2020 International Conference on Smart Energy Systems and Technologies (SEST)最新文献_第4页

Power to Heat as Flexibility Option in Low Voltage Grids from Urban Districts 以电换热作为城市低压电网的灵活性选择

2020 International Conference on Smart Energy Systems and Technologies (SEST) Pub Date : 2020-09-01 DOI: 10.1109/SEST48500.2020.9203183

Alexander Hobert, Heiko Schroeder, Björn Uhlemeyer, M. Zdrallek, D. Aschenbrenner, Pascal Biesnebach, Lena Seeger

引用次数: 1

Wasserstein-Distance-Based Temporal Clustering for Capacity-Expansion Planning in Power Systems 基于wasserstein距离的电力系统容量扩展时间聚类

2020 International Conference on Smart Energy Systems and Technologies (SEST) Pub Date : 2020-09-01 DOI: 10.1109/SEST48500.2020.9203449

L. Condeixa, Fabricio Oliveira, A. Siddiqui

引用次数: 2

Impact of seasonal weather on forecasting of power quality disturbances in distribution grids 季节性天气对配电网电能质量扰动预报的影响

2020 International Conference on Smart Energy Systems and Technologies (SEST) Pub Date : 2020-09-01 DOI: 10.1109/SEST48500.2020.9203492

K. Michałowska, Volker Hoffmann, C. Andresen

{"title":"Impact of seasonal weather on forecasting of power quality disturbances in distribution grids","authors":"K. Michałowska, Volker Hoffmann, C. Andresen","doi":"10.1109/SEST48500.2020.9203492","DOIUrl":"https://doi.org/10.1109/SEST48500.2020.9203492","url":null,"abstract":"Power supply disruptions, including short-time disturbances, can lead to large direct and indirect financial losses. The ability to predict the risk of these disturbances allows for preventive actions and increases the reliability of the supply. This paper investigates the impact of using seasonal data of combined common weather conditions on the power quality prediction in distribution grids. Our main contribution consists of weather-based predictive models for three types of events that frequently occur in these grids, as well as an analysis of the influence of two training approaches: with either seasonal or all-year data, on their performance. All developed models score higher than arbitrary guessing; in several instances the improvement is considerable. It is demonstrated that in some cases the models improve when the training data is limited to a subset corresponding to a particular meteorological season. Examining variable importance values and distributions of the models’ data, it is shown that this situation takes place particularly when weather conditions correlated with the occurrence of power grid events vary across seasons.","PeriodicalId":302157,"journal":{"name":"2020 International Conference on Smart Energy Systems and Technologies (SEST)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117324441","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: 5

Selecting the Optimal Signals in Phasor Measurement Unit-based Power System Stabilizer Design 基于相量测量单元的电力系统稳定器设计中最优信号的选择

2020 International Conference on Smart Energy Systems and Technologies (SEST) Pub Date : 2020-09-01 DOI: 10.1109/SEST48500.2020.9203546

M. Rezaei, M. Dehghani, N. Vafamand, Bita Shayanfard, M. Javadi, J. Catalão

{"title":"Selecting the Optimal Signals in Phasor Measurement Unit-based Power System Stabilizer Design","authors":"M. Rezaei, M. Dehghani, N. Vafamand, Bita Shayanfard, M. Javadi, J. Catalão","doi":"10.1109/SEST48500.2020.9203546","DOIUrl":"https://doi.org/10.1109/SEST48500.2020.9203546","url":null,"abstract":"Phasor Measurement Unit (PMU) provides beneficial information for dynamic power system stability, analysis and control. One main application of such useful information is data-driven control. This paper is devoted to presenting an approach for optimal signal selection in PMU-based power system stabilizer (PSS) design. In this paper, for selecting the optimal input and output signals for PSS, an algorithm is suggested in which the combination of clustering the generators and the buses of the system with ICA, modal analysis and PCA techniques is used. The solution for optimal PSS input-output selection is found to increase the observability and damping of the power system. This method is simulated on a 68 buses system with 16 machines. To compare the results with the previous methods, the system is simulated and the results of two previously-developed algorithms are compared with the proposed approach. The results show the benefit of the suggested method in reducing the required signals, which lowers the number of required PMUs while the system damping is not deteriorated.","PeriodicalId":302157,"journal":{"name":"2020 International Conference on Smart Energy Systems and Technologies (SEST)","volume":"358 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115470442","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

Semantic Interoperability for DR Schemes Employing the SGAM Framework 采用sgram框架的DR方案的语义互操作性

2020 International Conference on Smart Energy Systems and Technologies (SEST) Pub Date : 2020-09-01 DOI: 10.1109/SEST48500.2020.9203338

Andrea Cimmino, N. Andreadou, Alba Fernández-Izquierdo, Christos Patsonakis, A. Tsolakis, Alexandre Lucas, D. Ioannidis, E. Kotsakis, D. Tzovaras, R. García-Castro

