2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)最新文献

Automated Application Oriented Testing using Real Power Network Models for Combined Protection and Control Systems 基于实际电网模型的组合保护与控制系统自动化面向应用测试

2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe) Pub Date : 2019-09-01 DOI: 10.1109/ISGTEurope.2019.8905457

D. Hilbrich, S. A. Shah, C. Rehtanz

引用次数: 2

cimpyorm – a queryable python CIM-Cache for smart grid applications 一个可查询的python CIM-Cache，用于智能电网应用

2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe) Pub Date : 2019-09-01 DOI: 10.1109/ISGTEurope.2019.8905684

T. Offergeld, M. Knittel, R. Bertram

引用次数: 1

Smart energy tools for buildings energy management 楼宇能源管理的智能能源工具

2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe) Pub Date : 2019-09-01 DOI: 10.1109/ISGTEurope.2019.8905606

G. Suciu, Teodora Usurelu, Carlos Jiménez

引用次数: 2

A Conceptual Framework for the Integrated Studies of Energy Transformation in Smart Cities 智慧城市能源转型综合研究的概念框架

2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe) Pub Date : 2019-09-01 DOI: 10.1109/ISGTEurope.2019.8905678

Guodong Sun

{"title":"A Conceptual Framework for the Integrated Studies of Energy Transformation in Smart Cities","authors":"Guodong Sun","doi":"10.1109/ISGTEurope.2019.8905678","DOIUrl":"https://doi.org/10.1109/ISGTEurope.2019.8905678","url":null,"abstract":"The benefits of smart city are enormous. But the list of challenges in their planning, development, and operation is long and difficult to overcome. Two important questions to policymakers and stakeholders: (1) What are the new energy problems in smart city? and (2) What are the appropriate interventions (e.g., technologies, policies) to address these problems so that best energy services can be provided? To address these questions, information from many relevant disciplines—science, engineering, policy analysis, and management—needs to be gleaned, analyzed and synthesized to generate scientifically-sound and policy-relevant knowledge. Guided by insights from literature on integrated assessment, a holistic approach for technology-and-policy analysis, this paper presents a structural framework for integrated studies of energy transformation for better sustainability and resilience in the context of smart cities. This paper first identifies a list of guiding questions. It is followed by defining the city boundary, and reducing urban energy system into six basic elements: energy resources, hardware, processes (organized signal process, and energy process), people (individuals, and organizations), institutions, and activities. Three major challenges in developing an operational model based on this framework—model integration and complexity, data availability and uncertainty, and decision salience and policy relevance—are also discussed.","PeriodicalId":305933,"journal":{"name":"2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127519948","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

Analysis of demand response for datacenter energy management using GA and time-of-use prices 使用遗传算法和使用时间价格分析数据中心能源管理的需求响应

2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe) Pub Date : 2019-09-01 DOI: 10.1109/ISGTEurope.2019.8905618

B. Celik, G. Rostirolla, S. Caux, Paul Renaud-Goud, P. Stolf

{"title":"Analysis of demand response for datacenter energy management using GA and time-of-use prices","authors":"B. Celik, G. Rostirolla, S. Caux, Paul Renaud-Goud, P. Stolf","doi":"10.1109/ISGTEurope.2019.8905618","DOIUrl":"https://doi.org/10.1109/ISGTEurope.2019.8905618","url":null,"abstract":"This paper presents an energy management algorithm for a grid-connected datacenter to provide cost-efficient consumption opportunity in a Demand-Response (DR) program. The aim of this study is to schedule controllable loads of the datacenter based on on-peak and off-peak periods of different time-varying electricity prices. The electricity consumption of the datacenter is modeled with two types of workload: batch and service jobs. Service jobs are executed as soon as submitted (as non-controllable) while batch jobs can be executed over the time horizon (as controllable). Moreover, the power demand of the batch jobs can be modified by providing less/more processing resources during their execution (degradation mode). Therefore, the batch jobs give flexibility in order to provide participation opportunity to DR program for the datacenter. In this study, we determine the profitability of different time-of-use electricity prices on datacenter by solving cost-minimization problem using genetic algorithm. Simulation results show that the presented decision algorithm is able to reduce the electricity cost by participating in DR without decreasing the quality of services.","PeriodicalId":305933,"journal":{"name":"2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126604926","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

