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2023 International Conference on Power Electronics and Energy (ICPEE)最新文献

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Lithium-Ion Battery Pack SOC Estimation using Optimized ECM Parameters and Kalman Filter 基于优化ECM参数和卡尔曼滤波的锂离子电池组SOC估计
Pub Date : 2023-01-03 DOI: 10.1109/ICPEE54198.2023.10060088
Prashant K. Aher, S. Patil, Ameya V Gambhir, Abhishek Mandhana, A. Deshpande, S. Pandey
This paper presents an extended Kalman filter (EKF) to estimate the state of charge (SOC) of series connected battery pack considering different practical aspects. Modeling is done to determine how capacity and resistance changes at the cell level affect battery pack performance. Experimental current and voltage of Li-ion cell along with the nonlinear least square method are used to obtain optimized model parameters, which can reduce the computation time as compared to identifying them in real time. The proposed EKF can reduce computation and complexity from a hardware deployment point of view by using an algorithm iteratively for all cells in the battery pack. The efficiency of proposed method is evaluated by simulating different real time scenarios in MATLAB. Impact of unequal charge distribution among different cells to decide battery pack SOC is analyzed. Performance of the proposed EKF for SOC estimation is found to be improved with reduced complexity and computations.
本文提出了一种扩展的卡尔曼滤波(EKF)来估计串联电池组的荷电状态(SOC),并考虑了不同的实际情况。建模是为了确定电池级的容量和电阻变化如何影响电池组的性能。采用非线性最小二乘法对锂离子电池的实验电流和电压参数进行优化,与实时识别相比,减少了计算时间。从硬件部署的角度来看,所提出的EKF可以通过对电池组中的所有单元迭代使用算法来减少计算量和复杂性。通过在MATLAB中对不同的实时场景进行仿真,验证了所提方法的有效性。分析了不同电池单元间电荷分布不均匀对电池组荷电状态的影响。结果表明,所提EKF的SOC估计性能有所提高,降低了计算复杂度和计算量。
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引用次数: 0
Autocorrelation Aided Islanding Detection Using bi-directional Long-short Type Memory Network 基于双向长短型记忆网络的自相关辅助孤岛检测
Pub Date : 2023-01-03 DOI: 10.1109/ICPEE54198.2023.10059865
A. Chakraborty, S. Chatterjee, R. Mandal
In the present work, autocorrelation aided deep learning framework for islanding detection in grid connected distributed generation system is proposed. For this purpose, islanding along with other transient events were simulated on a grid connected power system network with DG penetration. For each case, negative sequence voltage signals obtained at the point of common connection were used to determine the sequence components of the autocorrelation function. From the autocorrelation sequences representing each type of transient event, 36 features were extracted. The obtained feature vectors were fed as inputs to a bi-directional longshort type memory network classifier for classification of islanding and other events. It has been examined that the suggested methodology has resulted in 99.01% accuracy in discriminating islanding from non-islanding events. Besides, for the multiclass classification, a mean accuracy of 98.50% is obtained. Comparative studies with machine learning classifiers indicated that the result of the suggested methodology is better. The proposed model can be used for accurate prediction and classification of islanding and other transient events in power system network.