{"title":"Semantic Interoperability for DR Schemes Employing the SGAM Framework","authors":"Andrea Cimmino, N. Andreadou, Alba Fernández-Izquierdo, Christos Patsonakis, A. Tsolakis, Alexandre Lucas, D. Ioannidis, E. Kotsakis, D. Tzovaras, R. García-Castro","doi":"10.1109/SEST48500.2020.9203338","DOIUrl":"https://doi.org/10.1109/SEST48500.2020.9203338","url":null,"abstract":"Demand Response (DR) systems are gaining momentum in the EU energy markets albeit based on fragmented standards that, as a result, hinder interoperability. These discrepancies necessitate the introduction of a semantically enriched umbrella framework that will allow DR systems to exchange and consume data transparently, an issue that is currently unaddressed. Furthermore, to support semantically interoperable DR architectures, a multi-layer compliance testing framework is required that will examine and quantify the technical, syntactic and semantic properties of individual DR systems. In this work, the aforementioned gaps in the literature are addressed by, first, introducing an OpenADR-based semantic enrichment component. According to the guidelines of the Smart Grid Architecture Model (SGAM) framework, a concrete evaluation procedure of this component is presented, which allows for a step-by-step syntactic and semantic testing. Following the identification of the instruments composing the testbed and the equipment/links under test at SGAM’s communication and information layers, the Basic Application Interoperability Profiles (BAIOPs) are defined and their involved steps are described. Experiments demonstrate the validity of the presented methodology, while also evaluating the introduced component.","PeriodicalId":302157,"journal":{"name":"2020 International Conference on Smart Energy Systems and Technologies (SEST)","volume":"108 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115672404","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: 5

Information-Gap Decision Theory for Robust Operation of Integrated Electricity and Natural Gas Transmission Networks 电力天然气综合输电网稳健运行的信息缺口决策理论

2020 International Conference on Smart Energy Systems and Technologies (SEST) Pub Date : 2020-09-01 DOI: 10.1109/SEST48500.2020.9203435

A. Rostami, H. Ameli, M. Ameli, G. Strbac

{"title":"Information-Gap Decision Theory for Robust Operation of Integrated Electricity and Natural Gas Transmission Networks","authors":"A. Rostami, H. Ameli, M. Ameli, G. Strbac","doi":"10.1109/SEST48500.2020.9203435","DOIUrl":"https://doi.org/10.1109/SEST48500.2020.9203435","url":null,"abstract":"Natural gas consumption and the share of renewable energy in meeting global energy demand has grown dramatically in the recent years. On the other hand, the rapid growth of gas-fired generating units (GFU) (i.e., producing lower carbon dioxide emissions compared to coal-fired generating units), could play a key role in more integration of renewable energy sources (RESs) into the system due to their high flexibility. Therefore, the interaction between the electricity and natural gas networks (ENGN) becomes more challenging. This paper proposes a robust multi objective integrated mixed integer nonlinear optimization model, utilizing information-gap decision theory (IGDT), for secure and optimal operation of ENGN considering security constraints as well as gas and electricity load demand uncertainties. This bi-objective optimization problem is modified using normalization in the weighted sum method in order to ensuring the consistency of the optimal solutions. The proposed framework is validated on the modified IEEE 24-bus power system with a 15-node natural gas system.","PeriodicalId":302157,"journal":{"name":"2020 International Conference on Smart Energy Systems and Technologies (SEST)","volume":"93 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127135318","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

Li-ion-based Battery Pack Designing and Sizing for Electric Vehicles under Different Road Conditions 不同路况下电动汽车锂基电池组设计与尺寸研究

2020 International Conference on Smart Energy Systems and Technologies (SEST) Pub Date : 2020-09-01 DOI: 10.1109/SEST48500.2020.9203196

Alper Nabi Akpolat, Yongheng Yang, F. Blaabjerg, Erkan Dursun, Ahmet Emin Kuzucuoğlu

{"title":"Li-ion-based Battery Pack Designing and Sizing for Electric Vehicles under Different Road Conditions","authors":"Alper Nabi Akpolat, Yongheng Yang, F. Blaabjerg, Erkan Dursun, Ahmet Emin Kuzucuoğlu","doi":"10.1109/SEST48500.2020.9203196","DOIUrl":"https://doi.org/10.1109/SEST48500.2020.9203196","url":null,"abstract":"For the past decades, the world has been suffering from global warming. Although technology develops rapidly with burning fossil fuels to generate energy, resources fade conversely and greenhouse gases are released into the atmosphere. Thus, the concept of renewable energy has gained much importance. In response to the energy transition, the auto industry has gone towards electric vehicles (EVs). The utilization of EVs is inevitable due to their quietness, environmental friendliness, and high efficiency. As the main power source of EVs, battery storage systems (BSSs) are crucial. Within this scope, Li-ion batteries are broadly preferred in the EV industry. The aim of this paper is to determine the battery sizing for EVs under safety battery operation with the dependence of a driving cycle. The BSS model of EVs is designed and developed in MATLAB/Simulink platform. The model gives an optimal battery size connected in parallel and/or series according to the system topology and the EV range. Various road conditions, e.g., flat, downhill, and uphill are presented to compare and analyze the behavior of EVs with designed battery pack.","PeriodicalId":302157,"journal":{"name":"2020 International Conference on Smart Energy Systems and Technologies (SEST)","volume":"442 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125765335","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: 6

