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Identification of Single Line-Ground Faults in Active Distribution Networks Based on R-KAN 基于R-KAN的有源配电网单线接地故障识别
IF 2.6 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-17 DOI: 10.1049/gtd2.70213
Ming Wang, Jun Chen, Yixing Ding, Xianggen Yin

In active distribution networks (ADNs), power electronic devices like inverters introduce noise interference into fault monitoring signals, compromising identification accuracy. This challenge is particularly pronounced in high-impedance grounding faults, where weak fault signatures degrade conventional detection performance. This study proposes an improved residual CNN architecture, ResNet-Kolmogorov-Arnold-network (R-KAN), for accurate single line-ground fault (SLGF) identification. The method leverages the rich fault features contained in transient zero-sequence current (ZSC) and zero-sequence voltage (ZSV) waveforms following SLGFs in DG-integrated systems. The model employs superimposed ZSC-ZSV images as inputs and replaces standard ReLU activation with KAN functions, reducing linear components and computational burden. A comprehensive dataset generated through PSCAD simulations trains the R-KAN alongside conventional neural networks. Comparative evaluations demonstrate R-KAN's superior classification performance across multiple metrics. Rigorous testing, including high-resistance fault scenarios, noise interference conditions, and missing data cases confirms the model's enhanced generalization capability. Field validation using actual recorded waveforms further verifies the model's practical effectiveness in real-world SLGF identification. The proposed approach addresses critical challenges in modern ADNs by combining advanced network architecture with optimized feature extraction from transient zero-sequence components.

在有源配电网(ADNs)中,逆变器等电力电子设备会将噪声干扰引入故障监测信号中,影响识别精度。这一挑战在高阻抗接地故障中尤为明显,在这种情况下,较弱的故障特征会降低常规检测的性能。本研究提出了一种改进的残差CNN架构ResNet-Kolmogorov-Arnold-network (R-KAN),用于准确识别单线接地故障(SLGF)。该方法充分利用了dg集成系统中SLGFs后瞬态零序电流(ZSC)和零序电压(ZSV)波形中丰富的故障特征。该模型采用叠加的ZSC-ZSV图像作为输入,用KAN函数代替标准的ReLU激活,减少了线性分量和计算量。通过PSCAD模拟生成的综合数据集与传统神经网络一起训练R-KAN。对比评估表明,R-KAN在多个指标上具有优越的分类性能。严格的测试,包括高电阻故障场景、噪声干扰条件和缺失数据情况,证实了该模型增强的泛化能力。使用实际记录波形的现场验证进一步验证了模型在实际SLGF识别中的实际有效性。该方法通过将先进的网络架构与优化的瞬态零序分量特征提取相结合,解决了现代ADNs中的关键挑战。
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引用次数: 0
Ferromagnetically Shielded Fault Current Limiter (FS-FCL) Evaluation in Power Line 电力线铁磁屏蔽故障限流器(FS-FCL)评价
IF 2.6 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-17 DOI: 10.1049/gtd2.70215
Kamran Ghorbanyan, Selim Acar

This paper presents a novel ferromagnetically shielded fault current limiter (FS-FCL) configuration and control strategy for power systems. The proposed system introduces a controlled DC-reactor design that effectively limits fault currents without significantly affecting the system voltage during normal operation. The main novelty of this work lies in the development of a fully ferromagnetically shielded core and the series connection of the FS-FCL with the power line, which provides an immediate response to fault conditions without delay. In this configuration, the reactor's magnetic flux density is distributed throughout the ferromagnetically shielded core, which increases the effective inductance and prevents magnetic core saturation during fault events. In addition, a control-oriented model of the FS-FCL is developed, together with an improved control algorithm based on reference voltage and current thresholds. Both qualitative analyses and quantitative simulations were performed to evaluate the system's transient and steady-state performance. Simulation results under various fault conditions confirm that the proposed controlled FS-FCL achieves faster current limitation and lower voltage distortion compared with uncontrolled configurations, demonstrating its feasibility for practical power grid applications.

