June 2022) https://www.tradingview.com/.

“Value Per Acre of Farm Land and Buildings at July 1.” Statistics Canada (accessed 5 August 2022) https://doi.org/10.25318/3210004701-eng.

“WM-14 Panel Mount 277/480V or 347/600V Multi-function Meter,” Intellimeter Canada Inc. (accessed 16 June 2022) https://www.intellimeter.com/products/wm-14-panel-moount-277-460v-or-347-600v-multi-function-meter.

Admin. “Antminer S17 is Temper-mental, as are S19, S9, T17, T9, L3+.” MinerDaily.com (accessed 22 November 2022) https://minerdaily.com/2021/antminer-s17-is-temper-mental-as-are-s19-s9-t17-t9-l3/.

Ankalkoti, P., S. G. Santhosh. "A Relative Study on Bitcoin Mining." Imperial Journal of Interdisciplinary Research (IJIR) 3.5 1757-1761 (2017) https://www.researchgate.net/publication/318850089_A_Relative_Study_on_Bitcoin_Mining.

Asgari, N., McDonald, M. T., Pearce, J. M., “Energy Modeling and Techno-economic Feasibility Analysis of Greenhouses for Tomato Cultivation Utilizing the Waste Heat of Cryptocurrency Miners.” Energies 16.3 1331 (2023) https://doi.org/10.3390/en16031331.

Badea, L., Mungiu-Pupӑzan, M. C. "The Economic and Environmental Impact of Bitcoin." IEEE Access 9 48091-48104 (2021) https://doi.org/10.1109/ACCESS.2021.3068636.

Bag, S., Ruj, S., Sakurai, K. “Bitcoin Block Withholding Attack: Analysis and Mitigation” IEEE 12.8 1967-1978 https://doi.org/10.1109/TIFS.2016.2623588

Barron-Gafford, G.A., et al. “Agrivoltaics Provide Mutual Benefits across the Food–Energy–Water Nexus in Drylands.” Nature Sustainability 2 848–855 (2019) https://doi.org/10.1038/s41893-019-0364-5.

Best, R. de. “Bitcoin Market Cap 2013-2022.” Statista (accessed 5 June 2022) https://www.statista.com/statistics/377382/bitcoin-market-capitalization/ .

Bitir-Istrate, I., Gheorghiu, C., Gheorghiu, M. "The Transition Towards an Environmental Sustainability for Cryptocurrency Mining." E3S Web of Conferences 294 03004 (2021) https://doi.org/10.1051/e3sconf/202129403004.

Bonneau, J., Clark, J., & Goldfeder, S. “On Bitcoin as a Public Randomness Source.” Cryptology ePrint Archive (2015) https://ia.cr/2015/1015; Bhaskar, N. D., Chuen, D. L. K. “Bitcoin Mining Technology.” Handbook of digital currency Academic Press 45-65 (2015) https://doi.org/10.1016/B978-0-12-802117-0.00003-5.

Branker, K., Pathak, M. J. M., Pearce, J. M. “A Review of Solar Photovoltaic Levelized Cost of Electricity.” Renewable and Sustainable Energy Reviews 15.9 4470-4482 (2011) https://doi.org/10.1016/j.rser.2011.07.104.

Browning, K. "Solar Powered Bitcoin Mining: Does Solar Mining Crypto Work?" Climatebiz (accessed 6 June 2022) https://climatebiz.com/solar-powered-bitcoin-mining/.

Bruce, J. "How Many Solar Panels Do I Need To Mine Bitcoin?". DIY Solar Shack (August 2021) (ac-cessed 14 June 2022) https://diysolarshack.com/how-many-solar-panels-to-mine-bitcoin/.

Calvert, K., Mabee, W. “More Solar Farms or More Bioenergy Crops? Mapping and Assessing Potential Land-Use Conflicts Among Renewable Energy Technologies in Eastern Ontario, Canada.” Applied Geography 56 209–221 (2015) https://doi.org/10.1016/j.apgeog.2014.11.028.

Calvert, K., Pearce, J. M., Mabee, W. E. “Toward Renewable Energy Geo-Information Infrastructures: Applications of Giscience and Remote Sensing that Build Institutional Capacity.” Renewable Sustainable Energy Reviews 18 416–429 (2013) https://doi.org/10.1016/j.rser.2012.10.024.

