2015 3rd International Istanbul Smart Grid Congress and Fair (ICSG)最新文献_第2页

Smart energy aggregation network (SEAN): An advanced management system for using distributed energy resources in virtual power plant applications 智能能源聚合网络(SEAN):一种在虚拟电厂应用中使用分布式能源的先进管理系统

2015 3rd International Istanbul Smart Grid Congress and Fair (ICSG) Pub Date : 2015-04-29 DOI: 10.1109/SGCF.2015.7354930

M. A. Zehir, M. Bagriyanik

引用次数: 7

A comperative study on novel machine learning algorithms for estimation of energy performance of residential buildings 住宅建筑能效评估的新型机器学习算法比较研究

2015 3rd International Istanbul Smart Grid Congress and Fair (ICSG) Pub Date : 2015-04-29 DOI: 10.1109/SGCF.2015.7354915

Yusuf Sonmez, U. Guvenc, H. Kahraman, C. Yilmaz

引用次数: 14

Performance evaluations of next generation networks for smart grid applications 面向智能电网应用的下一代网络性能评估

2015 3rd International Istanbul Smart Grid Congress and Fair (ICSG) Pub Date : 2015-04-29 DOI: 10.1109/SGCF.2015.7354926

Gurkan Tuna, Esra Kaya, K. Gulez, G. Kiokes, V. C. Gungor

{"title":"Performance evaluations of next generation networks for smart grid applications","authors":"Gurkan Tuna, Esra Kaya, K. Gulez, G. Kiokes, V. C. Gungor","doi":"10.1109/SGCF.2015.7354926","DOIUrl":"https://doi.org/10.1109/SGCF.2015.7354926","url":null,"abstract":"Smart Grid (SG) can be described as the concept of modernizing the traditional electrical grid. Through the addition of SG technologies traditional electrical grids become more flexible, robust and interactive, and are able to provide real time feedback by employing innovative services and products together with communication, control, intelligent monitoring, and self-healing technologies. For being fully functional, utility operators deploy various SG applications to handle the key requirements including delivery optimization, demand optimization and asset optimization needs. The SG applications can be categorized into two main classes: grid-focused applications and customer-focused applications. Although these applications differ in terms of security, Quality of Service (QoS) and reliability, their common requirement is a communication infrastructure. In this paper, we focus on the use of Next Generation Networks (NGNs) for SG applications. We also present a detailed analysis of a NGN-based communication infrastructure for SG applications in terms of global network statistics and node-level statistics.","PeriodicalId":236483,"journal":{"name":"2015 3rd International Istanbul Smart Grid Congress and Fair (ICSG)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126686002","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

Two stage decision making of technical virtual power plants in electricity market via Nash-SFE equilibrium 基于Nash-SFE均衡的电力市场技术虚拟电厂两阶段决策

2015 3rd International Istanbul Smart Grid Congress and Fair (ICSG) Pub Date : 2015-04-29 DOI: 10.1109/SGCF.2015.7354932

H. Nezamabadi, V. Vahidinasab

{"title":"Two stage decision making of technical virtual power plants in electricity market via Nash-SFE equilibrium","authors":"H. Nezamabadi, V. Vahidinasab","doi":"10.1109/SGCF.2015.7354932","DOIUrl":"https://doi.org/10.1109/SGCF.2015.7354932","url":null,"abstract":"Considering the geographic location and the network constraints, technical virtual power plants (TVPPs) integrate distributed energy resources (DERs), including distributed generations (DGs) and demand response (DR) programs, into the distribution system. Therefore, TVPPs facilitate the active participation of DERs in the electricity markets and the optimal operation of them. In this paper, a two stage model for decision making of TVPP is proposed. In the first stage, TVPP minimize its cost with a non-linear programming (NLP). In this stage, DG and DR constraints (i.e. limitations of DG generation and maximum load curtailment) and distribution system constraints (i.e. AC power flows and voltage limits) are considered. In the second stage, the strategic behavior of each supplier is represented via a Supply Function Equilibrium (SFE) model. Therefore, the bidding strategy of TVPP is represented in an intraday electricity market via Nash-SFE. A uniform pricing mechanism is assumed for the market settlement and calculating the supplier profit from selling energy. A typical distribution test system is considered as a TVPP which is connected to the upstream network at a point of common coupling (PCC). Participation of TVPP is investigated in three different load levels of a day. It is demonstrated that the TVPP can get a greater share in electricity market with demand increasing.","PeriodicalId":236483,"journal":{"name":"2015 3rd International Istanbul Smart Grid Congress and Fair (ICSG)","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127488022","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: 8

