Peer-to-Peer Energy Trading meets IOTA Toward a Scalable Low-Cost and Efficient Trading System

2025-04-26 0 0 1.27MB 8 页 10玖币
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Peer-to-Peer Energy Trading meets IOTA:
Toward a Scalable, Low-Cost, and
Efficient Trading System
Conor Mullaney, Adnan Aijaz, Nathan Sealey, Ben Holden
Bristol Research and Innovation Laboratory, Toshiba Europe Ltd., Bristol, United Kingdom
firstname.lastname@toshiba-bril.com
Abstract—Peer-to-Peer (P2P) energy trading provides various
benefits over conventional wholesale energy markets and makes
renewable energy more accessible. This paper proposes a novel
multi-layer P2P energy trading system for microgrids based
on IOTA 2.0, which is a distributed ledger technology (DLT)
primarily designed for Internet-of-Things (IoT) applications. The
proposed energy trading system, which is a manifestation of
a cyber-physical system (CPS), exploits the benefits brought
by IOTA’s unique ledger structure as well as the recently
introduced IOTA smart contract protocol (ISCP). Further, it
implements a uniform double-auction market mechanism and
a hierarchical routing structure for interconnected microgrids.
Performance evaluation demonstrates key benefits over wholesale
markets as well as speed, energy efficiency and cost benefits over
conventional blockchain-based P2P energy trading systems.
Index Terms—Blockchain, CPS, DLT, IOTA, energy trading,
microgrid, P2P, smart contracts, Tangle.
I. INTRODUCTION
Increased penetration of distributed energy resources
(DERs) in the energy sector paves the way toward decentral-
ization of current energy markets by allowing consumers to
become prosumers [1]. Typically energy generation based on
DERs is intermittent and difficult to predict, requiring robust
management systems to utilize them effectively. Peer-to-peer
(P2P) energy trading is a promising approach for effective
management of DERs in smart cities [2]. The fundamental
concept of P2P trading is that prosumers and consumers can
buy and sell energy amongst themselves directly in a com-
pletely decentralized manner. P2P energy trading promotes the
use of renewable energy by empowering prosumers to actively
participate in the energy market [3]. For example, a consumer
household with solar panels can trade surplus energy with
its neighbours. This will increasingly remove centralization
in energy generation and diminishes the need for large non-
renewable power plants.
The key principles for designing P2P energy manage-
ment systems (e.g., platforms) include decentralization, trans-
parency, privacy, scalability, energy efficiency and user con-
trol. Decentralization benefits the entities in the system by
removing their need to trust in a centralized third party.
Transparency ensures that the system and all actors are acting
honestly whilst ensuring privacy. User control gives entities
the choice as to what they share and with whom. Scalability
becomes important due to rapidly growing demand; thanks to
the growth in population and Internet-of-Things (IoT) devices.
Energy efficiency of any system must be considered due to
environmental concerns.
Blockchain, which is the most well-known type of dis-
tributed ledger technology (DLT), has been identified as the
key to facilitating P2P energy trading due to the inherent
features of decentralization, resilience, privacy and security
[4]. However, conventional blockchain technologies still face
challenges when applied to a P2P energy trading use case.
DLTs based on a directed acyclic graph (DAG) structure
overcome many limitations associated with blockchains and
have been investigated from the perspective of blockchain
replacement in energy management systems [5].
To this end, this paper advances state-of-the-art by devel-
oping a P2P energy trading system based on IOTA Tangle,1
which is a DAG-based DLT specifically designed for IoT envi-
ronments. The proposed energy trading system is a realization
of cyber-physical systems (CPSs) approach and it provides
a multi-layer trading functionality involving microgrids, IOTA
smart contracts, and the Tangle. To the best of our knowledge,
this is one of the first works investigating the use of IOTA
Tangle and smart contracts for P2P energy trading. The main
contributions of this work are summarized as follows:
We develop a P2P energy trading system that exploits the
key benefits of IOTA Tangle and IOTA smart contract pro-
tocol (ISCP) framework. The proposed system provides
key advantages of lower cost, lower transaction times,
and high scalability compared to conventional systems.
We implement a market mechanism via smart contracts
employing a uniform double-auction to match producers
and consumers fairly in each bidding round, allowing
microgrids to act as a single entity when interacting and
trading. Our multi-layer trading system, underpinned by
IOTA, ensures the transparency and security of transac-
tions in a decentralized manner.
We introduce a hierarchical routing structure of inter-
connected microgrids to fulfil all excess supply/demand
in the system per bidding round. This maximizes energy
utility and adheres to demand response standards.
1Our focus is strictly on the newer version, i.e., IOTA 2.0
(https://www.iota.org/) which is significantly different from the first
version.
arXiv:2210.06427v1 [cs.NI] 12 Oct 2022
Fig. 1. Illustration of a microgrid comprising prosumers and consumers.
We provide testbed-based and simulations-based results
to assess the proposed system in various trading scenarios
