2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS)最新文献_第3页

Artificial Intelligence and Smart Grids: the Cable Joint Test Case 人工智能与智能电网:电缆联合测试案例

2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS) Pub Date : 2022-09-28 DOI: 10.1109/AMPS55790.2022.9978846

V. Negri, A. Mingotti, L. Peretto, R. Tinarelli

{"title":"Artificial Intelligence and Smart Grids: the Cable Joint Test Case","authors":"V. Negri, A. Mingotti, L. Peretto, R. Tinarelli","doi":"10.1109/AMPS55790.2022.9978846","DOIUrl":"https://doi.org/10.1109/AMPS55790.2022.9978846","url":null,"abstract":"The technological advance of the XXI century provides several benefits to the electrical grid. Such benefits are not limited to new electrical assets, also technologies developed for other fields may become key tools. A clear example is artificial intelligence (AI), which is fundamental to the processing of the data being generated nowadays. Therefore, a potential application of AI in the electrical grid is the predictive maintenance of medium voltage cable joints. These accessories are one of the main causes of fault in the distribution network, resulting in significant economic losses and energy not supplied to the customers. In this paper, a realistic scenario is designed to produce data for a typical machine learning (ML) algorithm. In detail, the main fault modes of cable joints and the associated parameters are defined. Afterwards, the ML algorithm is tested and validated considering its realistic implementation by a distribution system operator. From the results, it is possible to appreciate (i) the applicability and the effectiveness of the algorithm for the predictive maintenance of cable joints; (ii) the discussion on the pros and cons of the use of ML algorithms; (iii) some hints to better exploit the algorithm in practical applications.","PeriodicalId":253296,"journal":{"name":"2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126741543","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: 2

AMPS 2022 Cover Page AMPS 2022封面

2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS) Pub Date : 2022-09-28 DOI: 10.1109/amps55790.2022.9978893

引用次数: 0

Time domain symmetry parameters analysis for series arc fault detection 串联电弧故障检测的时域对称参数分析

2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS) Pub Date : 2022-09-28 DOI: 10.1109/AMPS55790.2022.9978832

G. Artale, A. Cataliotti, V. Cosentino, D. D. Cara, A. D. Stefano, N. Panzavecchia, G. Tinè, Aurelio Zinno

引用次数: 1

Evaluation of composite voltage test parameters in the case of the combination power frequency and switching impulse 工频与开关脉冲组合情况下的复合电压试验参数评定

2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS) Pub Date : 2022-09-28 DOI: 10.1109/AMPS55790.2022.9978875

T. Schlüterbusch, J. Meisner, F. Gerdinand, S. Passon

{"title":"Evaluation of composite voltage test parameters in the case of the combination power frequency and switching impulse","authors":"T. Schlüterbusch, J. Meisner, F. Gerdinand, S. Passon","doi":"10.1109/AMPS55790.2022.9978875","DOIUrl":"https://doi.org/10.1109/AMPS55790.2022.9978875","url":null,"abstract":"The integration of renewable energy sources into the power grid and the extension of power transfer capabilities is one important step towards a reduction in CO2 emissions, a sustainable infrastructure and environment friendly power generation. In the electric grid this is causing a shift from the centralized generation of energy by big rotating AC generators towards more complicated, distributed, often semiconductor-based grid components using DC power in the process of power generation and often higher system voltages. The latter is underlined by the trend of ultra high voltage (UHV) power transmission. This leads to the need of more adequate, adapted test principles for the examination of the capabilities of grid components. In this context the work on the next revision of the standard IEC 60060 series considers the implementation of combined and composite voltages for impulse voltage tests. Until now there is no uniform procedure for the evaluation of the parameters of these novel test voltages. In particular for the case of more complex composite wave shapes. The Example this paper features is an impulse superimposed to a 50 Hz AC signal which record does cover only a small number of whole periods. In this paper we would like to investigate approaches in how to obtain concise and comparable results when working with combined and composite test voltages. These voltages consist out of lightning impulses (LI) or switching impulses (SI) superimposed to a conventional power supply voltage that is either an AC or a DC Voltage. Subject to this investigation is also the use of nonlinear regression in the process of the evaluation.","PeriodicalId":253296,"journal":{"name":"2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115711241","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

Investigating and Modeling the Harmonic Measurement Accuracy of Current Transformers 电流互感器谐波测量精度的研究与建模

2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS) Pub Date : 2022-09-28 DOI: 10.1109/AMPS55790.2022.9978787

M. Faifer, C. Laurano, R. Ottoboni, S. Toscani

引用次数: 1

Development of a Transfer Standard for DC Power Quality Reference Systems 直流电能质量参考系统转换标准的制定

2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS) Pub Date : 2022-09-28 DOI: 10.1109/AMPS55790.2022.9978849

