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2016 5th International Conference on Systems and Control (ICSC)最新文献

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A DC motor fault detection, isolation and identification based on a new architecture Artificial Neural Network 一种基于人工神经网络的直流电机故障检测、隔离与识别新体系
2016 5th International Conference on Systems and Control (ICSC) Pub Date : 2016-05-25 DOI: 10.1109/ICOSC.2016.7507054
A. Adouni, A. Abid, L. Sbita
{"title":"A DC motor fault detection, isolation and identification based on a new architecture Artificial Neural Network","authors":"A. Adouni, A. Abid, L. Sbita","doi":"10.1109/ICOSC.2016.7507054","DOIUrl":"https://doi.org/10.1109/ICOSC.2016.7507054","url":null,"abstract":"Any diagnosis procedure should be rapid and efficiency. In the presence of the noise and unknown inputs, the diagnosis procedure could generate false alarms. This paper focuses in the fault detection, isolation and identification when a fault affected the sensors of a DC motor worked in disturbance environment. The chosen technique should take account the two issues: the noise and the unknown inputs. As a solution the Artificial Neural Network is adopted in order to generate a robust residuals and therefore to minimize the false alarms. A new ANN architecture is proposed to achieve this purpose. The simulation results proved the rapidity and the efficiency of the proposed procedure.","PeriodicalId":149249,"journal":{"name":"2016 5th International Conference on Systems and Control (ICSC)","volume":"190 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121087074","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
Virtual metrology on Chemical Mechanical Planarization process based on Just-In-Time Learning 基于实时学习的化工机械平面化过程虚拟计量
2016 5th International Conference on Systems and Control (ICSC) Pub Date : 2016-05-25 DOI: 10.1109/ICOSC.2016.7507082
Mohamed Ali Jebri, G. Graton, E. E. Adel, M. Ouladsine, J. Pinaton
{"title":"Virtual metrology on Chemical Mechanical Planarization process based on Just-In-Time Learning","authors":"Mohamed Ali Jebri, G. Graton, E. E. Adel, M. Ouladsine, J. Pinaton","doi":"10.1109/ICOSC.2016.7507082","DOIUrl":"https://doi.org/10.1109/ICOSC.2016.7507082","url":null,"abstract":"This paper deals with missing data in semiconductor manufacturing derived from measurement sampling strategies. The idea is to construct a virtual metrology module to estimate non measured variables using a new modified Just-In-Time Learning approach (JITL). The classical method has been proposed and applied to chemical process. This latter presents some drawbacks and our main contribution is to improve the existing algorithm version of the JITL approach. In collaboration with our industrial partner STMicroelectronics in Rousset, the efficiency of the proposed method is illustrated by using industrial data-sets derived from Chemical Mechanical Planarization (CMP) process that enable to compare results obtained with the classical and the modified version.","PeriodicalId":149249,"journal":{"name":"2016 5th International Conference on Systems and Control (ICSC)","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116893379","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: 3
LMI conditions to design a robust fuzzy controller for a wind generator 在LMI条件下设计风力发电机的鲁棒模糊控制器
2016 5th International Conference on Systems and Control (ICSC) Pub Date : 2016-05-25 DOI: 10.1109/ICOSC.2016.7507058
Kaoutar Lahmadi, S. Aboulem, I. Boumhidi
{"title":"LMI conditions to design a robust fuzzy controller for a wind generator","authors":"Kaoutar Lahmadi, S. Aboulem, I. Boumhidi","doi":"10.1109/ICOSC.2016.7507058","DOIUrl":"https://doi.org/10.1109/ICOSC.2016.7507058","url":null,"abstract":"This work deals with problem of fuzzy control stabilization for wind turbine generator with parameter uncertainties. Using Linear Matrix inequality (LMI) combined with a judicious of the famous Young relation, a new methodology of stability is proposed, which can be solved by using LMI optimization techniques. Hence the control scheme is based on a PDC structure, a fuzzy observer and a H∞ standard command to attenuate the external disturbances of the wind speed. To illustrate the proposed method and guarantee the performance the simulation on a dynamic model of the wind energy conversion systems (WECS) is given.","PeriodicalId":149249,"journal":{"name":"2016 5th International Conference on Systems and Control (ICSC)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115503269","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
