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Generation of Two Turbine Hill Chart Using Artificial Neural Networks 利用人工神经网络生成双涡轮山图
IEEE Conf. on Intelligent Systems Pub Date : 2020-08-01 DOI: 10.1109/IS48319.2020.9199963
A. R. G. Filho, Filipe de S. L. Ribeiro, R. Carvalho, C. Coelho
{"title":"Generation of Two Turbine Hill Chart Using Artificial Neural Networks","authors":"A. R. G. Filho, Filipe de S. L. Ribeiro, R. Carvalho, C. Coelho","doi":"10.1109/IS48319.2020.9199963","DOIUrl":"https://doi.org/10.1109/IS48319.2020.9199963","url":null,"abstract":"The hill chart is an important tool for the study of the turbine performance, the energy production as well as management and hydropower control. This paper propose a model to generate two hill chart based on feed-forward Artificial Neural Network (ANN-FF). The dataset used for training the ANN-FF model is obtained from a small-scale test model of hydroelectric turbine, installed on the Madeira River in the state of Rondonia, Brazil. Predicted values obtained by applying the proposed ANN-FF model for each parameter is similar to the values measured from the small-scale test model of the turbine. The training errors of the proposed ANN-FF model have significant values from the third decimal point. It is concluded that ANN-FF is a good strategy for the generation of hill charts for the study of hydroelectric turbine efficiency.","PeriodicalId":129583,"journal":{"name":"IEEE Conf. on Intelligent Systems","volume":"101 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116293657","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
Data-Driven Fuzzy Modelling Methodologies for Multivariable Nonlinear Systems 多变量非线性系统的数据驱动模糊建模方法
IEEE Conf. on Intelligent Systems Pub Date : 2018-09-01 DOI: 10.1109/IS.2018.8710486
J. S. Junior, E. B. M. Costa
{"title":"Data-Driven Fuzzy Modelling Methodologies for Multivariable Nonlinear Systems","authors":"J. S. Junior, E. B. M. Costa","doi":"10.1109/IS.2018.8710486","DOIUrl":"https://doi.org/10.1109/IS.2018.8710486","url":null,"abstract":"In this paper, two methodologies of data-driven fuzzy modelling for multivariable nonlinear systems based on Observer/Kalman Filter Identification (OKID) and the Eigensystem Realization Algorithm (ERA) are proposed. The multivariable nonlinear system is represented by a fuzzy Takagi-Sugeno (TS) model, whose antecedent is constituted by linguistic variables (fuzzy sets) and the consequent is constituted by linear submodels in state-space discrete representation. The antecedent parameters are obtained using clustering fuzzy algorithms and the consequent parameters (state matrix, input matrix, output matrix and direct transition matrix) are obtained using the algorithm discussed in this article. Experimental results for identification of a Quadrotor Unmanned Aerial Vehicle (UAV) are presented, in order to illustrate the efficiency and applicability of the methodologies in real systems with coupled data and real systems with decoupled data.","PeriodicalId":129583,"journal":{"name":"IEEE Conf. on Intelligent Systems","volume":"150 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115701271","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
Distributed Control and Navigation System for Quadrotor UAVs in GPS-Denied Environments gps拒绝环境下四旋翼无人机分布式控制与导航系统
IEEE Conf. on Intelligent Systems Pub Date : 2016-02-01 DOI: 10.1007/978-3-319-11310-4_5
K. Yakovlev, Vsevolod Khithov, M. Loginov, A. Petrov
{"title":"Distributed Control and Navigation System for Quadrotor UAVs in GPS-Denied Environments","authors":"K. Yakovlev, Vsevolod Khithov, M. Loginov, A. Petrov","doi":"10.1007/978-3-319-11310-4_5","DOIUrl":"https://doi.org/10.1007/978-3-319-11310-4_5","url":null,"abstract":"","PeriodicalId":129583,"journal":{"name":"IEEE Conf. on Intelligent Systems","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132003636","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: 12
AIRS: Ant-Inspired Recommendation System air:反启发推荐系统
IEEE Conf. on Intelligent Systems Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-11310-4_19
Agostino Forestiero