提出了一种适用于电力系统的新型铁磁屏蔽故障限流器(FS-FCL)结构和控制策略。该系统采用可控直流电抗器设计,有效地限制了故障电流,而不会显著影响正常运行时的系统电压。这项工作的主要新颖之处在于开发了一个完全铁磁屏蔽的铁芯,并将FS-FCL与电源线串联起来,从而对故障情况提供了即时响应,而不会延迟。在这种结构中,电抗器的磁通密度分布在铁磁屏蔽铁芯中,这增加了有效电感,防止了故障事件时磁芯饱和。此外,还建立了一种面向控制的FS-FCL模型,并提出了一种基于参考电压和电流阈值的改进控制算法。对系统的暂态和稳态性能进行了定性分析和定量仿真。在各种故障条件下的仿真结果证实,与非受控配置相比,所提出的可控FS-FCL具有更快的限流速度和更低的电压畸变,证明了其在实际电网应用中的可行性。
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引用次数: 0
Increasing the RES Hosting Capacity of the Cyprus Distribution System Focusing on Export Limitation Schemes 提高塞浦路斯分销系统的可再生能源托管能力,重点是出口限制计划
IF 2.6 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-17 DOI: 10.1049/gtd2.70207
Phivos Therapontos, Savvas Panagi, Rafail Konstantinou, Charalambos A. Charalambous, Petros Aristidou

The penetration of renewable energy sources (RES) in Cyprus's power system has increased significantly in recent years. However, this growth poses substantial challenges, primarily due to limitations in distribution networks arising from network congestion and voltage security issues. This paper presents a comprehensive review of existing solutions for enhancing RES hosting capacity, together with a robust methodology for evaluating their effectiveness. To address voltage-related challenges, centralised voltage control strategies at power transformers are combined with adaptive inverter settings to ensure stable operation under increasing RES penetration. Network reinforcements and medium-voltage (MV) upgrades are also considered as complementary measures. At the low-voltage (LV) level, export limitation schemes (ELS) tailored for residential prosumers are proposed, with optimal limits determined for both single- and three-phase installations at targeted RES penetration levels. The effectiveness of the proposed solutions is validated using real MV and LV networks from the Cyprus distribution system, ensuring alignment with the strategic planning framework of the distribution system operator of Cyprus. The findings provide a scientific basis for optimising RES integration, addressing both operational and strategic challenges in modern power systems.

近年来,可再生能源(RES)在塞浦路斯电力系统中的渗透率显著增加。然而,这种增长带来了巨大的挑战,主要是由于网络拥塞和电压安全问题引起的配电网限制。本文全面回顾了增强RES托管能力的现有解决方案,并提供了评估其有效性的可靠方法。为了解决与电压相关的挑战,电力变压器的集中电压控制策略与自适应逆变器设置相结合,以确保在不断增加的RES渗透下稳定运行。网络加固和中压(MV)升级也可以作为补充措施。在低压(LV)水平,提出了为住宅产消量身定制的出口限制计划(ELS),并在目标RES渗透水平上确定了单、三相装置的最佳限制。所提出的解决方案的有效性通过塞浦路斯配电系统的实际中压和低压网络进行验证,确保与塞浦路斯配电系统运营商的战略规划框架保持一致。研究结果为优化可再生能源集成,解决现代电力系统中的运营和战略挑战提供了科学依据。
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引用次数: 0
Integration of Distributed Energy Resources in Low Voltage Distribution Networks—Croatian Regulatory Perspective 低压配电网中分布式能源的整合——克罗地亚监管视角
IF 2.6 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-11 DOI: 10.1049/gtd2.70210
Tomislav Antić, Goran Knežević, Danijel Topić, Tomislav Capuder

