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Improved active disturbance rejection position control for PMSM based on cascade observers 基于串级观测器的永磁同步电机改进自抗扰位置控制
IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-01 DOI: 10.1016/j.ijepes.2026.111627
Cao Tan, Jiawei Ding, Yadong Song
To address the challenges of low positioning accuracy and poor disturbance rejection capabilities in permanent magnet synchronous motor (PMSM) position servo control systems, this paper proposes an active disturbance rejection control (ADRC) strategy based on cascade observers. The mathematical model of the PMSM is first established. Design a nonlinear function combining polynomial and trigonometric function to improve the nonlinear function, so that the function has continuity and smoothness at piece wise points, and the saturation function is introduced to improve the instability of the system in high error states. Designing cascaded state observers to estimate external perturbations, ESO1 makes an initial observation of the perturbation, and ESO2 observes the perturbation observed by ESO1 as a known part of the remaining perturbation, double estimation is achieved to reduce the observation error. The results prove the effect of the improved nonlinear function and the cascade state observer. At the same time, it is proved by comparison that the proposed control strategy has better control accuracy, response speed and robustness than PI control, ADRC control, MADRC control and NADRC control.
针对永磁同步电机(PMSM)位置伺服控制系统定位精度低、抗扰能力差的问题,提出了一种基于级联观测器的自抗扰控制策略。首先建立了永磁同步电机的数学模型。设计一个结合多项式和三角函数的非线性函数,对非线性函数进行改进,使函数在分段处具有连续性和平滑性,并引入饱和函数,改善系统在高误差状态下的不稳定性。设计级联状态观测器来估计外部扰动,es1对扰动进行初始观测,ESO2将es1观测到的扰动作为剩余扰动的已知部分进行观测,实现双估计,减小观测误差。结果证明了改进后的非线性函数和级联状态观测器的效果。与PI控制、ADRC控制、MADRC控制和NADRC控制相比,所提出的控制策略具有更好的控制精度、响应速度和鲁棒性。
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引用次数: 0
Modeling and allocation of modern infrastructure deployment in LV European-type distribution systems for solving power quality issues 低压欧式配电系统中现代基础设施部署的建模与配置,以解决电能质量问题
IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-01 DOI: 10.1016/j.ijepes.2026.111632
Tarikua Taye , Bassam Mohamed , Xavier Domínguez , Mesfin Fanuel , Jesús Gutiérrez , Pablo Arboleya
Voltage magnitude limit violations (under/over-voltage), phase unbalance and occasional conductor overloads are among the most frequent and operationally critical problems in European low-voltage (LV) distribution networks, and their incidence is rising with electrification, power-electronic loads and distributed generation. This paper proposes a DSO-oriented, operationally grounded mitigation framework that coordinates four field-ready devices: autotransformers, on-load tap changers, zigzag filters and a local power-balancing device to restore voltage compliance and reduce unbalance without relying on customer participation, advanced communications or complex power-electronic converters. To keep the assessment tractable over large historical datasets, representative stressed operating conditions are pre-selected from one year of measurements using transformer-level proxy indicators (aggregated loading and phase power disparity), removing the need for extensive power-flow simulations to a few critical cases. The methodology is validated on a standardized European LV benchmark network using real customer demand profiles and evaluated at customer connection points through voltage–magnitude and unbalance KPIs. Results show complete elimination of under-voltage occurrences, more than 95% reduction of over-voltage events, and over 98% reduction in average unbalance factor, demonstrating that coordinated deployment of established, utility-accepted devices can provide an effective and rapidly deployable operational bridge while long-term reinforcements are planned and executed.
