Pub Date : 2010-11-01DOI: 10.1109/IAS.2010.5615948
H. Nouri, Y. Zebboudj, N. Zouzou, E. Moreau, L. Dascalescu
This paper aims to analyse the influence of the atmospheric relative humidity level (RH) on the collection efficiency of a wire-to-plane electrostatic precipitator (WP-ESP). The experiments were performed with incense smoke particles having a mean size of about 0.28 µm. An aerosol spectrometer was employed for characterizing the size distribution of these particles at the outlet of the ESP. Then, the total and fractional collection efficiencies were estimated for different relative humidity levels ranging from 40 to 70 %. Various DC applied voltages in the case of positive and negative polarities have been under consideration. For given atmospheric conditions, the results obtained with the aerosol spectrometer show that the performances of the ESP increases with the applied voltage (range: 10 to 40 kV) and the particle diameter (range: 0.2 to 0.7 µm). The collection efficiency is higher at increased RH. The negative corona discharge is overall more effective than the positive one. However, the difference between the two polarities becomes minor at high RH.
{"title":"Effect of Relative Humidity on the Collection Efficiency of a Wire-To-Plane Electrostatic Precipitator","authors":"H. Nouri, Y. Zebboudj, N. Zouzou, E. Moreau, L. Dascalescu","doi":"10.1109/IAS.2010.5615948","DOIUrl":"https://doi.org/10.1109/IAS.2010.5615948","url":null,"abstract":"This paper aims to analyse the influence of the atmospheric relative humidity level (RH) on the collection efficiency of a wire-to-plane electrostatic precipitator (WP-ESP). The experiments were performed with incense smoke particles having a mean size of about 0.28 µm. An aerosol spectrometer was employed for characterizing the size distribution of these particles at the outlet of the ESP. Then, the total and fractional collection efficiencies were estimated for different relative humidity levels ranging from 40 to 70 %. Various DC applied voltages in the case of positive and negative polarities have been under consideration. For given atmospheric conditions, the results obtained with the aerosol spectrometer show that the performances of the ESP increases with the applied voltage (range: 10 to 40 kV) and the particle diameter (range: 0.2 to 0.7 µm). The collection efficiency is higher at increased RH. The negative corona discharge is overall more effective than the positive one. However, the difference between the two polarities becomes minor at high RH.","PeriodicalId":317643,"journal":{"name":"2010 IEEE Industry Applications Society Annual Meeting","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114375131","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}
Pub Date : 2010-11-01DOI: 10.1109/IAS.2010.5615403
A. D. Srinivasan, B. S. Rajanikanth
A detailed study on the removal of pollutants (NOx, aldehydes and CO) from the exhaust of a stationary diesel engine is carried out using barrier discharge hybrid plasma techniques. The objective of the study is to make a comparative analysis. For this purpose, the exhaust treatment was carried out in two stages. In the first stage, the exhaust was treated with plasma process and plasma-adsorbent hybrid process. The effectiveness of the two processes with regard to NOx removal and by-product reduction was discussed. In the second stage, the exhaust was treated by plasma and plasma-catalyst hybrid process. The effectiveness of the two processes with regard to pollutants (NOX, CO) removal and by-product reduction was analyzed. Finally, a comprehensive comparison of different techniques has been made and feasible plasma based hybrid techniques for stationary and non-stationary engine exhaust treatments were proposed.