Distribution system operators are facing distributed energy resources connection requests in low voltage distribution networks. Since low voltage networks are traditionally not planned, the requests are assessed by comparing them to the rules defined in the national regulations. We analyze the Croatian regulatory framework and investigate the distributed energy resources connection rules defined in the Croatian regulations. Furthermore, we present an analytical framework to calculate the static hosting capacity and dynamic operating envelopes defined as dynamic hosting capacity. Multiple case studies and scenarios are defined to assess the possibility of the distributed energy resources connection in the real-world low voltage network model using smart meter electricity demand measurements. The results show shortcomings of the traditional approach since the grid code rules either underestimate hosting capacity or allow the distributed energy resources connection that endangers the network's safe operation. Based on the objective function, strictly following regulatory limits can result in an underestimation of possible generation by up to 360% or an overestimation of around 10%. Similar trends are observed for additional demand, with the network's capacity to accommodate new units being overestimated by nearly 300% or underestimated by more than 70% on a daily basis. Furthermore, the results suggest distribution system operators should implement novel concepts due to a more precise assessment of the distributed energy resources integration, allowing new installations and ensuring low voltage networks are operated within the boundaries. The steps for implementing the presented concepts in distribution systems are discussed. Findings of the study enable distribution system operators to move away from traditional approaches and end-users to further invest in distributed energy resources units, creating economic and environmental benefits.

在低压配电网中,配电系统运营商面临着分布式能源接入需求。由于低压电网传统上没有规划,因此通过将其与国家法规中定义的规则进行比较来评估这些要求。我们分析了克罗地亚的监管框架,并研究了克罗地亚法规中定义的分布式能源连接规则。此外,我们提出了一个分析框架来计算静态主机容量和动态操作信封定义为动态主机容量。定义了多个案例研究和场景,以评估使用智能电表电力需求测量的真实低压网络模型中分布式能源连接的可能性。结果表明,传统方法存在着低估电网承载能力或允许分布式能源连接危及电网安全运行的缺陷。基于目标函数,严格遵循法规限制可能导致对可能生成的估计低估高达360%或高估约10%。在新增需求方面也出现了类似的趋势,每日新增机组的运力被高估了近300%,或被低估了70%以上。此外,研究结果表明,由于对分布式能源整合的更精确评估,配电系统运营商应该实施新的概念,允许新的安装并确保低压网络在边界内运行。讨论了在配电系统中实现所提出概念的步骤。研究结果使配电系统运营商能够摆脱传统方法,最终用户能够进一步投资分布式能源单元,从而创造经济和环境效益。
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引用次数: 0
Coordinated Control Strategy for Parallel-Connected Interlink Converters of Interconnected Multiple DC Microgrids 并联多个直流微电网并联互连变流器协调控制策略
IF 2.6 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-11 DOI: 10.1049/gtd2.70196
Trung Thai Tran, Raghunathan Advaith, Kha T. Nguyen, Phuong H. Nguyen

To ensure stable and reliable operation of interconnected DC microgrids (DC MGs), the development of advanced interlink converters (ICs) is essential. These converters facilitate effective power transfer between DC MGs under varying operational conditions, such as droop based power transfer, maximum and zero power transfer. This work is concerned with designing an IC system flexible across all the interconnected DC MGs. To ensure its performance, the system stability under diverse voltage scenarios must be assessed where there is incomplete knowledge of each interconnected subsystem. Moreover, a single IC struggles to handle increased system capacity, which is exacerbated by the rising integration of distributed energy resources. This paper introduces two major advancements to address these challenges. First, it develops a new control strategy, combining droop based control and a novel state machine, for ICs that adapts to multiple operational scenarios, using just the information of the local grid voltages, ensuring system stability. Second, it implements a distributed consensus control algorithm, supplemented by a sparse communication network, to manage multiple ICs operating in parallel, thereby enhancing overall system reliability. Various case studies, simulated using MATLAB/SIMULINK demonstrate the effectiveness of these approaches.