电压幅值违反(欠压/过压)、相位不平衡和偶尔的导体过载是欧洲低压(LV)配电网中最常见和最关键的运行问题,随着电气化、电力电子负荷和分布式发电的发展,这些问题的发生率正在上升。本文提出了一种面向dso的运行接地缓解框架,该框架可协调四种现场准备设备:自耦变压器、有载分接开关、之形滤波器和本地功率平衡装置,以恢复电压合规性并减少不平衡,而无需依赖客户参与、先进通信或复杂的电力电子转换器。为了使评估在大型历史数据集上易于处理,使用变压器级代理指标(总负载和相功率差)从一年的测量中预先选择具有代表性的工作条件,从而消除了对一些关键情况进行大量潮流模拟的需要。该方法在使用真实客户需求概况的标准化欧洲低压基准网络上进行了验证,并通过电压大小和不平衡kpi在客户连接点进行了评估。结果表明,完全消除了欠压事件,过压事件减少了95%以上,平均不平衡因素减少了98%以上,这表明,在规划和执行长期增援时,已建立的、公用事业认可的设备的协调部署可以提供有效和快速部署的操作桥梁。
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引用次数: 0
Improving photovoltaic power forecasting accuracy: a comparative study of hybrid models and PVGIS 提高光伏发电预测精度:混合模型与PVGIS的对比研究
IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-01 DOI: 10.1016/j.ijepes.2025.111534
Masoud Mardani , Siamak Hosseinzadeh , Francesco Mancini , Davide Astiaso Garcia
Accurate photovoltaic (PV) power forecasting is essential for ensuring reliable grid integration, particularly in regions with limited ground-based meteorological data. This study develops a hybrid multi-stage model chain designed for clear-sky PV power forecasting in Karaj, Iran, characterized by a cold semi-arid (BSk) climate. A 90 W polycrystalline module with a 27° tilt was evaluated using MERRA-2 atmospheric inputs and high-resolution on-site measurements for validation. Six global horizontal irradiance (GHI) models, five plane-of-array irradiance (POAI) models, and five module-temperature models were assessed. The Solcast, Perez, and PVsyst models demonstrated the highest accuracy within their respective stages. The combined model chain initially achieved an RMSE of 15.09 % and MBD of 5.12 %. After applying linear correlation adjustments, accuracy improved to an RMSE of 12.38 % and MBD of − 4.87 %. Comparative analysis showed that the optimized chain significantly outperformed the PVGIS-ERA5 and PVGIS-SARAH3 datasets, which exhibited RMSE values exceeding 85 % for the test location. The results highlight the importance of step-by-step validation and model selection under site-specific atmospheric conditions. The proposed framework offers a practical baseline for PV power prediction in semi-arid climates and may be extended in future work through machine-learning integration and multi-climate evaluation.
准确的光伏发电功率预测对于确保可靠的电网整合至关重要,特别是在地面气象数据有限的地区。本研究开发了一个混合多阶段模型链,设计用于伊朗Karaj晴空光伏发电预测,其特征是寒冷的半干旱(BSk)气候。使用MERRA-2大气输入和高分辨率现场测量对倾斜27°的90w多晶模块进行了评估。评估了6个全球水平辐照度(GHI)模型、5个阵列平面辐照度(POAI)模型和5个模块温度模型。Solcast、Perez和PVsyst模型在各自的阶段显示出最高的准确性。联合模型链最初的RMSE为15.09%,MBD为5.12%。应用线性相关调整后,准确度提高到RMSE为12.38%,MBD为- 4.87%。对比分析表明,优化后的链显著优于PVGIS-ERA5和PVGIS-SARAH3数据集,其测试位置的RMSE值超过85%。结果强调了在特定大气条件下逐步验证和模式选择的重要性。所提出的框架为半干旱气候下的光伏发电预测提供了一个实用的基线,并且可以通过机器学习集成和多气候评估在未来的工作中扩展。
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引用次数: 0
Data-driven estimation for electric machine emulator operation in AI-driven sensorless control of electric vehicle energy networks 人工智能驱动的电动汽车能源网络无传感器控制中电机模拟器运行的数据驱动估计
IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-01 DOI: 10.1016/j.ijepes.2026.111581
C.-W. Huang , S.-H. Hsu , T.-C. Chou , P.-H. Lee
Global warming and accelerated climate change highlight the urgent need for low-carbon transportation, with electric vehicles (EVs) emerging as a cornerstone of net-zero emission strategies. The electric machine emulator (EME) has demonstrated effectiveness in mitigating range anxiety and supports bidirectional energy interaction. However, challenges persist in connecting the capability of vehicle-to-grid (V2G) with EME energy-conversion efficiency, often resulting in system voltage fluctuations under unbalanced grid connection conditions. Conventional control strategies fall short in explicitly revealing the decarbonized pathway.