{"title":"A Laboratory Analysis of Plasma Based Hybrid Techniques for Treating Engine Exhaust","authors":"A. D. Srinivasan, B. S. Rajanikanth","doi":"10.1109/IAS.2010.5615403","DOIUrl":"https://doi.org/10.1109/IAS.2010.5615403","url":null,"abstract":"A detailed study on the removal of pollutants (NOx, aldehydes and CO) from the exhaust of a stationary diesel engine is carried out using barrier discharge hybrid plasma techniques. The objective of the study is to make a comparative analysis. For this purpose, the exhaust treatment was carried out in two stages. In the first stage, the exhaust was treated with plasma process and plasma-adsorbent hybrid process. The effectiveness of the two processes with regard to NOx removal and by-product reduction was discussed. In the second stage, the exhaust was treated by plasma and plasma-catalyst hybrid process. The effectiveness of the two processes with regard to pollutants (NOX, CO) removal and by-product reduction was analyzed. Finally, a comprehensive comparison of different techniques has been made and feasible plasma based hybrid techniques for stationary and non-stationary engine exhaust treatments were proposed.","PeriodicalId":317643,"journal":{"name":"2010 IEEE Industry Applications Society Annual Meeting","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123522520","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}
Pub Date : 2010-11-01DOI: 10.1109/IAS.2010.5616897
S. Derammelaere, B. Vervisch, Johannes Cottyn, Bart Vanwalleghem, K. Stockman, F. D. Belie, L. Vandevelde, P. Cox, G. V. D. Abeele
Stepping motors are used in numerous applications because of their low manufacturing cost and simple speed control. It is well known that their energetic efficiency is low but actual values are typically not available. In this paper the influence of the control algorithm on the efficiency of the stepping motor is analyzed, measured and discussed. For a good comparison of the efficiency for the different analyzed algorithms, ISO efficiency curves are used. As the number of stepping motors installed worldwide is enormous, a few percents energy saving per stepping motor can mean a big difference in global energy use.
{"title":"ISO Efficiency Curves of a -Two-Phase Hybrid Stepping Motor","authors":"S. Derammelaere, B. Vervisch, Johannes Cottyn, Bart Vanwalleghem, K. Stockman, F. D. Belie, L. Vandevelde, P. Cox, G. V. D. Abeele","doi":"10.1109/IAS.2010.5616897","DOIUrl":"https://doi.org/10.1109/IAS.2010.5616897","url":null,"abstract":"Stepping motors are used in numerous applications because of their low manufacturing cost and simple speed control. It is well known that their energetic efficiency is low but actual values are typically not available. In this paper the influence of the control algorithm on the efficiency of the stepping motor is analyzed, measured and discussed. For a good comparison of the efficiency for the different analyzed algorithms, ISO efficiency curves are used. As the number of stepping motors installed worldwide is enormous, a few percents energy saving per stepping motor can mean a big difference in global energy use.","PeriodicalId":317643,"journal":{"name":"2010 IEEE Industry Applications Society Annual Meeting","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121935613","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}
Pub Date : 2010-11-01DOI: 10.1109/IAS.2010.5615720
T. Dionise, C. Cooper
In today's business world, a continuous uninterrupted process equates to more profit especially in a Data Center. Some electrical power failures at Data Centers are catastrophic, causing hours of downtime and thousands in lost profit. More and more, facility managers are realizing the importance of being proactive about identifying reliability weaknesses in the electrical distribution system through electrical system audits. An electrical system audit is the first step in assuring that a Data Center power system is operating reliably, safely and efficiently, maximizing use of capital and minimizing operating expenses. Based on experience gained in performing electrical system audits of Data Centers, the authors will share significant electrical issues that adversely affect Data Center Reliability. This paper will identify key findings, symptoms and issues and provide solutions as well industry best practices.
{"title":"Identifying Issues that Adversely Affect Data Center Reliability through Electrical System Audits","authors":"T. Dionise, C. Cooper","doi":"10.1109/IAS.2010.5615720","DOIUrl":"https://doi.org/10.1109/IAS.2010.5615720","url":null,"abstract":"In today's business world, a continuous uninterrupted process equates to more profit especially in a Data Center. Some electrical power failures at Data Centers are catastrophic, causing hours of downtime and thousands in lost profit. More and more, facility managers are realizing the importance of being proactive about identifying reliability weaknesses in the electrical distribution system through electrical system audits. An electrical system audit is the first step in assuring that a Data Center power system is operating reliably, safely and efficiently, maximizing use of capital and minimizing operating expenses. Based on experience gained in performing electrical system audits of Data Centers, the authors will share significant electrical issues that adversely affect Data Center Reliability. This paper will identify key findings, symptoms and issues and provide solutions as well industry best practices.","PeriodicalId":317643,"journal":{"name":"2010 IEEE Industry Applications Society Annual Meeting","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125672991","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}
Pub Date : 2010-11-01DOI: 10.1109/IAS.2010.5614742
T. Oda, Keisuke Hanawa, Y. Teramoto, R. Ono
Low voltage contact electrostatic discharge is examined from 1 volt to 100 volts which means whether the electrostatic discharge can ionize the gas molecule or not. The contact current flow from the small capacitor of about 2.2 pF is examined. There are several current flow patterns which should be strongly dependent on the contact area. If the contact area is fresh, the reproducible tunneling current should be observed with rising time of less than 100 ps. If any contamination occurs, the current flow is barrier type which strongly depends on current flow channel. Those current flow mechanisms are analyzed physically by using different material surfaces.