为了保证互联直流微电网的稳定可靠运行,开发先进的互联变换器(ic)是必不可少的。这些转换器在不同的运行条件下促进直流mg之间的有效功率传输,例如基于下垂的功率传输,最大和零功率传输。本工作涉及设计一个灵活的集成电路系统,可以跨所有互连的直流模块。为了保证系统的性能,必须在不完全了解每个互联子系统的情况下评估系统在不同电压情况下的稳定性。此外,单个集成电路难以处理不断增加的系统容量,分布式能源的不断整合加剧了这一问题。本文介绍了应对这些挑战的两项主要进展。首先,提出了一种新的控制策略,将基于下垂的控制与一种新的状态机相结合,使集成电路能够适应多种运行场景,仅使用局部电网电压信息,确保系统的稳定性。其次,采用分布式共识控制算法,辅以稀疏通信网络,对多个ic并行运行进行管理,提高系统整体可靠性。用MATLAB/SIMULINK模拟的各种案例研究证明了这些方法的有效性。
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引用次数: 0
A Bi-Level Bidding Strategy Model for Gas-Fired Units, Power-to-Gas Facility and Renewable Power in a Coordinated Energy Market Considering Demand Response Programs 考虑需求响应方案的协调能源市场中燃气机组、电转气设施和可再生能源的双级竞价策略模型
IF 2.6 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-08 DOI: 10.1049/gtd2.70211
Patrick S. Onen, Rana H. A. Zubo, Geev Mokryani, Raed Abd-Alhameed

Environmental concerns in recent years have encouraged governments worldwide to integrate large proportions of renewable energy sources (RESs) into electricity networks. However, the intermittent nature of the RESs has introduced new challenges, such as the imbalance between electrical supply and demand. The power-to-gas (P2G) and gas-fired units (GFUs) are practical solutions to overcome these challenges. Therefore, this paper presents a bi-level bidding strategy for GFUs, P2G facilities and RESs in a coordinated energy market considering the demand response program (DRP). To enhance the flexibility of the system, DRP is modelled as a price-responsive bidding mechanism for shifting loads. Furthermore, the stochastic nature of RESs and load is modelled using a scenario tree concept. In the bi-level model, the upper-level problem maximises the profits of the GFUs and P2G facility, while the lower-level problem maximises social welfare in the energy market. The nonlinear bi-level formulation is changed into a single-level mixed-integer linear programming problem by substituting the lower-level optimisation by its Karush-Kuhn-Tucker (KKT) optimality conditions and converting nonlinearities to linear equivalents. The CPLEX solver in the GAMS optimisation program is utilised to solve the model. The beneficial effect of the suggested model was evaluated using an adjusted twenty-node Belgium gas network and an adjusted sixteen-bus UK distribution system. Numerical results show that when natural gas demand is limited, the production of gas from the P2G facility can improve the secure and cost-effective functioning of the coordinated electricity and gas networks. It further shows that by converting renewable electricity into natural gas, P2G facilities can enable a broader penetration of volatile renewable energy.

近年来,环境问题促使世界各国政府将大量可再生能源(RESs)纳入电网。然而,可再生能源的间歇性带来了新的挑战,例如电力供需不平衡。电力制气(P2G)和燃气装置(gfu)是克服这些挑战的实用解决方案。因此,本文提出了一种考虑需求响应计划(DRP)的协调能源市场中GFUs、P2G设施和RESs的双级竞价策略。为了提高系统的灵活性,DRP被建模为一个价格响应竞标机制来转移负荷。此外,使用场景树概念对RESs和负载的随机性进行了建模。在双层模型中,上层问题追求gfu和P2G设施的利润最大化,下层问题追求能源市场的社会福利最大化。通过用KKT (Karush-Kuhn-Tucker)最优性条件代替低级优化,并将非线性转化为线性等价,将非线性双级方程转化为单级混合整数线性规划问题。利用GAMS优化程序中的CPLEX求解器对模型进行求解。采用调整后的20节点比利时燃气网络和调整后的16总线英国配电系统对建议模型的有益效果进行了评估。数值计算结果表明,在天然气需求有限的情况下,P2G设施的天然气生产可以提高电力和天然气协调网络的安全性和成本效益。它进一步表明,通过将可再生电力转化为天然气,P2G设施可以使易挥发的可再生能源更广泛地渗透。
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引用次数: 0
Optimal Operation of Multi-Energy Microgrid: A Distributionally Robust Optimisation Method Considering Integrated Demand Response and Tiered Carbon Trading 多能微电网优化运行:考虑综合需求响应和分级碳交易的分布式鲁棒优化方法
IF 2.6 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-08 DOI: 10.1049/gtd2.70209
Hua Liu, Yong Li, Guofeng Hu, Junjie Zhong, Mingmin Zhang