本文提出了一种基于自相关辅助深度学习的并网分布式发电系统孤岛检测框架。为此,在有DG渗透的并网电力系统网络中,模拟了孤岛和其他暂态事件。对于每种情况,使用在共连接点处获得的负序电压信号来确定自相关函数的序列分量。从每一类瞬态事件的自相关序列中提取出36个特征。将得到的特征向量作为输入输入到双向长短型记忆网络分类器中,用于对孤岛和其他事件进行分类。经检验,所建议的方法在区分孤岛事件和非孤岛事件方面的准确率为99.01%。此外,对于多类分类,平均准确率达到98.50%。与机器学习分类器的比较研究表明,所建议的方法的结果更好。该模型可用于电网中孤岛及其他暂态事件的准确预测和分类。
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引用次数: 0
A Combined S-transform and Ensemble of DT based Protection scheme for six-phase transmission line 一种基于DT的六相输电线路组合s变换和集成保护方案
Pub Date : 2023-01-03 DOI: 10.1109/ICPEE54198.2023.10060048
S. Shukla, M. Manohar, C. Patel, T. Tailor, Arun Rathore
The current transmission infrastructure must be able to transmit more electricity due to the alarming increase in energy consumption. Instead of relying on the constraints of three-phase double-circuit lines to meet the growing power needs, a new generation of six-phase transmission systems has emerged as a potential solution. The protection challenges with six-phase transmission systems are exceptionally challenging, however, because of the enormous number of probable flaws. Given the advantages of six-phase systems over three-phase systems in meeting rising power demands and the dearth of existing protection schemes for six-phase lines, there is room for the development of a consistent protection scheme for a six-phase system that can satisfactorily perform the proposed protection tasks under a wide range of operating contingencies. To that end, this research proposes a novel protection strategy based on an ensemble of decision trees and the S-transform. To train the fault detector/classifier, the estimated frequency and phase of the current signals in real time have been utilised as input characteristics, and the S-transform has been used to do so. With a one-cycle moving window, it is feasible to estimate the input characteristics in a recursive fashion. To ensure the anticipated scheme is applicable to a six-phase system, it has been subjected to extensive simulations of a variety of fault conditions with a broad range of fault characteristics. The proposed relaying approach can reliably detect and classify issues in a single cycle across all test cases.
由于能源消耗的惊人增长,目前的输电基础设施必须能够传输更多的电力。为了满足日益增长的电力需求,新一代的六相输电系统已经成为一种潜在的解决方案,而不是依靠三相双回线路的限制。然而,由于存在大量可能的缺陷,六相输电系统的保护挑战尤其具有挑战性。鉴于六相系统在满足日益增长的电力需求方面比三相系统具有优势,而现有的六相线路保护方案又缺乏,因此,在广泛的运行突发事件下,六相系统的一致保护方案仍有发展的空间,可以令人满意地执行拟议的保护任务。为此,本文提出了一种基于决策树集合和s变换的保护策略。为了训练故障检测器/分类器,实时使用电流信号的估计频率和相位作为输入特征,并使用s变换来实现。在单周期移动窗口下,以递归方式估计输入特性是可行的。为了确保预期方案适用于六相系统,对具有广泛故障特征的各种故障条件进行了大量模拟。所提出的中继方法可以在所有测试用例的单个周期内可靠地检测和分类问题。
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引用次数: 0
Solar Photo Voltaic Panel Interfaced Boost Converter with MPPT Algorithm at Various Climatic Conditions 基于MPPT算法的不同气候条件下太阳能光伏板接口升压变换器
Pub Date : 2023-01-03 DOI: 10.1109/ICPEE54198.2023.10060750
L. Nanda, S. Mandal, A. Priya, Arjyadhara Pradhan, C. Jena, Babita Panda
This paper deals with the design and simulation of a simple but efficient photovoltaic system with boost converter. One type of renewable energy source is the solar energy in which the PV arrays are used for generation of electrical power. The PV cell converts solar energy into electrical energy. The performance of the PV Module is sometimes affected by temperature, solar insolation, shading & array configuration.In this paper the PV model with boost converter and MPPT has been discussed. MPPT is used to track the maximum power in the I-V and P-V curves at different insolation levels. This leads to the generation of more efficient electrical power which can be supplied to either utilities or for household purposes. By using the MATLAB simulation software the design of an boost converter with proposed MPPT algorithm for photovoltaic (PV) application is simulated for different types of irradiation.
本文研究了一种简单高效的升压变换器光伏系统的设计与仿真。一种可再生能源是太阳能,其中PV阵列用于发电。PV电池将太阳能转化为电能。光伏组件的性能有时会受到温度、日照、遮阳和阵列配置的影响。本文讨论了带有升压变换器和MPPT的PV模型。MPPT用于跟踪不同日照水平下I-V和P-V曲线的最大功率。这导致产生更有效的电力,可以提供给公用事业或家庭用途。利用MATLAB仿真软件,对光伏应用中采用MPPT算法的升压变换器设计进行了不同类型辐照的仿真。
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引用次数: 1
A priority-reservation queueing-based approach for Blockchain-assisted smart-grid system 基于优先级预留排队的区块链辅助智能电网系统
Pub Date : 2023-01-03 DOI: 10.1109/ICPEE54198.2023.10060850
S. R. Mallick, V. Goswami, Rudranarayan Dash, R. K. Lenka, S. Sharma, Rabindra Kumar Barik
Most IoT-enabled smart grids are centralized. Blockchain-based decentralized systems are secure, private, transparent, stable, and auditable. Since Blockchain transactions are immutable, energy trade and tracking are more straightforward. Scalable connection and access control management are implemented in these networks through the queueing concept. By keeping this in mind, the present article proposes a priorityreservation queueing-based analytical model for Blockchain-assisted smart grid systems to facilitate easy accessibility between consumers and distributors. We also present various numerical findings to illustrate the effectiveness of the proposed system.