{"title":"Low Voltage Contact Electrostatic Discharge Phenomena","authors":"T. Oda, Keisuke Hanawa, Y. Teramoto, R. Ono","doi":"10.1109/IAS.2010.5614742","DOIUrl":"https://doi.org/10.1109/IAS.2010.5614742","url":null,"abstract":"Low voltage contact electrostatic discharge is examined from 1 volt to 100 volts which means whether the electrostatic discharge can ionize the gas molecule or not. The contact current flow from the small capacitor of about 2.2 pF is examined. There are several current flow patterns which should be strongly dependent on the contact area. If the contact area is fresh, the reproducible tunneling current should be observed with rising time of less than 100 ps. If any contamination occurs, the current flow is barrier type which strongly depends on current flow channel. Those current flow mechanisms are analyzed physically by using different material surfaces.","PeriodicalId":317643,"journal":{"name":"2010 IEEE Industry Applications Society Annual Meeting","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130266859","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}
Pub Date : 2010-11-01DOI: 10.1109/IAS.2010.5616861
S. R. Mahmoudi, G. Castle, K. Adamiak, M. Ashjaee
Steady-state electrohydrodynamic micropumping through bipolar conduction phenomenon has been investigated experimentally and numerically. A single-stage axisymmetric conduction micropump in the vertical configuration has been proposed in this paper. This micropump consists of four components: high voltage ring electrode, grounded disk-shaped electrode, insulator spacer, and inlet/outlet ports. The packaged micropump was positioned vertically in a bath of working fluid; the generated static pressure and electric current were measured in the absence of fluid flow at different applied voltages. Three different dielectric liquids, 10-GBN Nynas and Shell Diala AX transformer oils, and N-hexane were introduced as the working fluids. The micropump was operated at the range of applied voltages between 300 and 1500 VDC. Maximum pressure generations up to 100 Pa was achieved. In order to estimate the space charge density distribution and the spatial variation of the electric field in the micropump, and to further verify the experimental results, a numerical simulation was also performed. The pressure head generation was predicted numerically and compared with experimental results at different applied voltages. The comparison between the experimental and numerical pressure generations shows good agreement.
{"title":"Study of Electrohydrodynamic Micropumping through Conduction Phenomenon","authors":"S. R. Mahmoudi, G. Castle, K. Adamiak, M. Ashjaee","doi":"10.1109/IAS.2010.5616861","DOIUrl":"https://doi.org/10.1109/IAS.2010.5616861","url":null,"abstract":"Steady-state electrohydrodynamic micropumping through bipolar conduction phenomenon has been investigated experimentally and numerically. A single-stage axisymmetric conduction micropump in the vertical configuration has been proposed in this paper. This micropump consists of four components: high voltage ring electrode, grounded disk-shaped electrode, insulator spacer, and inlet/outlet ports. The packaged micropump was positioned vertically in a bath of working fluid; the generated static pressure and electric current were measured in the absence of fluid flow at different applied voltages. Three different dielectric liquids, 10-GBN Nynas and Shell Diala AX transformer oils, and N-hexane were introduced as the working fluids. The micropump was operated at the range of applied voltages between 300 and 1500 VDC. Maximum pressure generations up to 100 Pa was achieved. In order to estimate the space charge density distribution and the spatial variation of the electric field in the micropump, and to further verify the experimental results, a numerical simulation was also performed. The pressure head generation was predicted numerically and compared with experimental results at different applied voltages. The comparison between the experimental and numerical pressure generations shows good agreement.","PeriodicalId":317643,"journal":{"name":"2010 IEEE Industry Applications Society Annual Meeting","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129172444","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}
Pub Date : 2010-11-01DOI: 10.1109/IAS.2010.5615984
Toshiaki Yamamoto, S. Asada, T. Iida, Y. Ehara
Stringent NOx and volatile organic compound (VOC) flue gas regulation was set force for various emission sources. The conventional emission control technologies such as SCR for NOx treatment and incineration and catalysts treatment for VOCs have limitations in terms of costs and performance. A novel economical and cost effective device is mandated to meet the regulation. A new approach consists of flue gas adsorption, desorption (concentration and adsorbent regeneration), followed by nonthermal plasma decomposition was developed. These hybrid processes make the flue gas volume order of magnitude small, resulting in the reduction of the energy cost, reactor size and power supply. This concept was applied for NOx, various VOCs and hazardous air pollutants treatment. More than 90% of NOx and VOCs reduction was achieved using a series of surface discharge units. The energy efficiencies of 3.35 g(NO2)/kWh for NOx and 34.2 g/kWh for toluene were achieved using concentration technique, followed by surface discharge plasma reactor. This process results one order of magnitude energy and cost effective, compared with the continuous low concentration plasma treatment.