Modeling and control of wind energy conversion system 风能转换系统建模与控制
2016 5th International Conference on Systems and Control (ICSC) Pub Date : 2016-05-25 DOI: 10.1109/ICOSC.2016.7507080
M. Azzouzi, Abdelkader Garmat, D. Popescu, S. Zidi, L. Mazouz
{"title":"Modeling and control of wind energy conversion system","authors":"M. Azzouzi, Abdelkader Garmat, D. Popescu, S. Zidi, L. Mazouz","doi":"10.1109/ICOSC.2016.7507080","DOIUrl":"https://doi.org/10.1109/ICOSC.2016.7507080","url":null,"abstract":"In this paper, the performance of the wind energy conversion system had been improved by controlling all the components of the system, we have used MPPT control methods to extract the maximum of power, and we have developed the direct vector control to control the double fed induction generator based on the vector control of stator flux orientation using the Matlab/Simulink software on the other hand. The obtained simulation results show that the used control techniques are well suited to well operate the wind energy conversion system.","PeriodicalId":149249,"journal":{"name":"2016 5th International Conference on Systems and Control (ICSC)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130826052","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: 3
Fault detection for hybrid dynamical system application to winding machine 混合动力系统故障检测在绕线机上的应用
2016 5th International Conference on Systems and Control (ICSC) Pub Date : 2016-05-25 DOI: 10.1109/ICOSC.2016.7507025
Youssef Eddoukali, E. E. Adel, A. Benzaouia, M. Ouladsine
{"title":"Fault detection for hybrid dynamical system application to winding machine","authors":"Youssef Eddoukali, E. E. Adel, A. Benzaouia, M. Ouladsine","doi":"10.1109/ICOSC.2016.7507025","DOIUrl":"https://doi.org/10.1109/ICOSC.2016.7507025","url":null,"abstract":"This paper investigates the problem of fault detection for hybrid dynamical system. In the present work, the obtained LMI in [3] is used to design an observer with its corresponding residual, making possible fault detection of the winding machine. Also, it is possible to find by the same LMI a controller-based observer to stabilize the closed-loop system.","PeriodicalId":149249,"journal":{"name":"2016 5th International Conference on Systems and Control (ICSC)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133279597","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
Guaranteed cost control for uncertain discrete-time systems with two additive delays 具有两个可加时滞的不确定离散系统的保成本控制
2016 5th International Conference on Systems and Control (ICSC) Pub Date : 2016-05-25 DOI: 10.1109/ICOSC.2016.7507032
A. Zabari, E. Tissir
{"title":"Guaranteed cost control for uncertain discrete-time systems with two additive delays","authors":"A. Zabari, E. Tissir","doi":"10.1109/ICOSC.2016.7507032","DOIUrl":"https://doi.org/10.1109/ICOSC.2016.7507032","url":null,"abstract":"The guaranteed cost control problem is studied in this paper for a class of uncertain linear discrete-time systems with two additive delays, which represent a general class of delay systems with strong application background in network based control systems. The uncertainty in the system is assumed to be norm-bounded. The problem is to design a control law such that the closed-loop system is robustly stable and the cost function value is not more than a specified upper bound for all admissible uncertainties. Two numerical examples are given to show that the proposed result can even produce a lower guaranteed cost than other result in the literature.","PeriodicalId":149249,"journal":{"name":"2016 5th International Conference on Systems and Control (ICSC)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114919898","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
Contribution to state and sensor fault estimation applied to PEM Fuel Cell Systems 对PEM燃料电池系统状态和传感器故障估计的贡献
2016 5th International Conference on Systems and Control (ICSC) Pub Date : 2016-05-25 DOI: 10.1109/ICOSC.2016.7507073
S. Olteanu, A. Aitouche, L. Belkoura
{"title":"Contribution to state and sensor fault estimation applied to PEM Fuel Cell Systems","authors":"S. Olteanu, A. Aitouche, L. Belkoura","doi":"10.1109/ICOSC.2016.7507073","DOIUrl":"https://doi.org/10.1109/ICOSC.2016.7507073","url":null,"abstract":"This paper aims firstly at contributing to the problematic of nonlinear Takagi-Sugeno (TS) approach for state and fault estimation with unmeasurable premise variables. The second objective is the application of this method on Fuel Cell Systems (FCSs). In order to achieve the estimated value of the fault, an observer based method is essential. The development and optimization of Fuel Cell parameter estimation in parallel with fault estimation is not treated in an exhaustive manner in literature. The estimation is based on a PI observer where the estimation error is bounded, having an additional corrective sliding terms. This eliminates the inconvenient generated by the Lipschitz constant.","PeriodicalId":149249,"journal":{"name":"2016 5th International Conference on Systems and Control (ICSC)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114755230","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