Courtois, N. T., Grajek, M., Naik, R. “The Unreasonable Fundamental Incertitudes Behind Bitcoin Mining.” arXiv (accessed October 2013) https://doi.org/10.48550/arXiv.1310.7935.

Delgado-Mohatar, O., Felis-Rota, M., Fernández-Herraiz, C. “The Bitcoin Mining Breakdown: Is Mining Still Profitable?” Economics Letters 184 108492 (2019) https://doi.org/10.1016/j.econlet.2019 .05.044.

DeVries, P. D. "An Analysis of Cryptocurrency, Bitcoin, and the Future." International Journal of Business Management and Commerce 1.2 1-9 (2016) https://ijbmcnet.com/images/Vol1No2/1.pdf.

Dias, L., Gouveia, J. P., Lourenço, P., Seixas, J. “Interplay between the Potential of Photovoltaic Systems and Agricultural Land Use.” Land Use Policy 81 725–735 (2019) https://doi.org/10.1016/j.landusepol.2018.11.036.

Dimitri, N. “Bitcoin Mining as a Contest.” Ledger 2 31-37 (2017) https://doi.org/10.5195/ledger.2017.96

Dinesh, H., Pearce, J. M. “The Potential of Agrivoltaic Systems.” Renewable and Sustainable Energy Reviews 54 299–308 (2016) https://doi.org/10.1016/j.rser.2015.10.024.

Dupraz, C., Marrou, H., Talbot, G., Dufour, L., Nogier, A., Ferard, Y. “Combining Solar Photovoltaic Panels and Food Crops for Optimising Land Use: Towards New Agrivoltaic Schemes.” Renewable Energy 36 2725–2732 (2011) https://doi.org/10.1016/j.renene.2011.03.005.

Egiyi, M. A., Ofoegbu, G. N. "Cryptocurrency and Climate Change: An Overview." International Journal of Mechanical Engineering and Technology (IJMET) 11.3 15-22 (2020) http://eprints.gouni.edu.ng/2575/.

Eid, B., Islam, M. R., Shah, R., Nahid, A. A., Kouzani, A. Z., Mahmud, M. P. "Enhanced Profitability of Photovoltaic Plants By Utilizing Cryptocurrency-Based Mining Load." IEEE Transactions on Applied Superconductivity 31.8 1-5 (2021) https://doi.org/10.1109/TASC.2021.3096503.

Evans, S. “Solar Is Now 'Cheapest Electricity in History', Confirms IEA: Carbon Brief.” Carbon Brief (accessed 5 June 2022) https://www.carbonbrief.org/solar-is-now-cheapest-electricity-in-history-confirms-iea/.

de la Flor, Francisco José Sánchez, et al. "Solar Radiation Calculation Methodology for Building Exterior Surfaces." Solar Energy 79.5, 513-522 (2005) https://doi.org/10.1016/j.solener.2004.12.007.

Freeman, J. M., et al. “System Advisor Model (SAM) General Description (Version 2017.9.5).” National Renewable Energy Lab (2018) https://doi.org/10.2172/1440404.

Goodkind, A. L., Jones, B. A., & Berrens, R. P. "Cryptodamages: Monetary Value Estimates of the Air Pollution and Human Health Impacts of Cryptocurrency Mining." Energy Research & Social Science 59 101281 (2020) https://doi.org/10.1016/j.erss.2019.101281.

Govender, L. "Cryptocurrency Mining Using Renewable Energy: An Eco-Innovative Business Model." Arcada University of Applied Science (June 2019) https://urn.fi/URN:NBN:fi:amk-2019060214064.

Guerin, T. F. “Impacts and Opportunities from Large-Scale Solar Photovoltaic (Pv) Electricity Generation on Agricultural Production.” Environmental Quality Management 28 7–14 (2019) https://doi.org/10.1002/tqem.21629.

Horasia, C., ur Rehman, N., Yap, M., Rehman, A. "Sustainable Cryptocurrency Mining." Asia-Pacific Solar Research Conference (December 2021) https://www.researchgate.net/profile/Naveed-Rehman-3/publication/357168567_Sustainable_Cryptocurrency_Mining/links/61bfc5c363bbd93242a6a669/Sustainable-Cryptocurrency-Mining.pdf.

