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新型电力系统电-碳-绿证市场协同运行的区块链关键技术
Collaborative Operation of Electricity-Carbon-Green Market of New-type Power System Based on Blockchain Technology
新型电力系统是构建新型能源体系和实现“双碳”目标的基础支撑,电力市场、碳市场、绿证市场协同运行是实现新型电力系统市场化运行的必然路径。为此,提出了电-碳-绿证市场协同运行的区块链关键技术体系。首先,提炼了电-碳-绿证市场协同运行的体系架构,从产品、主体、政策3个角度分析了市场间的协同运作情况。其次,构建了基于区块链技术的市场运行体系:建立了一个统一的积分认证机制来衔接电-碳-绿证市场之间的交易标的物;结合区块链技术的智能合约确保交易的透明和可靠性;将共识机制结合积分认证应用于协同市场,确保参与方之间的一致性以及协同性;通过跟踪电力的来源去向,构建了电-碳-绿证溯源模型来确保电力数据的准确性。最后,提出建设电-碳-绿证体系建议,聚焦于政策、技术、试点三方面为新型电力系统市场化运行提供辅助决策。
New-type power system are the foundations and supports for building new energy systems and achieving dual-carbon reduction goals. The coordinated operation of electricity, carbon, and green certificate markets is an inevitable path for the marketization of new-type power system. To this end, this article proposes a blockchain system for the coordinated operation of electricity, carbon, and green certificate markets. First, we refine the system architecture governing the coordinated operation of the electricity-carbon-green certificate markets and analyze the collaborative operation among the markets from the perspective of each trading entity.Second, the market operation system based on blockchain technology is constructed: a unified point certification mechanism is established to connect the transaction objects between the electric-carbon-green certificate market; Smart contracts combined with blockchain technology ensure transparency and reliability of transactions; The consensus mechanism combined with the points certification is applied to the collaborative market to ensure the consistency and synergy between participants; By tracking the source of electricity, the electric-carbon-green certificate traceability model is constructed to ensure the accuracy of power data. Finally, the paper puts forward the suggestion of constructing the electric-carbon-green certificate system, focusing on the policy, technology and pilot three aspects to provide auxiliary decision for the market-oriented operation of the new power system.
电-碳-绿证协同市场 / 新型电力系统 / 智能合约 / 共识机制 / 溯源模型
electricity-carbon-green certificate collaborative market / new-type power system / smart contracts / consensus mechanism / tracing model
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Cost-benefit research helps to understand the benefits and willingness to trade of various market players, so as to guide the market to formulate a more reasonable trading mechanism. This paper proposes a cost-benefit analysis method for multiple market players considering the coupling of electricity and carbon trading markets under demand response (DR). First, the unit carbon emission cost in carbon trading is included in the quotation function of each generating unit for unified clearing, which reflects the coupling of carbon trading and spot market operations. Secondly, the transactions of various entities in the electricity-carbon coupling market under demand response are considered. A cost-benefit analysis model for the generation side, the user side, the load aggregator, the energy storage operator and the grid side is proposed. Finally, an example analysis is carried out on an actual operation day of a certain provincial power grid in China. The results show that the operation of the carbon emission trading market will raise the clearing price of the electricity market and affect the cost and benefit of the relevant entities. |
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为了明确新配额制(renewable portfolio standards,RPS)下电力-绿证-超额消纳量多尺度市场耦合互动关系,引入系统动力学,构建互动交易模型并进行仿真。以市场交易标的物流转为线索,设计多市场耦合交易体系,基于系统动力学方法构建耦合交易复杂因果关系,并分析新RPS对市场主体收益或成本影响。仿真结果表明:新RPS下,电力价格逐渐下降趋势,消纳量证书交易压低绿证交易价格,二者交易价格最终会趋于相等。RPS会使可再生能源发电商电力市场收益、用户用电成本波动下降,RPS比例提高,二者下降速度减缓。
In order to clarify the multi-scale market coupling interaction relationship of electricity, green certificate, excess consumption under the renewable portfolio standards (RPS), the system dynamics is introduced, and the interactive trading model is constructed and simulated. Taking the logistics transformation of three market transaction targets as the clue, this paper designs a multi-scale market coupling transaction framework, constructs the complex causality of coupling transaction based on system dynamics method, and analyzes the impact of RPS on the revenue or cost of market participants. Simulation results show that under the new RPS, the electricity price will gradually decline, the transaction price of green certificate will be depressed by the consumption certificate, and the transaction price of green certificate will eventually become equal. The new RPS will reduce the market income of renewable energy generators and the fluctuation of electricity cost of users, and increasing the proportion of RPS will slow down the decline rate of both. |