using empirical data. Our results focus on both market-
centric and DLT-centric evaluation.
The rest of this paper is organized as follows. Section II
covers related work and preliminaries on the subject matter.
Section III describes our proposed IOTA-based P2P energy
trading system. Section IV provides evaluation results and
insights. The paper is concluded in section V with some
directions for future work.
II. BACKGROUND AND PRELIMINARIES
A. Energy Trading Market and P2P Energy Exchange
The problems and inefficiencies of wholesale centralized
energy trading markets have been the focus of various studies.
The authors in [6] present security and single point-of-failure
concerns. In [7], it has been shown that centralization of power
generation creates challenges for providing supply flexibility
necessary to meet dynamic energy demands in an adequate
time. Privacy [8], lack of competitive pricing [9] and resilience
to cyber attacks [10] have been highlighted as well for central-
ized energy trading markets. These concerns are summarized
in [4].
P2P energy trading is an alternative to centralized markets
and it has been explored to address the aforementioned chal-
lenges as well as a solution to scalability, privacy control,
and transaction speed of the energy network [11]. P2P micro-
grid systems are a promising implementation of P2P trading.
They are considered an efficient way to distribute energy
generation between energy sources thereby increasing supply
flexibility [12]. Microgrids (illustrated in Fig. 1) are small-
scale electricity networks made to supply energy to a small
community, e.g. a neighbourhood, a university, or office blocks
and can act in grid connected or islanded modes, connecting to
other grids through points of common coupling (PCC) [13]. A
typical microgrid contains two system agents, prosumers and
consumers, and facilitates P2P energy exchange between these
agents through a smart grid infrastructure.
B. Blockchain for P2P Energy Trading
Blockchain is a key technology for enabling P2P energy
trading markets with state-of-the-art in this area reviewed by
[14]. Blockchains not only bring the required decentralisa-
tion to the energy markets but also facilitate improvements
in privacy, cost, security [15] and transparency [16]. Some
blockchain technologies are more suited to energy trading
than others with the consensus mechanism making some too
energy expensive [17], slow or unscalable [18]. The challenges
blockchain faces to adoption within the P2P energy trading
market are reviewed by [19].
In [20], a blockchain-based energy trading system for re-
mote areas is presented. Pi4B hardware is used alongside the
Ethereum blockchain and Ethereum smart contracts. Power
Ledger [21] is a blockchain solution built on the Ethereum
blockchain (using proof-of-work as consensus) with a long-
planned move to the Solana network (using proof-of-stake
consensus) and offers low cost, high efficiency energy trading.
Pylon [22] network takes a different approach by building
a blockchain platform from the ground up. It uses a form
of proof-of-work consensus on federated nodes and aims to
simplify communication between all agents achieving fast,
secure and scalable communication.
Our work aims to present a structural optimization to energy
trading systems by offering an alternative topology DLT to
blockchain as well as an alternative smart contract technology
with the aim of improving cost, speed, and energy demands.
C. IOTA DLT for P2P Energy Trading
IOTA is a highly scalable DAG-based DLT built for IoT
networks and applications. Its role in P2P energy trading has
been explored in some previous studies like [23] and [5].
However, these studies mainly focused on IOTA 1.0 which
had an element of centralization in the form of a coordinator
and also lacked support for smart contracts and digital assets,
thereby making it unsuitable for effectively managing a P2P
energy trading system.
With the advent of IOTA 2.0 [24], IOTA has improved
on its original goals of decentralization, scalability, and IoT
support as well as gaining the ability to fully manage a P2P
energy trading system through improved consensus, support
for smart contracts, and enhanced security and privacy [25].
The ledger layer (Layer-1) is now fully decentralized through
the removal of the coordinator. Also, an IOTA smart contract
protocol (ISCP) allowing agents to interact over the network
securely has been implemented while keeping it scalable.
There have also been improvements in the energy efficiency of
the system through a lightweight adaptive proof-of-work over
conventional proof-of-work which incurs high energy cost.
A beginner’s guide to IOTA and the different types of
nodes involved like Wasp nodes (for smart contracts) and
GoShimmer nodes (running prototype software that allows
to reach consensus) is available at https://iota-beginners-
guide.com/category/iota-products/
D. ISCP Protocol
ISCP utilizes sharding to improve scalibility through split-
ting up the network into smaller blockchains known as shards,
with each shard only validating a subset of transactions
摘要:

Peer-to-PeerEnergyTradingmeetsIOTA:TowardaScalable,Low-Cost,andEfcientTradingSystemConorMullaney,AdnanAijaz,NathanSealey,BenHoldenBristolResearchandInnovationLaboratory,ToshibaEuropeLtd.,Bristol,UnitedKingdomrstname.lastname@toshiba-bril.comAbstract—Peer-to-Peer(P2P)energytradingprovidesvariousben...

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