H∞ filtering of T-S fuzzy systems in Finite Frequency domain 有限频域T-S模糊系统的H∞滤波
2016 5th International Conference on Systems and Control (ICSC) Pub Date : 2016-05-25 DOI: 10.1109/ICOSC.2016.7507038
A. El‐Amrani, A. Hmamed, B. Boukili, A. Hajjaji
{"title":"H∞ filtering of T-S fuzzy systems in Finite Frequency domain","authors":"A. El‐Amrani, A. Hmamed, B. Boukili, A. Hajjaji","doi":"10.1109/ICOSC.2016.7507038","DOIUrl":"https://doi.org/10.1109/ICOSC.2016.7507038","url":null,"abstract":"This paper considers the H∞ filtering for nonlinear discrete-time systems in the Takagi-Sugeno (T-S) fuzzy model. The approach is based on the fuzzy filters in Finite Frequency (FF) domain. The objective is to propose a new design with sufficient condition via LMI formulations. Less conservative results are obtained by introducing slack matrices. This method provides extra degree of freedom in optimization of the H∞ performance. Three fuzzy filters are designed to deal with noises in Low-, Middle- and High-Frequency domain (LF,MF,HF), respectively. The efficiency of the proposed approach is shown be an example.","PeriodicalId":149249,"journal":{"name":"2016 5th International Conference on Systems and Control (ICSC)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121919962","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: 14
Sliding mode backpropagation training algorithm for robust neural control of discrete time uncertain nonlinear systems 离散时间不确定非线性系统鲁棒神经控制的滑模反向传播训练算法
2016 5th International Conference on Systems and Control (ICSC) Pub Date : 2016-05-25 DOI: 10.1109/ICOSC.2016.7507040
Imen Zaidi, M. Chtourou, M. Djemel
{"title":"Sliding mode backpropagation training algorithm for robust neural control of discrete time uncertain nonlinear systems","authors":"Imen Zaidi, M. Chtourou, M. Djemel","doi":"10.1109/ICOSC.2016.7507040","DOIUrl":"https://doi.org/10.1109/ICOSC.2016.7507040","url":null,"abstract":"This paper treats a robust neural control strategy for discrete time uncertain nonlinear systems affected by parameters uncertainties. The control approach is based on an inverse neural model (INM) trained using a specialized learning technique. The importance of the presented approach is the use of a sliding mode backpropagation algorithm (SM-BP) for the learning of the direct neural model (DNM) and the (INM) which has been proved as the best configuration for the control of uncertain nonlinear systems in previous study. A simulation example is treated to illustrate the effectiveness of the proposed control strategy.","PeriodicalId":149249,"journal":{"name":"2016 5th International Conference on Systems and Control (ICSC)","volume":"458 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125829219","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
Improved results on observer-based control for uncertain continuous-time systems 不确定连续系统观测器控制的改进结果
2016 5th International Conference on Systems and Control (ICSC) Pub Date : 2016-05-25 DOI: 10.1109/ICOSC.2016.7507034
A. Hmamed, B. E. Haiek, M. Alfidi, F. Tadeo
{"title":"Improved results on observer-based control for uncertain continuous-time systems","authors":"A. Hmamed, B. E. Haiek, M. Alfidi, F. Tadeo","doi":"10.1109/ICOSC.2016.7507034","DOIUrl":"https://doi.org/10.1109/ICOSC.2016.7507034","url":null,"abstract":"This paper is concerned with the design of robust observer based controllers for continuous-time linear systems with parameter uncertainties. The proposed method allows one to compute simultaneously the observer and controller gains by solving a single bilinear matrix inequalities (BMI), which becomes an linear matrix inequalities (LMI). Numerical examples are given to illustrate the validity and the effectiveness of the proposed method.","PeriodicalId":149249,"journal":{"name":"2016 5th International Conference on Systems and Control (ICSC)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122368032","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
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