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配电网中大量独立决策的微电网参与电力市场竞争,使传统集中化交易模式面临决策耗时长、信任成本高和隐私安全等问题。针对这种情况,文章提出智能合约技术下的微电网群电能分布式交易模型。首先,构建了一个适应于电能参与分布式交易的电能交易谈判市场智能合约模型,以保障参与用户的利益。其次,为实现配电网的安全运行,提出了适用于智能合约的网络安全约束方法。最后,针对该交易模型改进了区块链的链下扩容架构,以保障区块链计算能力,同时确保所有历史数据存储的安全性和可追溯性。该方法在IEEE 33节点网络上进行了测试,结果表明所提电能分布式交易模型不会违反网络约束,并且市场参与主体能从交易中获利。
A large number of independent decision-making microgrids participate in the power market competition in the distribution network, which makes the traditional centralized trading face the problems of long decision-making time, high cost of trust and privacy security. In the face of this situation, a distributed transaction model of electricity in multi-microgrid applying smart contract technology is proposed. Firstly, a smart contract model of electricity trading negotiation market is constructed to protect the interests of users. Secondly, in order to realize safe operation of the distribution network, a network security constraint method suitable for smart contract is proposed. Finally, according to the transaction model, the off-chain scalability architecture of the blockchain is improved to ensure the computing capability of the blockchain, and ensure the security and traceability of all historical data storage. The method is tested on the IEEE 33-bus network, and the results show that the proposed distributed transaction model does not violate the network constraints, and the market participants can profit from the transaction. |
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In order to solve the problems of high cost and untimely communication caused by the lack of mutual trust among various subjects in the process of demand response, on the basis of combing the general technical principles of block chain, this paper presents the overall architecture, transaction flow, data chain design, intelligent contract design, network building scheme and consensus mechanism of the blockchain demand response scheme, and carries out benefit analysis from multiple dimensions. It provides a train of thought for not only making use of the advantages of centralized management, but also providing non-centralized deposit certificate and supervision function. The simulation builds the corresponding alliance chain network on the demand composed of seven nodes, verifies the feasibility of the architecture and model, and gives an example of interface design. By building the benefit function of demand response blockchain application and taking the demand response scenario in Henan as an example, this paper demonstrates that the application of block chain technology to demand response is economic and feasible. |
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电力系统低碳转型要求“多线出击”,仅依靠消纳高比例新能源难度日益增大,只有做到电、碳多元发展,才能实现全链条优化。在综合考虑碳配额与电量之间的关联度、匹配度和相对自由度等协同关系的基础上,研究“源网荷”各环节的各主体参与碳配额和电量的协同交易模式,构建碳配额与电量的双因素交易场景模型;结合具备弱中心化、分布式交易等特征的区块链技术与电碳市场构建的天然吻合性,研究碳配额交易链与电量交易链的耦合交易模型;以源端火力发电厂和清洁能源电厂为例,提出了双链下省级区域内各电厂间碳配额和发电量指标的交易模型架构。通过智能合约,将基于粒子群算法的多目标搜索优化算法进行程序化的脚本运行,实现对发电量指标交易模型的仿真和验证,同时对碳配额交易模型进行可行性分析,证实了所提交易方案的适应性和有效性,为电碳市场的构建提供参考。
The low-carbon transformation of the power system requires a“multi-line attack”and it is increasingly difficult to rely only on the consumption of a high proportion of new energy, primarily because the entire chain can only be optimized by achieving the diversified development of electricity and carbon. On the basis of comprehensively considering the synergistic relationship between carbon quotas and electricity, such as the correlation, matching degree, and relative degree of freedom, the collaborative trading mode of carbon quotas and electricity is studied by all entities in each link of the“source-grid-load”and a two-factor trading scenario model of carbon quotas and electricity is developed. Combining the natural compatibility of blockchain technology with the characteristics of weak centralization, distributed trading, and the development of the electric carbon market, the transaction model of the carbon quota trading chain and electricity trading chain is studied. Considering source-end thermal and clean energy power plants as examples, a trading model framework for carbon quotas and power generation indicators between power plants in the provincial area under a double chain is proposed. Through the smart contract, a multi-objective search optimization algorithm based on the particle swarm algorithm is programmed to execute the script to realize the simulation and verification of the trading model of the power generation index. A feasibility analysis of the carbon quota trading model is performed, which confirms the adaptability and effectiveness of the proposed trading scheme and provides a reference for the development of the electric carbon market. |