A Hybrid Approach to Load Forecast at a Micro Grid level through Machine Learning algorithms 基于机器学习算法的微电网负荷预测混合方法

2020 International Conference on Smart Energy Systems and Technologies (SEST) Pub Date : 2020-09-01 DOI: 10.1109/SEST48500.2020.9203308

T. Guimarães, Luís Miguel Costa, H. Leite, Luís Filipe Azevedo

引用次数: 1

Optimal Robust Energy Management of Microgrid with Fuel Cells, Hydrogen Energy Storage Units and Responsive Loads 燃料电池、氢储能和响应负荷微电网的最优鲁棒能量管理

2020 International Conference on Smart Energy Systems and Technologies (SEST) Pub Date : 2020-09-01 DOI: 10.1109/SEST48500.2020.9203215

Alireza Akbari-Dibavar, M. Daneshvar, B. Mohammadi-ivatloo, K. Zare, A. Anvari‐Moghaddam

{"title":"Optimal Robust Energy Management of Microgrid with Fuel Cells, Hydrogen Energy Storage Units and Responsive Loads","authors":"Alireza Akbari-Dibavar, M. Daneshvar, B. Mohammadi-ivatloo, K. Zare, A. Anvari‐Moghaddam","doi":"10.1109/SEST48500.2020.9203215","DOIUrl":"https://doi.org/10.1109/SEST48500.2020.9203215","url":null,"abstract":"To provide net-zero emission conditions for the power grid, this paper aims to provide a coordinated operation for the integrated fuel cell and hydrogen storage systems. Given the sustainability feature of the micro power grid system (MPGS) in engaging different types of distributed energy resources, wind turbines and PV panels are used for clean energy production in the MPGS. Moreover, the battery energy storage system is intended for the appropriate usage of renewable energy resources (RERs) outputs. In order to model the stochastic behaviors of the uncertain parameters, the robust optimization approach is applied in the deregulated environment. Indeed, this method is used to consider the worst state of the uncertain parameters’ occurrence with the aim of providing robust conditions in the system. Also, the time-based demand response program is developed for improving the flexibility of the MPGS with a high contribution of the RERs. In this study, the modified IEEE 21-bus test system is selected for validating the studied system. The simulation results prove the effectiveness of the proposed model in optimal energy management of the power grid.","PeriodicalId":302157,"journal":{"name":"2020 International Conference on Smart Energy Systems and Technologies (SEST)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130558954","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: 4

Empirical Evaluation of V2G Round-trip Efficiency V2G往返效率的实证评价

2020 International Conference on Smart Energy Systems and Technologies (SEST) Pub Date : 2020-09-01 DOI: 10.1109/SEST48500.2020.9203459

W. Schram, N. Brinkel, Gilbert Smink, T. van Wijk, W. V. van Sark

{"title":"Empirical Evaluation of V2G Round-trip Efficiency","authors":"W. Schram, N. Brinkel, Gilbert Smink, T. van Wijk, W. V. van Sark","doi":"10.1109/SEST48500.2020.9203459","DOIUrl":"https://doi.org/10.1109/SEST48500.2020.9203459","url":null,"abstract":"The business case of vehicle-to-grid (V2G) technology and its potential to provide grid services is heavily dependent on the round-trip efficiency of this technology. Surprisingly, very little empirical research is conducted to determine the V2G round-trip efficiency of electric vehicles currently available in the market, resulting in a wide range of efficiency values used in V2G modelling studies. This study aims to create more insight in the current V2G round-trip efficiency to stimulate that more uniform and realistic efficiency values are used in other studies. A field experiment is executed to measure the round-trip energy efficiency of V2G for different dates, current rates and average state of charge. It was found that the average round-trip efficiency (i.e., combined inverter and battery efficiency) when charging between a state of charge 25% and 75% with 3x16 Ampere was 87.0%(±1%). However, various external factors could influence the measured efficiencies, which had a total range from 79.1% to 87.8%. Charging at lower ambient temperatures and lower current rates had a statistically significant adverse effect on the round-trip efficiency. Efficiency at high and low state of charge was found to be marginally lower than around medium state of charges. Two different electric vehicle + charging station models were tested, one with on-board AC/DC converter, which is a novel V2G setup, and one with external AC/DC converter, rendering no statistically different efficiency values.","PeriodicalId":302157,"journal":{"name":"2020 International Conference on Smart Energy Systems and Technologies (SEST)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130726929","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: 15