Houy, N. “The Bitcoin Mining Game.” Ledger 1 53–68 (2016) https://doi.org/10.5195/ledger.2016.13.

Howarth, J. “How Many People Own Bitcoin? 95 Blockchain Statistics (2022).” Exploding Topics (accessed 5 June 2022) https://explodingtopics.com/blog/blockchain-stats#number-of-wallets.

Hudelson, T., Lieth, J. H. “Crop Production in Partial Shade of Solar Photovoltaic Panels on Trackers.” AIP Conference Proceedings 2361 080001 (2021) https://doi.org/10.1063/5.0055174.

Hunt, T. "Solar-Powered Bitcoin Mining Could Be a Very Profitable Business Model" Greentech Media (2017) (accessed 12 June 2022) https://www.greentechmedia.com/articles/read/solar-powered-bitcoin-mining-could-be-a-very-profitable-business-model.

JADA Electric Inc., BitMG Inc., SESCO. Personal Communication (2018).

Jamet, S., Corfee-Morlot, J. “Assessing the Impacts of Climate Change: A Literature Review.” OECD Economics Department Working Papers (April 2009) https://doi.org/10.1787/224864018517.

Krause, M. J., Tolaymat, T. “Quantification of Energy and Carbon Costs for Mining Cryptocurrencies.” Nature Sustainability 1 711-718 (2018) https://doi.org/10.1038/s41893-018-0152-7.

Kroll, A. J, Davey, C. I., Felten, W. E. "The Economics of Bitcoin Mining, or Bitcoin in the Presence of Sdversaries." Proceedings of WEIS 2013.11 (2013) http://www.infosecon.net/workshop/downloads/2013/pdf/The_Economics_of_Bitcoin_Mining,_or_Bitcoin_in_the_Presence_of_Adversaries.pdf.

Kummu, M., Heino, M., Taka, M., Varis, O., Viviroli, D. “Climate Change Risks Pushing One-Third of Global Food Production Outside the Safe Climatic Space.” One Earth 4 720–729 (2021) https://doi.org/10.1016/j.oneear.2021.04.017.

Liu, Y., Chen, X., Zhang, L., Tang, C., Kang, H. "An Intelligent Strategy to Gain Profit for Bitcoin Mining Pools," 10th International Symposium on Computational Intelligence and Design (ISCID) 427-430 (2017) https://doi.org/10.1109/ISCID.2017.184.

Mamatkulov, M., Birsel, R. "Uzbekistan Legalises Solar-Powered Crypto Mining." Reuters (accessed 6 June 2022) https://www.reuters.com/business/finance/uzbekistan-legalises-solar-powered-crypto-mining-2022-05-04/.

Marrou, H., Wery, J., Dufour, L., Dupraz, C. “Productivity and Radiation Use Efficiency of Lettuces Grown in the Partial Shade of Photovoltaic Panels.” European Journal of Agronomy 44 54–66 (2013) https://doi.org/10.1016/j.eja.2012.08.003.

Mavani, D. D., Chauhan, P. M., Joshi, V. “Beauty of Agrivoltaic System Regarding Double Utilization of Same Piece of Land for Generation of Electricity & Food Production.” International Journal of Scientific & Engineering Research 10.6 118–148 (2019) (accessed 15 June 2022) https://www.ijser.org/researchpaper/Beauty-of-Agrivoltaic-System-regarding-double-utilization-of-same-piece-of-land-for-Generation-of-Electricity-Food-Production.pdf.

Milosavljević, D. D., Kevkić, T. S., Jovanović, S. J. “Review And Validation of Photovoltaic Solar Simulation Tools/Software Based on Case Study.” Open Physics 20, 431–451 (2022) https://doi.org/10.1515/phys-2022-0042.

Mohsin, K. "Cryptocurrency & Its Impact on Environment." International Journal of Cryptocurrency Research (2021) https://dx.doi.org/10.2139/ssrn.3846774.

Mora, C., et al. “Bitcoin Emissions Alone Could Push Global Warming Above 2°C.” Nature Climate Change 8 931–933 (2018) https://doi.org/10.1038/s41558-018-0321-8.

Nakamoto, S. “Bitcoin: A Peer-to-Peer Electronic Cash System.” (2008) (accessed 4 June 2022) https://bitcoin.org/bitcoin.pdf.