{"title":"Nobel NOx and Voc Treatment Using Concentration and Plasma Decomposition","authors":"Toshiaki Yamamoto, S. Asada, T. Iida, Y. Ehara","doi":"10.1109/IAS.2010.5615984","DOIUrl":"https://doi.org/10.1109/IAS.2010.5615984","url":null,"abstract":"Stringent NOx and volatile organic compound (VOC) flue gas regulation was set force for various emission sources. The conventional emission control technologies such as SCR for NOx treatment and incineration and catalysts treatment for VOCs have limitations in terms of costs and performance. A novel economical and cost effective device is mandated to meet the regulation. A new approach consists of flue gas adsorption, desorption (concentration and adsorbent regeneration), followed by nonthermal plasma decomposition was developed. These hybrid processes make the flue gas volume order of magnitude small, resulting in the reduction of the energy cost, reactor size and power supply. This concept was applied for NOx, various VOCs and hazardous air pollutants treatment. More than 90% of NOx and VOCs reduction was achieved using a series of surface discharge units. The energy efficiencies of 3.35 g(NO2)/kWh for NOx and 34.2 g/kWh for toluene were achieved using concentration technique, followed by surface discharge plasma reactor. This process results one order of magnitude energy and cost effective, compared with the continuous low concentration plasma treatment.","PeriodicalId":317643,"journal":{"name":"2010 IEEE Industry Applications Society Annual Meeting","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126421200","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}
Pub Date : 2010-11-01DOI: 10.1109/IAS.2010.5615325
M. Becherif, M. Ayad, M. Wack
As distributed power sources become increasingly prevalent in the near future, power electronics will be able to provide significant advantages in processing power from renewable energy sources using fast response and autonomous control. Fuel cells, photovoltaic devices and storage batteries sources produce a significant power in hybrid power structure. In this paper, the Uninterruptible power source part of this multisource charger is especially considered in the point of view of its dynamic modeling, its control strategy and the energy management of the whole device. Simulation and experimentation results are presented.
{"title":"Control study of Fuel Cell, Battery and Solar Hybridization Power Sources","authors":"M. Becherif, M. Ayad, M. Wack","doi":"10.1109/IAS.2010.5615325","DOIUrl":"https://doi.org/10.1109/IAS.2010.5615325","url":null,"abstract":"As distributed power sources become increasingly prevalent in the near future, power electronics will be able to provide significant advantages in processing power from renewable energy sources using fast response and autonomous control. Fuel cells, photovoltaic devices and storage batteries sources produce a significant power in hybrid power structure. In this paper, the Uninterruptible power source part of this multisource charger is especially considered in the point of view of its dynamic modeling, its control strategy and the energy management of the whole device. Simulation and experimentation results are presented.","PeriodicalId":317643,"journal":{"name":"2010 IEEE Industry Applications Society Annual Meeting","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122869068","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}
Pub Date : 2010-11-01DOI: 10.1109/IAS.2010.5616011
M. Souryal, Fabien Valoit, Hui Guo, N. Moayeri, N. Damiano, D. Snyder
Signals at the lower end of the medium frequency range (300 kHz to 3 MHz) propagate with relatively low attenuation along existing metallic infrastructure in an underground mine, such as cables, pipes and rails. Exploiting this capability, low-bandwidth medium frequency mesh networks are being developed to extend digital voice and data communications throughout a mine. This paper presents a network modeling and simulation tool that can be used to plan and evaluate medium frequency mesh networks in mines. Examples are given of mine communication scenarios that can be modeled and the quantitative analysis that can be performed using communication performance metrics such as end-to-end delay and packet delivery rate.