This study proposes a data-driven framework leveraging the proposed AI-driven sensorless controller to mitigate the carbon footprint of EV energy networks. Specifically, a hybrid GRU-LSTM structure with hyperparameters is fine-tuned for identifying the most critical electric machine emulator (EME) operational patterns for failure diagnosis within AI-driven sensorless control applications. The proposed mechanism is benchmarked against state-of-the-art deep learning models, including a convolutional neural network (CNN), recurrent neural network (RNN), gate-recurrent unit (GRU), and long short-term memory (LSTM), to evaluate accuracy, robustness, and efficiency. Additionally, the trade-off between output power and carbon intensity (CI) provides operational insights for sustainable operation. Simulated and hardware-in-the-loop validation confirm superior emission-path tracking (MAPE < 3%), enhanced stability under variable grid conditions, and significant improvements in energy utilization and carbon reduction.
全球变暖和加速的气候变化凸显了对低碳交通的迫切需求,电动汽车(ev)正成为净零排放战略的基石。电机仿真器(EME)在缓解距离焦虑和支持双向能量交互方面已被证明是有效的。然而,将车辆到电网(V2G)的能力与EME能量转换效率相结合仍然存在挑战,在不平衡并网条件下,系统电压往往会出现波动。传统的控制策略在明确揭示脱碳途径方面存在不足。本研究提出了一个数据驱动的框架,利用所提出的人工智能驱动的无传感器控制器来减少电动汽车能源网络的碳足迹。具体来说,具有超参数的混合GRU-LSTM结构经过微调,用于识别人工智能驱动的无传感器控制应用中最关键的电机模拟器(EME)运行模式,以进行故障诊断。所提出的机制以最先进的深度学习模型为基准,包括卷积神经网络(CNN)、循环神经网络(RNN)、门循环单元(GRU)和长短期记忆(LSTM),以评估准确性、鲁棒性和效率。此外,输出功率和碳强度(CI)之间的权衡为可持续运营提供了操作见解。模拟和硬件在环验证证实了优越的排放路径跟踪(MAPE < 3%),增强了可变电网条件下的稳定性,并显著改善了能源利用和碳减排。
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引用次数: 0
Second order exponential asymptotic expansion for probabilistic load flow analysis 概率潮流分析的二阶指数渐近展开
IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-01 DOI: 10.1016/j.ijepes.2026.111582
Hooman Basirat , Mohammad Mohammadi , Dariush Keihan Asl
Due to the inherent randomness in certain resources and load demands, load flow analysis must be performed using efficient and robust probabilistic methods to accurately capture power system uncertainties. This paper proposes a novel non-iterative and non-parametric framework, called the second-order exponential asymptotic expansion (SOEAE) method, to solve the probabilistic load flow problem. Unlike classical methods such as first-order second moment, saddlepoint approximation method, or point estimation methods, the proposed technique maintains a consistent computational cost regardless of the number of random variables. Hence, only a single iteration is sufficient to obtain the Taylor series expansion of the output variables as functions of the input random variables. Also, this method can approximate the density functions of unknown variables, regardless of the input variables’ distribution type. In addition to lower computational cost and higher accuracy, the proposed method preserves key advantages of traditional methods and derives cumulative distribution functions without integration. The suggested method is examined on IEEE 14-bus and IEEE 118-bus test systems, and results with reasonable accuracy are achieved. The results are compared with those obtained using Monte Carlo simulation and saddlepoint approximation methods.