Náñez Alonso, S. L., Jorge-Vázquez, J., Echarte Fernández, M. Á., Reier Forradellas, R. F. "Cryptocurrency Mining from an Economic and Environmental Perspective: Analysis of the Most and Least Sustainable Countries." Energies 14.14 4254 (2021) https://doi.org/10.3390/en14144254.

Nikzad, A., Mehregan, M. "Techno-Economic, and Environmental Evaluations of a Novel Cogeneration System Based on Solar Energy and Cryptocurrency Mining." Solar Energy 232 409-420 (2022) https://doi.org/10.1016/j.solener.2022.01.014.

Nonhebel, S. “Renewable Energy and Food Supply: Will There Be Enough Land?” Renewable Sustainable Energy Reviews 9 191–201 (2005) https://doi.org/10.1016/j.rser.2004.02.003.

Pascaris, A. S., Schelly, C., Burnham, L., Pearce, J. M. “Integrating Solar Energy with Agriculture: Industry Perspectives on the Market, Community, and Socio-Political Dimensions of Agrivoltaics.” Energy Research & Social Science 75 102023 (2021) https://doi.org/10.1016/j.erss.2021.102023.

Pascaris, A. S., Schelly, C., Pearce, J. M. “A First Investigation of Agriculture Sector Perspectives on the Opportunities and Barriers for Agrivoltaics.” Agronomy 10.12 1885 (2020) https://doi.org/10.3390/agronomy10121885.

Patrick. “What Is SHA-256 and How Is It Related to Bitcoin?” Mycryptopedia (accessed 5 June 2022) https://www.mycryptopedia.com/sha-256-related-bitcoin/

Pearce, J. M. “Photovoltaics—A Path to Sustainable Futures.” Futures 34.7 663-674 (2002) https://doi.org/10.1016/S0016-3287(02)00008-3.

Peters, J. "Block and Blockstream Are Partnering with Tesla on an Off-Grid, Solar-Powered Bitcoin Mine in Texas." The Verge (2022) (accessed 14 June 2022) https://www.theverge.com/2022/4/8/23016553/block-blockstream-tesla-solar-bitcoin-mine-texas.

Pound, J. “Dow Dives 800 Points, S&P 500 Posts Worst Week Since January After Inflation Hits 40-Year High.” CNBC (accessed 26 June 2022) https://www.cnbc.com/2022/06/09/stock-market-news-open-to-close.html.

Purnama, F., Irwansyah, M. B. A., Usagawa, T. "Is Zero Electricity Cost Cryptocurrency Mining Possible? Solar Power Bank on Single Board Computers.” The 14th International Student Conference on Ad-vanced Science and Technology (ICAST) (November 2019) https://www.researchgate.net/publication/337621315_Is_Zero_Electricity_Cost_Cryptocurrency_Mining_Possible_Solar_Power_Bank_on_Single_Board_Computers.

Ramlall, I. Fibonacci Retracements. Bingley: Emerald Group Publishing Limited 165-176 (2016) https://doi.org/10.1108/978-1-78635-634-520161013.

Rehman, N., Yap, M., Afzal, M., Rehman, A., Horasia, C. "Feasibility Model for Solar-Powered Cryp-tocurrency Mining Setups." Southern Institute of Technology Journal of Applied Research 2021 1 (2021) https://www.researchgate.net/publication/355082671_Feasibility_Model_For_Solar-Powered_Cryptocurrency_Mining_Setups.

Reiff, N. "Is Solar-Powered Cryptocurrency Mining the Next Big Thing?" Investopedia (2019) (accessed 13 June 2022) https://www.investopedia.com/news/solarpowered-cryptocurrency-mining-next-big-thing/.

Rhodes, J. “Is Bitcoin Inherently Bad for the Environment?” Forbes (accessed 5 June 2022) https://www.forbes.com/sites/joshuarhodes/2021/10/08/is-bitcoin-inherently-bad-for-the-environment.

Romiti, M., Judmayer, A., Zamyatin, A., Haslhofer, B. “A Deep Dive into Bitcoin Mining Pools: An Empirical Analysis of Mining Shares.” arXiv (2019) https://doi.org/10.48550/arXiv.1905.05999.

