基于区块链技术的光伏发电管理人员身份认证与数据安全研究

IF 2.6 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
PLoS ONE Pub Date : 2025-05-29 eCollection Date: 2025-01-01 DOI:10.1371/journal.pone.0323340
Fan Xu, Dengping Zhang
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引用次数: 0

摘要

随着高频技术的发展和各种微电网(MG)的增长,微电网将能够在电力部门竞争的同时确保自己的使用。为了优化每个个体的收益,在交易过程中使用一种新的定制猎人猎物优化(CHPO)来确定最有效的竞标方法,该方法采用区块链技术建立,并在本研究中被表示为MG交易框架。为了解决MG博弈竞争中能源利用不足的问题,研究人员开发了CHPO,这是交易过程中最有效的竞标方法中的一种创新技术。探讨了主要用户(MU)和微电网用户(UoM)这两个市场参与者在能源交易中的表现。市场参与者的表现是在MG框架的不同地点创造各种买卖电力的方法,以增强参与者的欲望和市场中的电力发展。此外,以主要市场参与者为研究对象,开发分布式能源(DERs)整合系统,解决实时电价问题。设计比较分析与认证范例,以证明其适用于微波,光学和射频(RF)技术。此外,本文还以主要市场参与者为研究对象,开发了一个解决实时电价问题的分布式电源集成系统。设计比较分析与认证范例,以证明其适用于微波,光学和射频技术。该方法平均收敛时间为54次,收敛间隔为240次,具有较高的可扩展性。它确保了45毫秒的低延迟,单位操作指标(UoM)的范围从2,402,077-2,935,889,这是相当健壮的。CHPO方法在RMSE为4.75,MAPE为10.12,MAE为2.31方面也表现更好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Research on identity authentication and data security of photovoltaic power generation management personnel based on blockchain technology.

Research on identity authentication and data security of photovoltaic power generation management personnel based on blockchain technology.

Research on identity authentication and data security of photovoltaic power generation management personnel based on blockchain technology.

Research on identity authentication and data security of photovoltaic power generation management personnel based on blockchain technology.

As high-frequency technological developments happen and the variety of Microgrids (MG) grows, microgrids are going to be able to secure their own usage while competing in the electricity sector. To optimize each individual's earnings, the most efficient bidding approach for the transaction process is determined using a novel customized hunter prey optimization (CHPO), it has been established with blockchain technology and shown as a MG transactional framework in this research. To address the issue of energy underuse in a MG gaming competition, research have developed the CHPO, an innovative technique in the most effective bidding approach for the transaction process. Two market participants such as Major Users (MU) and Users of Microgrid (UoM) were explored for the performance in energy transactions. The market participants performance was creating various methods for buying and selling power at various locations in the MG framework to enhance the participant's desires and power developments in the market. In addition, the main market participants are employed as study subjects to develop a distributed energy resources (DERs) integration system that addresses the issue of real-time power pricing. The design comparison is analyzed with an authentication paradigm to demonstrate its applicability to microwave, optical, and radio frequency (RF) technologies. In addition, the main market participants are employed as research subjects to develop a DERs integration system that addresses the issue of real-time power pricing. The design comparison is analyzed with an authentication paradigm to demonstrate its applicability to microwave, optical, and RF technologies. The CHPO method demonstrated high efficiency with a mean convergence time of 54 iterations and an interval of 240, which makes it scalable. It ensures low latency at 45ms, and the unit operation metrics (UoM) range from 2,402,077-2,935,889, which is quite robust. The CHPO method also performed better in RMSE at 4.75, MAPE at 10.12, MAE at 2.31.

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来源期刊
PLoS ONE
PLoS ONE 生物-生物学
CiteScore
6.20
自引率
5.40%
发文量
14242
审稿时长
3.7 months
期刊介绍: PLOS ONE is an international, peer-reviewed, open-access, online publication. PLOS ONE welcomes reports on primary research from any scientific discipline. It provides: * Open-access—freely accessible online, authors retain copyright * Fast publication times * Peer review by expert, practicing researchers * Post-publication tools to indicate quality and impact * Community-based dialogue on articles * Worldwide media coverage
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