由于某些资源和负荷需求具有固有的随机性,负荷潮流分析必须采用高效、鲁棒的概率方法来准确捕捉电力系统的不确定性。本文提出了一种新的非迭代非参数框架,即二阶指数渐近展开(SOEAE)方法,用于求解概率负荷流问题。与经典方法如一阶二阶矩、鞍点近似方法或点估计方法不同,无论随机变量的数量如何,所提出的技术都保持一致的计算成本。因此,只需一次迭代就足以得到输出变量作为输入随机变量函数的泰勒级数展开式。此外,无论输入变量的分布类型如何,该方法都可以近似未知变量的密度函数。该方法不仅计算成本低、精度高,而且保留了传统方法的主要优点,无需积分即可推导出累积分布函数。在ieee14总线和ieee118总线测试系统上对该方法进行了验证,得到了精度合理的结果。并与蒙特卡罗模拟和鞍点近似法的结果进行了比较。
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引用次数: 0
Multi-frequency coupled mechanism and propagation characteristics of subsynchronous oscillations induced by IBRs in power systems 电力系统中ibr诱发次同步振荡的多频耦合机理及传播特性
IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-01 DOI: 10.1016/j.ijepes.2026.111631
Yanhui Xu, Yundan Cheng, Le Zheng
Subsynchronous oscillations induced by inverter-based resources pose a significant threat to power system stability due to their wide propagation. This paper reveals a new propagation phenomenon of subsynchronous oscillations induced by inverter-based resources, characterized by multi-frequency coupling and a non-monotonic relationship between amplitude and oscillation frequency, revealing critical risks at non-resonant frequencies. To investigate this issue, the coupling mechanism and propagation characteristics of the multi-frequency coupled oscillations are analyzed. The study reveals that the multi-frequency coupling originates from the interaction between oscillation components and the synchronization control of inverter-based resources. This interaction introduces frequency coupling and generates the multiple frequency components in the instantaneous power. Furthermore, the non-monotonic characteristics is attributed to the frequency-dependent coupling impedances resulting from asymmetric interharmonic components generated by the frequency coupling. Building on this mechanism, a propagation coefficient based on instantaneous power amplitude is proposed to quantify propagation risk. Simulation results validate the proposed method, demonstrating its improved accuracy compared to existing analyses.
逆变器资源引起的次同步振荡由于其传播范围广,对电力系统的稳定性构成严重威胁。本文揭示了一种新的由逆变器资源引起的次同步振荡传播现象,该现象具有多频耦合和幅值与振荡频率之间的非单调关系,揭示了非谐振频率的临界风险。为了研究这一问题,分析了多频耦合振荡的耦合机理和传播特性。研究表明,多频耦合源于振荡分量之间的相互作用和基于逆变器的资源同步控制。这种相互作用引入了频率耦合,在瞬时功率中产生了多个频率分量。此外,非单调特性归因于频率耦合产生的非对称谐波分量所导致的频率相关耦合阻抗。在此基础上,提出了基于瞬时功率幅值的传播系数来量化传播风险。仿真结果验证了该方法的有效性,表明该方法的精度比现有分析方法有所提高。
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引用次数: 0
Voltage stability improvement of weak grids using a new cascade droop control of grid-connected converter 利用新型并网变流器串级下垂控制改善弱电网电压稳定性
IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-01 DOI: 10.1016/j.ijepes.2026.111594
Hayder Hassan Abbas, Qobad Shafiee, Hassan Bevrani
The voltage control loop of a virtual synchronous generator (VSG) is typically governed by a conventional reactive power-voltage droop control, which may exhibit instability when encountering disturbances or operating under weak grid conditions. This paper proposes a new control approach to reduce voltage fluctuations and improve voltage stability in converter-dominated weak grids. The proposed controller extends the conventional droop control by introducing layered control loops named cascade droop control (CDC), enabling enhanced voltage support and grid stability even in weak grid case studies. The proposed methodology aims to enhance the grid-connected converter stability while maintaining simplicity in implementation.
The proposed approach is assessed through analyses conducted in both the time and frequency domains. The stability analyses and simulation outcomes confirm the effectiveness of the new CDC technique in addressing weak grid conditions.