An off-grid PV/SC green energy production system 离网光伏/SC绿色能源生产系统

2015 3rd International Istanbul Smart Grid Congress and Fair (ICSG) Pub Date : 2015-04-29 DOI: 10.1109/SGCF.2015.7354920

O. Mengi, I. Altas

引用次数: 3

Economic analyses of PV certification and inspection processes for smart grid integrated PV power plants and benefits of domestic institutions 智能电网集成光伏电站光伏认证和检测流程的经济分析及国内机构效益分析

2015 3rd International Istanbul Smart Grid Congress and Fair (ICSG) Pub Date : 2015-04-29 DOI: 10.1109/SGCF.2015.7354922

Y. Biçer, C. Ozarpa, Y. Boke

引用次数: 0

Smart asset management: Risk based maintenance planning with fuzzy logic 智能资产管理:基于风险的模糊逻辑维护计划

2015 3rd International Istanbul Smart Grid Congress and Fair (ICSG) Pub Date : 2015-04-29 DOI: 10.1109/SGCF.2015.7354929

A. Dunay

引用次数: 1

A note on demand side load management by maximum power limited load shedding algorithm for smart grids 基于最大功率有限减载算法的智能电网需求侧负荷管理研究

2015 3rd International Istanbul Smart Grid Congress and Fair (ICSG) Pub Date : 2015-04-29 DOI: 10.1109/SGCF.2015.7354917

Cemal Keleş, B. Alagoz, A. Kaygusuz

引用次数: 7

Monitoring of critical substation equipment 关键变电站设备的监控

2015 3rd International Istanbul Smart Grid Congress and Fair (ICSG) Pub Date : 2015-04-29 DOI: 10.1109/SGCF.2015.7354923

Yunus Biçen

引用次数: 2

Short term electricity load forecasting: A case study of electric utility market in Turkey 短期电力负荷预测:以土耳其电力市场为例

2015 3rd International Istanbul Smart Grid Congress and Fair (ICSG) Pub Date : 2015-04-29 DOI: 10.1109/SGCF.2015.7354928

Muhammed Yasin Ishik, Tolga Goze, Ihsan Ozcan, V. C. Gungor, Z. Aydın

{"title":"Short term electricity load forecasting: A case study of electric utility market in Turkey","authors":"Muhammed Yasin Ishik, Tolga Goze, Ihsan Ozcan, V. C. Gungor, Z. Aydın","doi":"10.1109/SGCF.2015.7354928","DOIUrl":"https://doi.org/10.1109/SGCF.2015.7354928","url":null,"abstract":"With the recent developments in energy sector, the pricing of electricity is now governed by the spot market where a variety of market mechanisms are effective. After the new legislation of market liberalization in Turkey, competition-based on hourly price has received a growing interest in the energy market, which necessitated generators and electric utility companies to add new dimensions to their scope of operation: short-term load and price forecasting. The field has several opportunities though not free from challenges. The dynamic behavior of the market price has caused the electric load to become variable and non-stationary. Furthermore, the number of nodes, in which the load must be predicted, is not constant anymore and can no longer be estimated by experts alone. In this competitive scenario, statistical forecasting methods that can automatically and accurately process thousands of data samples are essential. The purpose of this study is to demonstrate the importance of short-term load forecasting, how it has received a growing interest in Turkey and to propose an artificial neural network that can forecast the short term electricity load. Through detailed performance evaluations, we demonstrate that our forecasting method is capable of predicting the hourly load accurately.","PeriodicalId":236483,"journal":{"name":"2015 3rd International Istanbul Smart Grid Congress and Fair (ICSG)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131769989","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: 8