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Decentralized direct I-term fuzzy-neural control of an anaerobic digestion bioprocess plant 厌氧消化生物工艺装置的分散直接i项模糊神经控制
Computational Intelligence in Control and Automation (CICA) Pub Date : 2011-04-11 DOI: 10.1109/CICA.2011.5945753
I. Baruch, S. Hernandez
{"title":"Decentralized direct I-term fuzzy-neural control of an anaerobic digestion bioprocess plant","authors":"I. Baruch, S. Hernandez","doi":"10.1109/CICA.2011.5945753","DOIUrl":"https://doi.org/10.1109/CICA.2011.5945753","url":null,"abstract":"The paper proposed to use recurrent Fuzzy-Neural Multi-Model (FNMM) identifier for decentralized identification of distributed parameter anaerobic wastewater treatment digestion bioprocess, carried out in fixed bed and recirculation tank. The distributed parameter analytical model of the digestion bioprocess is used as a plant data generator. It is reduced to a lumped system using the orthogonal collocation method, applied in four collocation points (plus one point of the recirculation tank), which are used as centres of the membership functions of the fuzzyfied plant output variables with respect to the space variable. The local and global weight parameters and states of the proposed FNMM identifier are learnt by the Levenberg-Marquardt learning algorithm and they are implemented by a Hierarchical Fuzzy-Neural Multi-Model Direct Controller with Integral Term. The graphical simulation results of the digestion system direct fuzzy-neural I-term learning control, exhibited a good convergence, and precise reference tracking.","PeriodicalId":420555,"journal":{"name":"Computational Intelligence in Control and Automation (CICA)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127509130","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
Denoising chaotic time series using an evolutionary state estimation approach 用演化状态估计方法去噪混沌时间序列
Computational Intelligence in Control and Automation (CICA) Pub Date : 2011-04-11 DOI: 10.1109/CICA.2011.5945756
D. Soriano, R. Attux, J. Romano, M. Loiola, R. Suyama
{"title":"Denoising chaotic time series using an evolutionary state estimation approach","authors":"D. Soriano, R. Attux, J. Romano, M. Loiola, R. Suyama","doi":"10.1109/CICA.2011.5945756","DOIUrl":"https://doi.org/10.1109/CICA.2011.5945756","url":null,"abstract":"This work presents a method for denoising chaotic time series when the structure of the underlying dynamics is known, albeit not the associated initial conditions and parameters. The strategy relies on finding the initial conditions and free parameters that minimize deviations - in the mean-squared error sense - from the noisy observations, thus providing the means to identify the original model that engenders the noise-free chaotic signal. To accomplish this purpose, an evolutionary immune-inspired approach was adopted. The reason for choosing this approach was its significant global search potential and the fact that it does not demand cost function manipulations. The proposal can be applied to general contexts, but a most promising perspective is its use in communications systems employing chaotic signals, for which the existence of knowledge about the underlying dynamics is a reasonable assumption.","PeriodicalId":420555,"journal":{"name":"Computational Intelligence in Control and Automation (CICA)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126410616","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
A framework to simulate and support the design of distributed automation and decentralized control systems: Application to control of indoor building comfort 分布式自动化和分散控制系统设计的仿真与支持框架:在室内建筑舒适性控制中的应用
Computational Intelligence in Control and Automation (CICA) Pub Date : 2011-04-11 DOI: 10.1109/CICA.2011.5945762
Jean-Paul Jamont, E. Mendes, M. Occello
{"title":"A framework to simulate and support the design of distributed automation and decentralized control systems: Application to control of indoor building comfort","authors":"Jean-Paul Jamont, E. Mendes, M. Occello","doi":"10.1109/CICA.2011.5945762","DOIUrl":"https://doi.org/10.1109/CICA.2011.5945762","url":null,"abstract":"This paper deals with the design and the simulation of decentralized artificial intelligent systems (multiagent systems) in the context of distributed automation and decentralized control systems. It presents an original tool and its interesting modular and customizable physical model of a house.","PeriodicalId":420555,"journal":{"name":"Computational Intelligence in Control and Automation (CICA)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114945519","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: 10
Copyright page 版权页
Computational Intelligence in Control and Automation (CICA) Pub Date : 1959-03-01 DOI: 10.1109/PADS.2012.12
{"title":"Copyright page","authors":"","doi":"10.1109/PADS.2012.12","DOIUrl":"https://doi.org/10.1109/PADS.2012.12","url":null,"abstract":"Copyright and Reprint Permission: Abstracting is permitted with credit to the source. Libraries are permitted to photocopy beyond the limit of U.S. copyright law, for private use of patrons, those articles in this volume that carry a code at the bottom of the first page, provided that the per-copy fee indicated in the code is paid through the","PeriodicalId":420555,"journal":{"name":"Computational Intelligence in Control and Automation (CICA)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1959-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129659121","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
IEEE CICA 2011 committee symposium on computational intelligence in control and automation (IEEE CICA 2011) IEEE CICA 2011控制与自动化计算智能委员会研讨会
Computational Intelligence in Control and Automation (CICA) Pub Date : 1900-01-01 DOI: 10.1109/cica.2011.5945771
Symposium Chair, Xiao-Jun Zeng, O. Castillo, Yuehui Chen, João Miguel, Costa Sousa, M. Dotoli, Politecnico di Bari, Italy Meng, Joo Er, J. Q. Gan, K. Guelton, Ying Tan, Di Wang, Ting Wu, H. Ying, Wen Yu, Mexico D F Cinvestav-Ipn, Tiejun Zhang
{"title":"IEEE CICA 2011 committee symposium on computational intelligence in control and automation (IEEE CICA 2011)","authors":"Symposium Chair, Xiao-Jun Zeng, O. Castillo, Yuehui Chen, João Miguel, Costa Sousa, M. Dotoli, Politecnico di Bari, Italy Meng, Joo Er, J. Q. Gan, K. Guelton, Ying Tan, Di Wang, Ting Wu, H. Ying, Wen Yu, Mexico D F Cinvestav-Ipn, Tiejun Zhang","doi":"10.1109/cica.2011.5945771","DOIUrl":"https://doi.org/10.1109/cica.2011.5945771","url":null,"abstract":"The purpose of 2011 IEEE Symposium on Computational Intelligence in Control and Automation is to bring together researchers, engineers, practitioners, and students from around the world to discuss the latest advances in the theory and application of computational intelligence in control and automation. It is very glad to see the symposium has received many new research results from various topics and applications of Computational Intelligence in Control and Automation, including new theories and methods of model based fuzzy systems and control, CI based predictive and adaptive control, neural networks and evolutionary computation for system learning and control, decision analysis and support systems, with applications ranging from robots, energy systems, industrial automations, wastewater treatment process, secure communication system, to human behaviors modeling.","PeriodicalId":420555,"journal":{"name":"Computational Intelligence in Control and Automation (CICA)","volume":"104 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":"128043530","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
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