虚拟同步发电机(VSG)的电压控制环通常由传统的无功电压下垂控制控制,当遇到干扰或在弱电网条件下运行时可能会表现出不稳定性。本文提出了一种新的控制方法,以减少变流器控制弱电网的电压波动,提高电压稳定性。该控制器通过引入串级下垂控制(CDC)的分层控制回路扩展了传统的下垂控制,即使在弱电网情况下也能增强电压支持和电网稳定性。提出的方法旨在提高并网变流器的稳定性,同时保持实现的简单性。通过在时域和频域进行分析来评估所提出的方法。稳定性分析和仿真结果验证了该方法在解决弱电网条件下的有效性。
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引用次数: 0
Analysis and suppression of phase-locked loop induced negative-damping under weak grid conditions 弱电网条件下锁相环诱导负阻尼的分析与抑制
IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-01 DOI: 10.1016/j.ijepes.2026.111628
Ming Li , Yangjun Xiao , Hua Geng , Rui Zhang , Junjie Li , Xing Zhang
Under weak grid conditions, the increase in grid impedance and the reduction in short-circuit ratio (SCR) can induce coupled oscillations between the phase-locked loop (PLL) and the grid impedance. These interactions substantially degrade the grid-connected inverter damping characteristics and may even lead to negative-damping, resulting in phase jitter, oscillatory divergence, or loss of synchronization. Existing suppression methods, typically based on linear techniques such as bandwidth reduction or adaptive parameter compensation, face inherent limitations including strong dependence on accurate system models and implementation complexity, thereby failing to fundamentally restore system damping. To overcome these challenges, we propose an enhanced PLL structure incorporating a negative feedback branch, functionally equivalent to introducing an additional dissipation channel parallel to the phase rate-of-change term. This modification directly increases the damping ratio of the speed term, ensuring unidirectional dissipation of the system energy function and theoretically eliminating the negative-damping effect under weak grid conditions. The proposed method features intuitive parameter tuning, simple engineering realization, and low sensitivity to grid model uncertainties, thereby achieving superior stability and robustness. Simulation and experimental results validate the effectiveness and practicality of the proposed control strategy.
在弱电网条件下,电网阻抗的增大和短路比的减小会引起锁相环与电网阻抗之间的耦合振荡。这些相互作用大大降低了并网逆变器的阻尼特性,甚至可能导致负阻尼,导致相位抖动、振荡发散或同步损失。现有的抑制方法通常基于带宽缩减或自适应参数补偿等线性技术,存在固有的局限性,包括对精确系统模型的依赖性强和实现复杂性,因此无法从根本上恢复系统阻尼。为了克服这些挑战,我们提出了一种包含负反馈分支的增强型锁相环结构,其功能相当于引入一个平行于相位变化率项的额外耗散通道。这种修改直接增大了速度项的阻尼比,保证了系统能量函数的单向耗散,理论上消除了弱电网条件下的负阻尼效应。该方法参数整定直观,工程实现简单,对网格模型不确定性敏感性低,具有较好的稳定性和鲁棒性。仿真和实验结果验证了所提控制策略的有效性和实用性。
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引用次数: 0
Integration and optimisation analysis of PLC and SCADA-HMI–IPC systems in intelligent power distribution monitoring 智能配电监控中PLC与SCADA-HMI-IPC系统的集成与优化分析
IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-01 DOI: 10.1016/j.ijepes.2026.111597
Lingyun Gu , Fuping Wang
Tahe use of Programmable Logic Controllers (PLCs), Supervisory Control and Data Acquisition (SCADA) systems, and Human-Machine Interface industrial PCs (HMI IPCs) is still limited by the interface latency, inconsistent terminology, and limited operator support. To address these shortcomings in intelligent power distribution monitoring, this research paper presents and justifies a new Integrated Edge-Aware PLC-SCADA-HMI Optimization Model (IEPSHOM) to overcome them. It is novel because it combines a rule-first, decision-tree-refinement step with an adaptive Human-Machine Interface (HMI) to minimize detection latency and enhance the quality of operator responses. The 4-feeder low-voltage substation testbed consisted of Siemens S7-1200 PLCs and adaptive HMI dashboards to compare IEPSHOM with a traditional PLC-SCADA architecture. The outcomes indicate that the accuracy of fault detection in IEPSHOM improved by 11.6 percent, the false-positive rate decreased by 5.5 percent, the average latency decreased by 321 ms to 174 ms, and the operator alert resolution time decreased. There was a 2.4–3.1-point increase in the usability rating, indicating the usefulness of adaptive interfaces in improving decision precision under challenging situations. These results show that the effectiveness of real-time monitoring and operators in digital substations can be enhanced with the help of IEPSHOM.