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随着清洁可再生能源产业的迅速发展,现有的能源架构难以满足能源产消的需要,一场能源行业的革新势在必行。能源互联网作为一个学术与工业界看好的下一代能源基础设施的发展方向,受到广泛关注,其开放、互联、对等、分享的基本特征为未来能源发展勾勒出一个丰富的愿景。然而,现有成熟的信息技术方案从设计思想到工程实施无法全面满足能源互联网的特征需求。区块链作为一种正在快速发展的技术,具有分布式、平等、安全、可追溯等特性,与能源互联网的设计思想高度契合,有望成为能源互联网落地的关键技术。能源区块链是区块链与能源行业结合的产物,其可以为能源互联网的各个层面提供安全保障和价值支撑。文章通过定位能源互联网中电力交易区块链中的关键技术,综述了现今能源电力交易区块链在共识机制、交易与智能合约设计、安全机制和其他领域技术等方面的研究进展,并结合研究现状进行了讨论与分析,探讨了目前各项技术领域存在的问题,以及未来可能的研究方向,为能源区块链的进一步研究与落地提供参考。
With the rapid development of clean and renewable energy industry, the existing energy structure is difficult to meet the needs of energy production and market. An energy industry innovation is imperative. As a promising development direction of the next generation energy infrastructure in academic and industrial circles, energy internet has been widely concerned. Its basic characteristics of openness, interconnection, equivalence and sharing provide a rich vision for future energy development. However, the existing matured information technology solutions cannot fully satisfy the requirement of energy internet from design idea to project implementation. As a rapid development technology, blockchain has the characteristics of distribution, equality, security and traceability, which is highly consistent with the design idea of energy internet, and is expected to become the key technology for the implementation of energy internet. Energy blockchain is the product of the combination of blockchain and energy industry, which can provide security and value support for all levels of energy internet. By positioning the key technologies of power trading blockchain in the energy internet, this paper summarizes the research progress of the current power trading blockchain in the aspects of consensus mechanism, transaction and smart contract design, security mechanism and other fields of technology. Combined with the research status, this paper discusses and analyzes the problems existing in various technical fields and the possible future, and provides a reference for further research and implementation of energy blockchain. |
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李刚, 赵琳颖, 关雪, 等. 基于博弈策略的能源区块链安全交易机制[J]. 电力建设, 2021, 42(12): 127-135.
能源区块链的先期探索给能源互联网的建设提供了良好的技术支撑,然而大规模参与主体的不断涌入,能源交易的安全、公平、效率等问题再次迎来新的挑战,博弈论因考量了交易主体之间的策略互动及利益依存关系,有望为该问题的解决提供新思路。首先,以能源交易的利益最大化为目标函数,构建多能源交易策略的博弈模型,依据能源供需量及报价,求解能源用户和能源商户策略博弈的纳什均衡值,为交易机制提供价格参考。其次,结合能源互联网的特性,构建基于联盟链的弱中心化多主体能源交易机制,并对能源区块结构及共识机制进行改进以实现高效可靠的交易流程。最后,在模拟场景下进行算例仿真,仿真结果表明所提出的安全交易机制在保障买卖双方利益的同时,加快了区块的共识速度,为能源交易平台的建设提供帮助。
The early exploration of the energy blockchain has provided good technical support for the construction of the energy internet. However, as the continuous influx of large-scale participants, the safety, fairness and efficiency of energy transactions once again face new challenges. Game theory considers the advantages of strategic interaction and interest dependence between transaction subjects, and is expected to provide new solutions. Firstly, the objective function of maximizing the benefits of energy trading is to construct a multi-energy trading strategy game model. According to energy supply and demand and quotation, the Nash equilibrium value of the strategy game between energy users and energy providers is solved, which provides a price reference for the trading mechanism. Combining the characteristics of the energy internet, this paper builds a weakly centralized multi-agent energy transaction mechanism based on the alliance chain, and improves the energy block structure and consensus mechanism to achieve an efficient and reliable transaction process. Simulation results show that the secure transaction mechanism not only protects the interests of buyers and sellers, but also speeds up the consensus of the block, with a view to provide help for the construction of the energy trading platform. |
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