{"title":"AIRS: Ant-Inspired Recommendation System","authors":"Agostino Forestiero","doi":"10.1007/978-3-319-11310-4_19","DOIUrl":"https://doi.org/10.1007/978-3-319-11310-4_19","url":null,"abstract":"","PeriodicalId":129583,"journal":{"name":"IEEE Conf. on Intelligent Systems","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127123185","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
Filtration and Integration System (FIS) for Navigation Data Processing Based on Kalman Filter 基于卡尔曼滤波的导航数据滤波与集成系统
IEEE Conf. on Intelligent Systems Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-11310-4_18
M. Andrzejczak, M. Ulinowicz
{"title":"Filtration and Integration System (FIS) for Navigation Data Processing Based on Kalman Filter","authors":"M. Andrzejczak, M. Ulinowicz","doi":"10.1007/978-3-319-11310-4_18","DOIUrl":"https://doi.org/10.1007/978-3-319-11310-4_18","url":null,"abstract":"","PeriodicalId":129583,"journal":{"name":"IEEE Conf. on Intelligent Systems","volume":"56 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125911957","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
Linguistic Approach to Granular Cognitive Maps - User's Tool for Knowledge Accessing and Processing 粒度认知地图的语言方法——用户获取和处理知识的工具
IEEE Conf. on Intelligent Systems Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-11313-5_20
W. Homenda, W. Pedrycz
{"title":"Linguistic Approach to Granular Cognitive Maps - User's Tool for Knowledge Accessing and Processing","authors":"W. Homenda, W. Pedrycz","doi":"10.1007/978-3-319-11313-5_20","DOIUrl":"https://doi.org/10.1007/978-3-319-11313-5_20","url":null,"abstract":"","PeriodicalId":129583,"journal":{"name":"IEEE Conf. on Intelligent Systems","volume":"112 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114386950","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
The Application of Median Fuzzy Clustering and Robust Weighted Averaging for Electronystagmography Signal Processing 中值模糊聚类和鲁棒加权平均在电颤振信号处理中的应用
IEEE Conf. on Intelligent Systems Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-11310-4_31
T. Pander, R. Czabański, T. Przybyla, E. Straszecka
{"title":"The Application of Median Fuzzy Clustering and Robust Weighted Averaging for Electronystagmography Signal Processing","authors":"T. Pander, R. Czabański, T. Przybyla, E. Straszecka","doi":"10.1007/978-3-319-11310-4_31","DOIUrl":"https://doi.org/10.1007/978-3-319-11310-4_31","url":null,"abstract":"","PeriodicalId":129583,"journal":{"name":"IEEE Conf. on Intelligent Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129731244","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
Energy Prediction for EVs Using Support Vector Regression Methods 基于支持向量回归方法的电动汽车能量预测
IEEE Conf. on Intelligent Systems Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-11310-4_67
S. Grubwinkler, M. Lienkamp
{"title":"Energy Prediction for EVs Using Support Vector Regression Methods","authors":"S. Grubwinkler, M. Lienkamp","doi":"10.1007/978-3-319-11310-4_67","DOIUrl":"https://doi.org/10.1007/978-3-319-11310-4_67","url":null,"abstract":"","PeriodicalId":129583,"journal":{"name":"IEEE Conf. on Intelligent Systems","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123504833","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: 9
An Efficient System for Stock Market Prediction 一个有效的股票市场预测系统
IEEE Conf. on Intelligent Systems Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-11310-4_76
A. S. Hussein, Ibrahim M. Hamed, M. Tolba
{"title":"An Efficient System for Stock Market Prediction","authors":"A. S. Hussein, Ibrahim M. Hamed, M. Tolba","doi":"10.1007/978-3-319-11310-4_76","DOIUrl":"https://doi.org/10.1007/978-3-319-11310-4_76","url":null,"abstract":"","PeriodicalId":129583,"journal":{"name":"IEEE Conf. on Intelligent Systems","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121196876","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: 11
The Modularity Equation in the Class of 2-uninorms 2-一致子类中的模性方程
IEEE Conf. on Intelligent Systems Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-11313-5_5
E. Rak
{"title":"The Modularity Equation in the Class of 2-uninorms","authors":"E. Rak","doi":"10.1007/978-3-319-11313-5_5","DOIUrl":"https://doi.org/10.1007/978-3-319-11313-5_5","url":null,"abstract":"","PeriodicalId":129583,"journal":{"name":"IEEE Conf. on Intelligent Systems","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124385285","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: 9
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