可编程逻辑控制器(plc)、监控和数据采集(SCADA)系统和人机接口工业pc (HMI ipc)的使用仍然受到接口延迟、不一致的术语和有限的操作员支持的限制。为了解决智能配电监控中的这些不足,本文提出并论证了一种新的边缘感知PLC-SCADA-HMI集成优化模型(IEPSHOM)。它的新颖之处在于,它结合了规则优先、决策树细化步骤和自适应人机界面(HMI),以最大限度地减少检测延迟,提高操作员响应的质量。4线低压变电站测试平台由西门子S7-1200 plc和自适应HMI仪表板组成,将IEPSHOM与传统的PLC-SCADA架构进行比较。结果表明,IEPSHOM的故障检测准确率提高了11.6%,假阳性率降低了5.5%,平均延迟时间减少了321 ms ~ 174 ms,操作人员警报解决时间缩短了。可用性评分增加了2.4 - 3.1分,表明自适应界面在具有挑战性的情况下提高决策精度的有用性。这些结果表明,利用IEPSHOM可以提高数字化变电站实时监控和操作人员的有效性。
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引用次数: 0
Optimal operational planning of hybrid power plants in railway MVDC networks and comparison with standard AC connections 铁路MVDC网络混合电厂优化运行规划及与标准交流连接的比较
IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-01 DOI: 10.1016/j.ijepes.2026.111633
Laurent Cornaggia , Robin Girard , Olivier Despouys , Hélène Clémot , Panagiotis Andrianesis
The proliferation of Direct Current (DC) resources presents significant challenges for their connection to the grid, but also appealing opportunities for new connection options, such as Medium Voltage DC (MVDC) networks. Railway MVDC (R-MVDC) networks are among potential candidates for new DC resource connections. As such, DC resources, e.g., solar plus battery hybrid power plants (HPPs), that are geographically located near an R-MVDC network may either connect to the latter or to the closest Alternating Current (AC) network. This paper presents a mixed integer linear programming formulation for the optimal operational planning of an HPP connected to an R-MVDC network that encompasses the R-MVDC network constraints. Furthermore, it provides a comprehensive techno-economic analysis that compares the two connection options (AC and R-MVDC), employing the outcomes of the optimized HPP operation and a granular breakdown of the various cost components (converters, lines, losses). An application to the French R-MVDC network provides a first assessment for the potential of new HPP connections to the R-MVDC network, considering several HPP sizes and voltage levels.
直流(DC)资源的激增对其与电网的连接提出了重大挑战,但也为中压直流(MVDC)网络等新连接选项提供了诱人的机会。铁路MVDC (R-MVDC)网络是新的数据中心资源连接的潜在候选者之一。因此,地理上位于R-MVDC网络附近的直流资源,例如太阳能+电池混合发电厂(HPPs),可以连接到后者或最近的交流电(AC)网络。本文提出了一个混合整数线性规划公式,用于包含R-MVDC网络约束的连接到R-MVDC网络的HPP的最优运行规划。此外,它还提供了一个全面的技术经济分析,比较了两种连接方案(交流和R-MVDC),采用了优化的HPP运行结果和各种成本组成部分(转换器、线路、损耗)的细颗粒分解。一项针对法国R-MVDC网络的应用首次评估了新HPP连接到R-MVDC网络的潜力,考虑了几种HPP尺寸和电压水平。
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引用次数: 0
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International Journal of Electrical Power & Energy Systems
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