With the increasing penetration of renewable energy in multi-energy microgrids (MEMG), the uncertainty caused by the randomness and intermittency of renewable power output has become increasingly prominent, posing significant challenges to the low-carbon and economic operation of MEMG. To address these issues, this paper proposes a two-stage distributionally robust low-carbon economic optimisation model based on Kullback–Leibler (KL) divergence. First, a two-stage distributionally robust optimisation (DRO) framework and objective function for the MEMG are constructed. Then, a linearised tiered carbon trading model, equipment models and an integrated demand response (IDR) model of MEMG are developed. Furthermore, to address the uncertainty in the distribution probability of wind power and photovoltaic (PV) output, a KL divergence-based ambiguity set is constructed, and a KL divergence-based min-max-min two-stage DRO model is proposed. Finally, a column-and-constraint generation (C&CG) algorithm is employed to decompose the DRO model into a master problem and slave problem for iterative solving. A case study based on a real MEMG located in Hunan Province, China, demonstrates that the proposed two-stage distributionally robust low-carbon economic optimisation model can effectively address the uncertainty caused by renewable energy, also balancing both economic and robust performance.

随着可再生能源在多能微电网(MEMG)中的渗透率不断提高,可再生能源发电输出的随机性和间歇性所带来的不确定性日益突出,对MEMG的低碳经济运行提出了重大挑战。为了解决这些问题,本文提出了一个基于Kullback-Leibler (KL)散度的两阶段分布稳健低碳经济优化模型。首先,构造了MEMG的两阶段分布鲁棒优化框架和目标函数。然后,建立了线性分层碳交易模型、设备模型和集成需求响应(IDR)模型。在此基础上,针对风电和光伏输出分布概率的不确定性,构建了基于KL发散度的模糊集,提出了基于KL发散度的最小-最大-最小两阶段DRO模型。最后,采用列约束生成(C&;CG)算法将DRO模型分解为一个主问题和一个从问题进行迭代求解。基于湖南省某实际MEMG的案例研究表明,本文提出的两阶段分布式稳健低碳经济优化模型能够有效解决可再生能源带来的不确定性,同时兼顾经济性和稳健性。
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引用次数: 0
A Novel Travelling Wave Fault Location Method for Multi-Terminal Transmission Line Based on RBMO-SVMD and Frequency-Related Wave Velocity Fault Distance Matrix 基于RBMO-SVMD和频率相关波速故障距离矩阵的多端传输线行波故障定位新方法
IF 2.6 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-04 DOI: 10.1049/gtd2.70205
Yanfeng Gao, Hong Zhang, Changhao Liu, Yewen Sun, Rui Zhang, Hongyan Yan

This paper proposes a novel travelling wave (TW) fault location method for multi-terminal transmission lines (MTTLs). First, the red-billed blue magpie optimisation (RBMO)-based successive variational mode decomposition (SVMD) is employed to decompose the aerial-mode current TW signal, thereby obtaining a series of intrinsic mode components (IMF) and the corresponding centre frequency of each IMF. Second, the Teager energy operator (TEO) is utilised to extract the energy mutation point from the IMF with the maximum kurtosis value, enabling the determination of the TW front arrival time. Then, based on the principle of double-terminal TW fault location, the fault distance matrices A and B for MTTLs are constructed using frequency-related TW velocity. Finally, the fault section identification and location for MTTLs are achieved using the constructed fault distance matrices. Extensive simulation studies conducted on the PSCAD/EMTDC platform demonstrate that the proposed method exhibits excellent adaptability and robustness across various fault scenarios. Compared with existing TW-based methods, the proposed method achieves superior fault location accuracy, with location errors maintained below 150 m.