Santra, P., Pande, P. C., Kumar, S., Mishra, D., Singh, R. K. “Agri-Voltaics or Solar Farming—The Concept of Integrating Solar PV Based Electricity Generation and Crop Production in a Single Land use System.” International Journal of Renewable Energy Research 7.2 694–699 (2017) (accessed 15 June 2022) https://elk.adalidda.com/2017/07/5582-23376-1-PB.pdf.

Sawyer, Richard. "Calculating Total Power Requirements for Data Centers." White Paper, American Power Conversion 562 (2004). https://www.se.com/us/en/download/document/SPD_VAVR-5TDTEF_EN/.

Schelly, C., Lee, D., Matz, E., Pearce, J. M. “Applying a Relationally and Socially Embedded Decision Framework to Solar Photovoltaic Adoption: A Conceptual Exploration.” Sustainability 13.2 711 (2021) http://dx.doi.org/10.3390/su13020711.

Sekiyama, T., Nagashima, A. “Solar Sharing for Both Food and Clean Energy Production: Performance of Agrivoltaic Systems for Corn, a Typical Shade-Intolerant Crop.” Environments 6 65 (2019) https://doi.org/10.3390/environments6060065.

Singh, R., Alapatt, G. F., Bedi, G. “Why and How Photovoltaics Will Provide Cheapest Electricity in the 21st Century.” Facta Universitatis, Series: Electronics and Energetics 27.2 275-298 (2014) http://dx.doi.org/10.2298/FUEE1402275S.

Spiegal, B. Quotecolo. Personal Communication (29 June 2022).

Stern, N. The Economics of Climate Change: The Stern Review. Cambridge: Cambridge University Press 23-40 (2007).

Taylor, M. B. "The Evolution of Bitcoin Hardware," Computer 50.9 58-66 (2017) https://doi.org/10.1109/MC.2017.3571056.

The Associated Press. “America’s Inflation Problem Is Getting Worse, Not Better, as Rate Rises to 8.6%.” CBC News (accessed 26 June 2022) https://www.cbc.ca/news/business/us-inflation-1.6484205.

Tong, S., Ebi, K. “Preventing and Mitigating Health Risks of Climate Change.” Environmental. Research 174 9–13 (2019) https://doi.org/10.1016/j.envres.2019.04.012.

Tran, K. C., Graves, S., Hussey, M. “What is the Bitcoin Halving? How Bitcoin’s Supply is Limited.” Decrypt (2022) (accessed 16 June 2022) https://decrypt.co/resources/what-is-the-bitcoin-halving.

Urban, R. “Electricity Prices in Canada 2021.” energyhub.org (accessed 2 August 2022) https://www.energyhub.org/electricity-prices/.

Valle, B., et al. “Increasing the Total Productivity of a Land by Combining Mobile Photovoltaic Panels and Food Crops.” Applied Energy 206 1495–1507 (2017) https://doi.org/10.1016/j.apenergy.2017.09.113.

Walton, A. J., Johnston, K. A. “Exploring Perceptions of Bitcoin Adoption: The South African Virtual Community Perspective.” Interdisciplinary Journal of Information, Knowledge, and Management 13 165-182 (2018) https://www.proquest.com/docview/2616626080.

Wang, L., Liu, Y. “Exploring Miner Evolution in Bitcoin Network.” In Passive and Active Measurement 290-302 (2015) https://doi.org/10.1007/978-3-319-15509-8_22.

Winton, B. "Solar + Battery + Bitcoin Mining" Medium (2021) (accessed 12 June 2022) https://wintonark.medium.com/bitcoin-mining-impact-on-renewable-uptake-fc91c5aa9be0.

Zhai, S. "Self-Sustained Bitcoin Mining: A Profitable and Sustainable Business Model." European Journal of Economics and Management Sciences 2 25-31 (2019) (accessed 13 June 2022) https://cyberleninka.ru/article/n/self-sustained-bitcoin-mining-a-profitable-and-sustainable-business-model/pdf.

Downloads

Additional Files

Published

2023-02-27

How to Cite

McDonald, M. T., Hayibo, K. S., Hafting, F., & Pearce, J. (2023). Economics of Open-Source Solar Photovoltaic Powered Cryptocurrency Mining . Ledger, 8. https://doi.org/10.5195/ledger.2023.278

Issue

Section

Research Articles