2011 16th International Conference on Intelligent System Applications to Power Systems最新文献_第4页

Optimal placement of phasor measurement units: A literature review 相量测量单元的最佳位置:文献回顾

2011 16th International Conference on Intelligent System Applications to Power Systems Pub Date : 2011-11-18 DOI: 10.1109/ISAP.2011.6082183

N. Manousakis, G. Korres, P. Georgilakis

引用次数: 67

Model analysis and intelligent-ANFIS control design for PWM-regulated ac/dc converters pwm调节交流/直流变换器的模型分析及智能anfis控制设计

2011 16th International Conference on Intelligent System Applications to Power Systems Pub Date : 2011-11-18 DOI: 10.1109/ISAP.2011.6082255

M. K. Bourdoulis, John G. Spanomichos, A. Alexandridis

引用次数: 7

Autonomous neural models applied to medium-term water inflow forecasting 自主神经模型在中期水流预测中的应用

2011 16th International Conference on Intelligent System Applications to Power Systems Pub Date : 2011-11-18 DOI: 10.1109/ISAP.2011.6082236

V. H. Ferreira, C.M. Leocadio

{"title":"Autonomous neural models applied to medium-term water inflow forecasting","authors":"V. H. Ferreira, C.M. Leocadio","doi":"10.1109/ISAP.2011.6082236","DOIUrl":"https://doi.org/10.1109/ISAP.2011.6082236","url":null,"abstract":"In the Brazilian National Interconnected System (NIS), the hydro plants make up the most of the generating park, being of great importance to study the behavior of future inflows to the energy operation planning. Due to the cyclic characteristic of wet and dry periods in Brazil, the behavior of the water inflow time-series is non-stationary, thereby hampering the direct use of classical models of time series analysis. The large number of water inflow time-series to be analyzed jeopardizes the individual treatment of each series by a specialist. The use of artificial neural networks (ANN) allows direct modeling aspects of seasonal and non-linear series of water inflows, but requires specialist intervention to specify the modes, i.e., input selection, structure definition and complexity control. This paper presents autonomous neural models for forecasting monthly water inflows. Chaos Theory is used for initial input space representation, with automatic clustering techniques been applied for autonomous identification of regions of the reconstructed attractor to be modeled. For the modeling task, Bayesian Inference applied to multilayer perceptrons (BIAMLPs) training and specification is used. The models are compared against another ANN proposals and classical models.","PeriodicalId":424662,"journal":{"name":"2011 16th International Conference on Intelligent System Applications to Power Systems","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125814362","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

Recording and managing field leakage current waveforms in crete 记录和管理现场漏电流波形

2011 16th International Conference on Intelligent System Applications to Power Systems Pub Date : 2011-11-18 DOI: 10.1109/ISAP.2011.6082221

D. Pylarinos, K. Siderakis, E. Thalassinakis, I. Vitellas, E. Pyrgioti

引用次数: 11

Detecting cyber intrusions in SCADA networks using multi-agent collaboration 基于多智能体协作的SCADA网络入侵检测

2011 16th International Conference on Intelligent System Applications to Power Systems Pub Date : 2011-11-18 DOI: 10.1109/ISAP.2011.6082170

Ahmed F. Shosha, P. Gladyshev, Shinn-Shyan Wu, Chen-Ching Liu

{"title":"Detecting cyber intrusions in SCADA networks using multi-agent collaboration","authors":"Ahmed F. Shosha, P. Gladyshev, Shinn-Shyan Wu, Chen-Ching Liu","doi":"10.1109/ISAP.2011.6082170","DOIUrl":"https://doi.org/10.1109/ISAP.2011.6082170","url":null,"abstract":"Current SCADA (Supervisory Control and Data Acquisition) system architecture increases the interconnectivity to/from other distributed networks and services. In addition, within the SCADA networks there are different types of sub-networks and protocols that are used to monitor and control industrial operations. This complex expansion increases the productivity of SCADA networks; however, it also increases security risks and threats. The state-of-the-art Intrusion Detection Systems (IDSs) are not capable enough of detecting anomalies and intrusions that may be aimed to disrupt the SCADA operations. This paper proposes a Distributed Intrusion Detection System (DIDS) based on a community collaboration between multiple agents of anomaly detectors to identify anomaly behaviors in SCADA networks. The proposed architecture for DIDS incorporates the SCADA network topology and connectivity constraints. In this paper, detailed architecture, components, and functions of DIDS are described and attack scenarios are developed to validate the effectiveness of the proposed methodology","PeriodicalId":424662,"journal":{"name":"2011 16th International Conference on Intelligent System Applications to Power Systems","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129227414","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: 22

SPS generator tripping planning using immune algorithm 基于免疫算法的SPS发电机脱扣规划

2011 16th International Conference on Intelligent System Applications to Power Systems Pub Date : 2011-11-18 DOI: 10.1109/ISAP.2011.6082179

Chao-Rong Chen, Wenta Tsai, Ching-Yin Lee, Zhenrong Lin

引用次数: 3

Genetic algorithms for the capacitor placement problem in distribution networks 配电网电容器布置问题的遗传算法

2011 16th International Conference on Intelligent System Applications to Power Systems Pub Date : 2011-11-18 DOI: 10.1109/ISAP.2011.6082187

L. Vargas, G. Jiménez‐Estévez

引用次数: 6

Fault tolerant control for gas turbines 燃气轮机容错控制

2011 16th International Conference on Intelligent System Applications to Power Systems Pub Date : 2011-11-18 DOI: 10.1109/ISAP.2011.6082247

M. Sánchez-Parra, D. A. Suarez, C. Verde

引用次数: 4

Distribution system to fault classification using negative sequence and intelligent system 配电系统故障分类采用负序和智能系统

2011 16th International Conference on Intelligent System Applications to Power Systems Pub Date : 2011-11-18 DOI: 10.1109/ISAP.2011.6082174

A. R. Oliveira, P. Garcia, L. Oliveira, J. Pereira, H. A. Silva

引用次数: 8

Demand response programs definition supported by clustering and classification techniques 由聚类和分类技术支持的需求响应程序定义

2011 16th International Conference on Intelligent System Applications to Power Systems Pub Date : 2011-11-18 DOI: 10.1109/ISAP.2011.6082185

S. Ramos, H. Morais, Z. Vale, P. Faria, J. Soares

引用次数: 12