提出了一种新的多端传输线行波故障定位方法。首先,采用基于红嘴蓝喜鹊优化(RBMO)的逐次变分模态分解(SVMD)对航模电流TW信号进行分解,得到一系列本征模态分量(IMF)和各IMF对应的中心频率。其次,利用Teager能量算子(TEO)从IMF中提取峰度值最大的能量突变点,确定TW锋到达时间;然后,基于双端TW故障定位原理,利用频率相关TW速度构造了mttl的故障距离矩阵A和B。最后,利用构造的故障距离矩阵实现故障区段的识别和定位。在PSCAD/EMTDC平台上进行的大量仿真研究表明,该方法在各种故障场景下具有出色的适应性和鲁棒性。与现有的基于tw的方法相比,该方法具有更高的故障定位精度,定位误差保持在150 m以下。
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引用次数: 0
A Data-Driven Adaptive Damping Control Method of Doubly Fed Induction Generators for Renewable-Integrated Power Systems 一种数据驱动的双馈感应发电机自适应阻尼控制方法
IF 2.6 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-04 DOI: 10.1049/gtd2.70194
Hao Ying, Xuechun Zhang, Longjie Tao, Zhen Wang, Deqiang Gan

The increasing penetration of renewable energy resources such as wind power into modern power systems presents great challenges to the design of conventional model-based damping controllers, for example, inaccurate/unavailable model structure and parameters due to business privacy. In view of this, the paper proposes a data-driven adaptive damping (DDAD) control method of doubly fed induction generators (DFIG) for damping enhancement, which depends only on real-time input/output data and can accommodate variations of system operating conditions. In the method, a pseudo-gradient-based data-driven model is established via a partial form dynamic linearization technique. A pseudo-gradient updater is then developed to adaptively adjust pseudo-gradients based on online data. Furthermore, two control modules, that is, a sliding mode control module to ensure robustness and an optimal predictive control module to improve damping performance, are designed and the DDAD control law is then derived. Afterwards, simulation results based on the DFIG-integrated New England 10-machine 39-bus system are used to validate the effectiveness and robustness of the proposed method for various operating scenarios.

风能等可再生能源在现代电力系统中的渗透程度越来越高,对传统的基于模型的阻尼控制器的设计提出了巨大的挑战,例如,由于商业隐私,模型结构和参数不准确/不可用。鉴于此,本文提出了一种数据驱动的双馈感应发电机(DFIG)自适应阻尼(DDAD)控制方法,该方法仅依赖于实时输入/输出数据,并能适应系统运行条件的变化。该方法通过局部形式动态线性化技术,建立了基于伪梯度的数据驱动模型。然后,开发了一种基于在线数据自适应调整伪梯度的伪梯度更新器。设计了保证鲁棒性的滑模控制模块和提高阻尼性能的最优预测控制模块,并推导了DDAD控制律。然后,基于dfig集成的新英格兰10机39总线系统的仿真结果验证了该方法在各种运行场景下的有效性和鲁棒性。
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引用次数: 0
Correction to [Optimisation Scheduling of Integrated Electricity-Heat-Oxygen Energy Systems Considering Demand Response and Carbon Trading Based on IGDT] 基于IGDT的考虑需求响应和碳交易的电-热-氧一体化系统优化调度修正
IF 2.6 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-04 DOI: 10.1049/gtd2.70212

Z. Yin, R. Zhu, S. Cui, et al., “Optimisation Scheduling of Integrated Electricity-Heat-Oxygen Energy Systems Considering Demand Response and Carbon Trading Based on IGDT,” IET Generation, Transmission & Distribution 19, no. 1 (2025): e70126.

In the ‘Funding/Acknowledgements’ section, the text ‘Tibet Agriculture and Animal Husbandry College (YJS2025-42)’ was incorrect. This should have read: ‘Graduate Education Innovation Program Funding Project of Tibet Agriculture and Animal Husbandry University (YJS2025-42).’

We apologize for this error.

尹志强,朱仁,崔顺生,等,“基于IGDT的电力-热-氧一体化系统优化调度”,《电力与配电》第19期。1 (2025): e70126。“我们为这个错误道歉。
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引用次数: 0
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