G. Frigo, M. Agustoni

引用次数: 2

Bad Data Detection and Handling in ICT Platforms for Energy Systems 能源系统信息通信技术平台中的不良数据检测与处理

2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS) Pub Date : 2022-09-28 DOI: 10.1109/AMPS55790.2022.9978880

Daniele Carta, Marcel Zimmer, T. Pesch, A. Benigni

引用次数: 0

Comparison of laboratory and grid measurements of 9 kHz to 150 kHz appliance emissions 9千赫至150千赫电器发射的实验室测量和栅格测量的比较

2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS) Pub Date : 2022-09-28 DOI: 10.1109/AMPS55790.2022.9978783

S. Lodetti, P. Davis, D. Ritzmann, P. Wright, V. Khokhlov, Jan Meyer, D. Istrate, K. Kasri, H. V. D. Brom, G. Ye, R. Leeuwen, A. Gallarreta, D. D. L. Vega

{"title":"Comparison of laboratory and grid measurements of 9 kHz to 150 kHz appliance emissions","authors":"S. Lodetti, P. Davis, D. Ritzmann, P. Wright, V. Khokhlov, Jan Meyer, D. Istrate, K. Kasri, H. V. D. Brom, G. Ye, R. Leeuwen, A. Gallarreta, D. D. L. Vega","doi":"10.1109/AMPS55790.2022.9978783","DOIUrl":"https://doi.org/10.1109/AMPS55790.2022.9978783","url":null,"abstract":"The frequency range from 9 kHz to 150 kHz is still lacking a complete normative measurement framework. At the moment, it is not fully clear how well measurements of equipment emissions performed in laboratory environment compare with emissions measured in real low voltage networks, mainly due to different impedance conditions. This paper addresses this issue by presenting a comparison of emissions from a selected set of appliances measured in the laboratory with on-site low voltage network measurements of the same appliances. Several laboratories participated in this comparison, and different low voltage network locations have been taken into consideration. The comparison demonstrates overall agreement between the results obtained in different locations and conditions, especially where high-amplitude narrowband emissions are concerned. However, some differences have also been identified in the analysis between laboratory and grid measurements as well as between different laboratories. This might be due to the use of different (compliant) instruments with different characteristics or due to the use of artificial mains networks, which might not be fully representative of grid impedance.","PeriodicalId":253296,"journal":{"name":"2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121060480","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: 1

DC active electrical energy meters: Accuracy tests 直流有源电能表。精度试验

2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS) Pub Date : 2022-09-28 DOI: 10.1109/AMPS55790.2022.9978857

C. Mester

引用次数: 0

Gaussian Filters for P Class PMUs: a Performance Comparison of Alternative FIR Design Procedures P类pmu的高斯滤波器:不同FIR设计程序的性能比较

2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS) Pub Date : 2022-09-28 DOI: 10.1109/AMPS55790.2022.9978841

Xuansheng Shan, D. Macii, H. Wen, D. Petri

{"title":"Gaussian Filters for P Class PMUs: a Performance Comparison of Alternative FIR Design Procedures","authors":"Xuansheng Shan, D. Macii, H. Wen, D. Petri","doi":"10.1109/AMPS55790.2022.9978841","DOIUrl":"https://doi.org/10.1109/AMPS55790.2022.9978841","url":null,"abstract":"Protection-oriented (P Class) Phasor Measurement Units (PMUs) are required to estimate the synchrophasor, the frequency and the Rate of Change of Frequency (ROCOF) of ac voltage or current waveforms with high accuracy and low latency to detect possible anomalous events in power systems promptly and effectively. The classic architecture of many commercial PMUs relies on the direct frequency Down-Conversion and Filtering (DCF) of the collected input waveform. However, the adopted low-pass filters are generally optimized for harmonic disturbance rejection, while no much attention is usually devoted to overshoot minimization, which is instead of crucial importance when sudden phase or amplitude steps occur. Recalling that in principle the Gaussian filters exhibit zero-overshoot in the case of step changes, in this paper two alternative Finite Impulse Response (FIR) approximations of the Gaussian filter (one based on the windowing method and the other on the cascaded boxcar filters, respectively) are proposed and compared. Several simulation results (obtained in the P Class testing conditions of the IEEE/IEC Standard 60255-118-1:2018) confirm that both filters provide better results than those obtained with the classic triangular impulse response filter suggested in the Annex D of the Standard. Also, the results in the case of step changes exhibit almost zero overshoot and the same response times. However, due to the different frequency response in the stopband, the Gaussian filter approximation based on the cascade of boxcar filters provide slightly more accurate results than in the case when the windowing method is used, even though the latter provides a better approximation of the Gaussian impulse response.","PeriodicalId":253296,"journal":{"name":"2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129497554","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