{"title":"Simulation of a Medium Frequency Mesh Network for Communications in Underground Mines","authors":"M. Souryal, Fabien Valoit, Hui Guo, N. Moayeri, N. Damiano, D. Snyder","doi":"10.1109/IAS.2010.5616011","DOIUrl":"https://doi.org/10.1109/IAS.2010.5616011","url":null,"abstract":"Signals at the lower end of the medium frequency range (300 kHz to 3 MHz) propagate with relatively low attenuation along existing metallic infrastructure in an underground mine, such as cables, pipes and rails. Exploiting this capability, low-bandwidth medium frequency mesh networks are being developed to extend digital voice and data communications throughout a mine. This paper presents a network modeling and simulation tool that can be used to plan and evaluate medium frequency mesh networks in mines. Examples are given of mine communication scenarios that can be modeled and the quantitative analysis that can be performed using communication performance metrics such as end-to-end delay and packet delivery rate.","PeriodicalId":317643,"journal":{"name":"2010 IEEE Industry Applications Society Annual Meeting","volume":"218 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133917128","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}
Pub Date : 2010-11-01DOI: 10.1109/IAS.2010.5614081
A. Rubaai, P. Young
In this paper, an on-line trained fuzzy neural-network PI/PD controller is developed and implemented for speed trajectory tracking of a brushless drive system. The fuzzy neural network (FNN) structure is basically composed of two parallel fuzzy-neural PI/PD-like fuzzy controllers. Each of the fuzzy-neural PI/PD controllers is a four layer control network. Extended Kalman Filter (EKF) is used to adaptively train each FNN parameters on-line. The on-line learning mechanism modifies the weights and the membership functions of the parallel FNN PI/PD-like fuzzy controllers to adaptively control the rotor speed of the drive system. Thus, the proposed architecture-based EKF presents an alternative to control schemes employed so far. The entire system is designed and implemented in the laboratory using a hardware setup. The real-time laboratory implementation is based on a dSPACE DS1104 DSP and MATLAB/Simulink environment. Experimental results have shown that the proposed controller adaptively and robustly responds to a wide range of operating conditions.
{"title":"DSP-Based Fuzzy Neural Network PI/PD-Like Fuzzy Controller for Motion Controls and Drives","authors":"A. Rubaai, P. Young","doi":"10.1109/IAS.2010.5614081","DOIUrl":"https://doi.org/10.1109/IAS.2010.5614081","url":null,"abstract":"In this paper, an on-line trained fuzzy neural-network PI/PD controller is developed and implemented for speed trajectory tracking of a brushless drive system. The fuzzy neural network (FNN) structure is basically composed of two parallel fuzzy-neural PI/PD-like fuzzy controllers. Each of the fuzzy-neural PI/PD controllers is a four layer control network. Extended Kalman Filter (EKF) is used to adaptively train each FNN parameters on-line. The on-line learning mechanism modifies the weights and the membership functions of the parallel FNN PI/PD-like fuzzy controllers to adaptively control the rotor speed of the drive system. Thus, the proposed architecture-based EKF presents an alternative to control schemes employed so far. The entire system is designed and implemented in the laboratory using a hardware setup. The real-time laboratory implementation is based on a dSPACE DS1104 DSP and MATLAB/Simulink environment. Experimental results have shown that the proposed controller adaptively and robustly responds to a wide range of operating conditions.","PeriodicalId":317643,"journal":{"name":"2010 IEEE Industry Applications Society Annual Meeting","volume":"120 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133136751","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}
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