大多数支持物联网的智能电网都是集中式的。基于区块链的去中心化系统是安全、私有、透明、稳定和可审计的。由于bb10交易是不可变的,能源交易和跟踪更加直接。在这些网络中,通过排队的概念实现了可扩展的连接和访问控制管理。考虑到这一点,本文为区块链辅助智能电网系统提出了一种基于优先级保留排队的分析模型,以促进消费者和分销商之间的易于访问。我们还提出了各种数值结果来说明所提出系统的有效性。
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引用次数: 2
Vanadium Redox Flow Battery System Power Loss Optimization: Genetic Algorithm based Approach 钒氧化还原液流电池系统功率损耗优化:基于遗传算法的方法
Pub Date : 2023-01-03 DOI: 10.1109/ICPEE54198.2023.10059766
Nawin Ra, A. Bhattacharjee
Vanadium Redox Flow Battery (VRFB) storage is getting prominence due to its long life cycle. In addition, the unique feature offered by VRFB storage in scaling the power capacity and energy capacity individually has also assisted the rising large scale implementation of VRFB storage as a replacement to the existing energy storage technologies. The proposed work describes the optimization of overall power loss of the VRFB system using Genetic Algorithm (GA) for the first time. Stack power loss and pump power loss are both taken into account at the same time during the multi-variable optimization. The proposed work has been validated by charge-discharge operation data set of a practical 1kW6h VRFB system using four distinct electrolyte flow rates. From the GA based optimization, it has been found that an optimal flow rate of around 6 L/min results in the lowest overall VRFB system power loss for the stack currents of 40A and 50A. The proposed topology can be highly effective for increasing the overall efficiency of scalable VRFB storage, hence assuring the dependability of VRFB integrated power system applications.
钒氧化还原液流电池(VRFB)因其超长的使用寿命而备受关注。此外,VRFB存储在单独扩展功率容量和能量容量方面所提供的独特功能也有助于VRFB存储作为现有储能技术的替代品的大规模实施。本文首次采用遗传算法对VRFB系统的总功耗进行了优化。在多变量优化过程中,同时考虑了堆功率损耗和泵功率损耗。采用四种不同的电解液流速,对实际1kW6h VRFB系统的充放电操作数据集进行了验证。从基于遗传算法的优化中发现,在40A和50A的堆叠电流下,约6 L/min的最佳流量可使VRFB系统的总体功耗最低。所提出的拓扑结构可以有效地提高可扩展VRFB存储的整体效率,从而保证VRFB集成电力系统应用的可靠性。
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引用次数: 0
Local Energy System: A Comprehensive Review of Modelling, Tools and Pilot Projects 地方能源系统:模型、工具和试点项目的综合回顾
Pub Date : 2023-01-03 DOI: 10.1109/ICPEE54198.2023.10060751
S. Deb, Dacheng Li, Sunanda Sinha, Prashant Malik, Gautam Raina, Jihong Wang
Globally, this century is the time of localized energy system that are smart and considers cogeneration and considering digitalization as well as decarbonization. Local energy Systems (LES) across the world connected at power distribution level aim to generate and use energy locally thereby reducing the pressure on power transmission infrastructures. LES ameliorate fuel poverty, assists community income generation, improve network management, and reduce operating cost. A surge in LES deployment has been intensively examined in recent era. This work intents to deliver a comprehensive and systematic overview of LES with special focus on the modelling of LES, tools for modelling LES, pilot projects on LES. It is expected that this review will endow the research community with the latest findings in the paradigm of LES.
