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Energy Research & Social Science
journal homepage: www.elsevier.com/locate/erss
Perspective
Bitcoin mining: A global review of energy and power demand
Sinan Küfeoğlu
a,
⁎
, Mahmut Özkuran
b
a
Energy Policy Research Group, University of Cambridge, Cambridge CB2 1TN, UK
b
School of Arts and Social Sciences, Istanbul Technical University, 34467 İstanbul, Turkey
ARTICLEINFO
Keywords:
Bitcoin
Mining
Blockchain
Energy
Consumption
ABSTRACT
After its introduction in 2008, increasing Bitcoin prices and a booming number of other cryptocurrencies lead to
a growing discussion of how much energy is consumed during the production of these currencies. Being the most
expensive and the most popular cryptocurrency, both the business world and the research community have
started to question the energy intensity of Bitcoin mining. This paper only focuses on computational power
demand during the proof-of-work process rather than estimating the whole energy intensity of mining. We make
use of 160GB of Bitcoin blockchain data to estimate the energy consumption and power demand of Bitcoin
mining. We considered the performance of 269 diferent hardware models (CPU, GPU, FPGA, and ASIC). For
estimations, we defned two metrics, namely; minimum consumption and maximum consumption. The targeted
time span for the analysis was from 3 January 2009 to 5 June 2018. We show that the historical peak of power
consumption of Bitcoin mining took place during the bi-weekly period commencing on 18 December 2017 with a
demand of between 1.3 and 14.8 GW. This maximum demand fgure was between the installed capacities of
Finland (∼16 GW) and Denmark (∼14 GW). We also show that, during June 2018, energy consumption of
Bitcoin mining from difculty recalculation was between 15.47 and 50.24 TWh per year.
1. Introduction
Cryptocurrencies and their energy consumption have become a
popular subject of discussion over the last couple of years. Bitcoin, the
most well-known and most expensive cryptocurrency, was frst in-
troduced by Satoshi Nakamoto, a pseudonym of an author or group of
authors, in 2008. There is growing concern about the power and energy
demand of Bitcoin mining. This is indeed an energy intensive phe-
nomenon. Some views might address this energy consumption as one of
the contributing factors to the climate change. There are signifcant
diferences in Bitcoin's energy consumption estimations since there are
too many unknowns in the process, such as which type of hardware is
used in the mining and for how long. This ambiguity necessitates an
extensive analysis that will cover all Bitcoin transactions from 2009
until today. This paper aims to present a detailed analysis and estima-
tion of the energy consumption of Bitcoin mining by focusing on the use
of computational power during the proof-of-work process, and hence
the mining process only. In our study, we analyzed 160GB of block-
chain Bitcoin data. We deliberately excluded the estimation for energy
intensity of Bitcoin mining more generally since it will cover all pro-
cesses including the use of external cooling systems and their energy
consumption. Even though CO
2
and Green House Gas emissions due to
Bitcoin mining is another crucial topic, we omitted this to focus solely
on the power and energy demand of the mining process.
Bitcoin mining is a decentralized computational process, where
transactions are verifed and added to the public ledger, known as the
blockchain. Nakamoto explains the working principles of Bitcoin
mining in detail in his paper [1]. Bitcoin networking started in 2009
with its unique currency Bitcoin or BTC. The Bitcoin network is a peer-
to-peer, distributed network. In this network, all nodes are treated as
equal peers. The process of making Bitcoins is called mining, and the
participants are called miners. All transactions are carried out and
stored in a distributed ledger: the blockchain. The historic transaction
data are contained in the blockchain. A signature between the new
block and the previous block is needed for adding a new block to the
blockchain. This is done via fnding a nonce value that will satisfy the
cryptographic hash function, Secure Hash Algorithm 256-bit (SHA-
256). The nonce starts with 0 and is incremented by 1 by the miner
until the hash of the block is less than or equal to the target value. Once
a node fnds a hash that satisfes the required number of zero bits, it
transmits the block it was working on to the rest of the network. The
other nodes in the network then express their acceptance by starting to
create the next block for the blockchain using the hash of the accepted
block. The fnder of the block is rewarded for their eforts with a special
https://doi.org/10.1016/j.erss.2019.101273
Received 11 June 2019; Received in revised form 17 July 2019; Accepted 22 August 2019
⁎
Corresponding author.
E-mail address: s.kufeoglu@jbs.cam.ac.uk (S. Küfeoğlu).
Energy Research & Social Science 58 (2019) 101273
2214-6296/ © 2019 Elsevier Ltd. All rights reserved.
T