An OPC UA-based Energy Management Platform for Multi-Energy Prosumers in Districts 基于OPC ua的区域多能源用户能源管理平台

2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe) Pub Date : 2019-09-01 DOI: 10.1109/ISGTEurope.2019.8905725

Denis Bytschkow, A. Capone, J. Mayer, Michael Kramer, T. Licklederer

{"title":"An OPC UA-based Energy Management Platform for Multi-Energy Prosumers in Districts","authors":"Denis Bytschkow, A. Capone, J. Mayer, Michael Kramer, T. Licklederer","doi":"10.1109/ISGTEurope.2019.8905725","DOIUrl":"https://doi.org/10.1109/ISGTEurope.2019.8905725","url":null,"abstract":"Control and optimization in smart energy systems rely heavily on mathematical models of power system engineers. Simultaneously, software engineers that create control and monitoring systems are faced with questions for designing appropriate system interfaces, such that different kinds of interaction schemes are supported. Often, the data specifications required by the interfaces are implicitly available within the mathematical models. Moreover, control and optimization schemes sometimes require data to be transferred to be able to operate. Despite these synergies, these tasks are generally treated separately. In this work, we aim to reduce the gap between those activities to facilitate the development of interactive and collaborative systems. We model a system consisting of multiple buildings and multiple energy networks to optimize their operation. We work with the model in a follow up step to create an industrially applicable interface that relies on the OPC UA communication protocol, which is widely used in industry and is easily integrated in modern SCADA systems. We finally demonstrate the application of the proposed approach using a co-simulation.","PeriodicalId":305933,"journal":{"name":"2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122168014","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

Evaluation and Comparison of Battery Cell Balancing Methods 电池单体平衡方法的评价与比较

2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe) Pub Date : 2019-09-01 DOI: 10.1109/ISGTEurope.2019.8905588

Bortecene Yildirim, M. Elgendy, Andrew Smith, V. Pickert

引用次数: 11

Sharing of Energy Among Cooperative Households Using Distributed Multi-Agent Reinforcement Learning 基于分布式多智能体强化学习的合作家庭能源共享

2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe) Pub Date : 2019-09-01 DOI: 10.1109/ISGTEurope.2019.8905520

Niklas Ebell, Moritz Gütlein, M. Pruckner

{"title":"Sharing of Energy Among Cooperative Households Using Distributed Multi-Agent Reinforcement Learning","authors":"Niklas Ebell, Moritz Gütlein, M. Pruckner","doi":"10.1109/ISGTEurope.2019.8905520","DOIUrl":"https://doi.org/10.1109/ISGTEurope.2019.8905520","url":null,"abstract":"Due to the increase of the complexity and uncertainty in the future sustainable energy system new control algorithms for decentralized acting energy entities are needed. We present an approach of distributed Reinforcement Learning in a multi-agent setup to find a control strategy of two cooperative agents within an energy cell. In order to practice energy sharing to decrease the energy cell's overall interdependence on the electrical grid, we train two independently learning agents, an energy storage and an electric power generator using Q-learning. We compare the learned strategy of the agents under partial and full observability of the environment and evaluate the interdependence of the energy cell on the electrical grid. Our results show that distributed Q-learning with independently learning agents works in the setup of an energy cell without the necessity of information exchange between agents. The algorithm under partial observability of the environment reaches comparable performance to that of full observability with fewer need of communication but at the cost of five times longer training time.","PeriodicalId":305933,"journal":{"name":"2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128529328","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: 7

Economical Analysis of Distributed Joint Energy and Reserve Markets 分布式联合能源储备市场的经济分析

2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe) Pub Date : 2019-09-01 DOI: 10.1109/ISGTEurope.2019.8905566

Zhenwei Guo, Qinmin Yang, Shibo Chen, Zaiyue Yang

引用次数: 0

A Non-Linear Load Sharing Method by Harmonics Spectrum Allocation to the Inverters 基于谐波频谱分配的逆变器非线性负荷分担方法

2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe) Pub Date : 2019-09-01 DOI: 10.1109/ISGTEurope.2019.8905445

M. Yazdi, F. Yazdi

引用次数: 0