在全球范围内,本世纪是本地化能源系统的时代,这是智能的,考虑热电联产,考虑数字化和脱碳。世界各地的本地能源系统(LES)在配电层面连接起来,目的是在本地生产和使用能源,从而减轻输电基础设施的压力。LES改善了燃料短缺,帮助社区创收,改善了网络管理,降低了运营成本。近年来,人们对LES部署的激增进行了深入研究。这项工作旨在提供一个全面和系统的LES概述,特别关注LES的建模,建模工具,LES的试点项目。期望本文的综述能给研究界带来LES范式的最新发现。
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引用次数: 1
Power Enhancement of Solar PV Array Under PSC by Puzzle Based Arrangement 基于拼图排列的PSC下太阳能光伏阵列功率增强研究
Pub Date : 2023-01-03 DOI: 10.1109/ICPEE54198.2023.10060705
A. K. Parida, A. Mohapatra, Rudra Narayan Das, Chidurala Saiprakash, Sarita Samal, Ranjeeta Patel
The main hindrance in the PV array that reduces its effectiveness is partial shading. During partial shading condition (PSC), PV array obtain non-uniform irradiance, resulting in mismatch loss in series connected PV modules. To compensate for the consequences of partial shading on the PV array, physical relocation techniques are used. This paper, proposed a puzzlebased arrangement (PBA) physical reconfiguration technique. The sole motive of this work is to reduce the effect of partial shading and to enhance the power of the PV array. The outcomes of the proposed PBA physical reconfiguration is analysed and evaluated against the conventional array configurations under different shading patterns. The outcomes of all the configurations are investigated in MATLAB Simulink and analysed on the basis of Fill Factor, Mismatch Loss and Global Maximum power.
光伏阵列降低其效率的主要障碍是部分遮阳。在部分遮阳条件下,光伏阵列获得不均匀的辐照度,导致串联光伏组件失配损失。为了补偿部分遮阳对光伏阵列的影响,使用了物理重新定位技术。提出了一种基于谜题的排列(PBA)物理重构技术。这项工作的唯一动机是减少部分遮阳的影响,提高光伏阵列的功率。针对不同遮光模式下的传统阵列配置,对所提出的PBA物理重构结果进行了分析和评估。在MATLAB Simulink中对所有配置的结果进行了研究,并根据填充因子、失配损耗和全局最大功率进行了分析。
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引用次数: 1
ICPEE 2023 Cover Page ICPEE 2023封面
Pub Date : 2023-01-03 DOI: 10.1109/icpee54198.2023.10059770
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引用次数: 0
Reliable Multilevel Inverter Topology using two DC Sources. 可靠的多电平逆变器拓扑使用两个直流电源。
Pub Date : 2023-01-03 DOI: 10.1109/ICPEE54198.2023.10059912
Shubham T. Kamble, H. B. Gobburi, V. Borghate
The proposed reliable multi-level inverter with the fault tolerant operation. The topology is with an asymmetrical source combination and the source ratio is 3:1. Under normal conditions, the topology develops a nine-level output voltage waveform with eight switches in which seven switches are unidirectional and one switch is bidirectional. The open-circuit fault is the most common fault which occurs due to the fault in the gate drive circuit. The magnitude of output voltage and level fall from nine to the five level when the fault occurs in the unidirectional switches and output voltage falls to three level when the fault is in the bi-directional switch. To maintain rated output voltage, the tap-changing transformer is placed between the inverter output and load. The presented multilevel inverter topology is simulated in MATLAB Simulink.
提出了一种可靠的多级容错逆变器。该拓扑为非对称源组合,源比为3:1。在正常情况下,该拓扑形成具有8个开关的9电平输出电压波形,其中7个开关为单向开关,1个开关为双向开关。开路故障是由栅极驱动电路故障引起的最常见的故障。单向开关故障时输出电压和电平由9级降为5级,双向开关故障时输出电压降为3级。为了保持额定输出电压,分接变压器被置于逆变器输出和负载之间。在MATLAB Simulink中对所提出的多电平逆变器拓扑结构进行了仿真。
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引用次数: 0
期刊
2023 International Conference on Power Electronics and Energy (ICPEE)
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