2023 International Conference on Power Electronics and Energy (ICPEE)最新文献_第3页

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

2023 International Conference on Power Electronics and Energy (ICPEE) 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

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

2023 International Conference on Power Electronics and Energy (ICPEE) Pub Date : 2023-01-03 DOI: 10.1109/ICPEE54198.2023.10059865

A. Chakraborty, S. Chatterjee, R. Mandal

{"title":"Autocorrelation Aided Islanding Detection Using bi-directional Long-short Type Memory Network","authors":"A. Chakraborty, S. Chatterjee, R. Mandal","doi":"10.1109/ICPEE54198.2023.10059865","DOIUrl":"https://doi.org/10.1109/ICPEE54198.2023.10059865","url":null,"abstract":"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.","PeriodicalId":250652,"journal":{"name":"2023 International Conference on Power Electronics and Energy (ICPEE)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134225535","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

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

2023 International Conference on Power Electronics and Energy (ICPEE) Pub Date : 2023-01-03 DOI: 10.1109/ICPEE54198.2023.10060048

S. Shukla, M. Manohar, C. Patel, T. Tailor, Arun Rathore

{"title":"A Combined S-transform and Ensemble of DT based Protection scheme for six-phase transmission line","authors":"S. Shukla, M. Manohar, C. Patel, T. Tailor, Arun Rathore","doi":"10.1109/ICPEE54198.2023.10060048","DOIUrl":"https://doi.org/10.1109/ICPEE54198.2023.10060048","url":null,"abstract":"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.","PeriodicalId":250652,"journal":{"name":"2023 International Conference on Power Electronics and Energy (ICPEE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116784069","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

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

2023 International Conference on Power Electronics and Energy (ICPEE) Pub Date : 2023-01-03 DOI: 10.1109/ICPEE54198.2023.10060750

L. Nanda, S. Mandal, A. Priya, Arjyadhara Pradhan, C. Jena, Babita Panda

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

2023 International Conference on Power Electronics and Energy (ICPEE) 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

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

2023 International Conference on Power Electronics and Energy (ICPEE) Pub Date : 2023-01-03 DOI: 10.1109/ICPEE54198.2023.10059766

Nawin Ra, A. Bhattacharjee

{"title":"Vanadium Redox Flow Battery System Power Loss Optimization: Genetic Algorithm based Approach","authors":"Nawin Ra, A. Bhattacharjee","doi":"10.1109/ICPEE54198.2023.10059766","DOIUrl":"https://doi.org/10.1109/ICPEE54198.2023.10059766","url":null,"abstract":"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.","PeriodicalId":250652,"journal":{"name":"2023 International Conference on Power Electronics and Energy (ICPEE)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127483196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

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

2023 International Conference on Power Electronics and Energy (ICPEE) Pub Date : 2023-01-03 DOI: 10.1109/ICPEE54198.2023.10060751

S. Deb, Dacheng Li, Sunanda Sinha, Prashant Malik, Gautam Raina, Jihong Wang

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

2023 International Conference on Power Electronics and Energy (ICPEE) 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

引用次数: 1

ICPEE 2023 Cover Page ICPEE 2023封面

2023 International Conference on Power Electronics and Energy (ICPEE) Pub Date : 2023-01-03 DOI: 10.1109/icpee54198.2023.10059770

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。

2023 International Conference on Power Electronics and Energy (ICPEE) Pub Date : 2023-01-03 DOI: 10.1109/ICPEE54198.2023.10059912

Shubham T. Kamble, H. B. Gobburi, V. Borghate

引用次数: 0