EPE Association: NORpie 1998 - Topic 10: PLENARY PRESENTATIONS

NORpie 1998 - Topic 10: PLENARY PRESENTATIONS
You are here: EPE Documents > 05 - EPE Supported Conference Proceedings > NORpie - Proceedings > NORpie 1998 > NORpie 1998 - Topic 10: PLENARY PRESENTATIONS

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   Intelligent Control of AC Motor Drives and Uninterruptible Power Supplies
By Yasuhiko Dote; Daouren Akhmetov [View]
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Abstract: This paper proposes a novel fuzzyneural network for control and diagnosis of AC motor drives and interruptible power supplies (UPS) . Firstly,soft computing which is the fusion or combination of fuzzy systems, neural networks and genetic algorithms are studied. Then, chaos (fractal) computing, wavelet transformation and immune network theory are added to propose extended soft computing. Intelligent control is defined using this. Next, by taking advantages of fuzzy systems and neural networks a novel fuzzy-neural network with a general parameter learning algorithm is developed.The general parameter calculus is based on GMDH (Group Method of Data Handling) suitable to system structure determination. Local basis function networks are introduced resulting in real time operated autonomous controllers. The developed fuzzy neural network is implemented using HITACHI RISC + DSP processor, SH 7410. Then, examples of this developed fuzzy neural network applied to control and diagnosis for AC drives and UPS systems are given. Lastly, examples of intelligent control with other soft computing methods are described.

   RECENT ADVANCES AND TRENDS IN ROWER ELECTRONICS AND DRIVES
By Bimal K. Bose [View]
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Abstract: Power electronics and variable frequency drives have gone through rapid technological advancement during the last four decades, and recently, their applications are fast expanding in industrial, commercial, residential, military and utility environments. In the global industrial automation, energy conservation and environmental pollution control trends of the 216 century, the widespread impact of power electronics and drives will be inevitable. In this paper, recent advances of power semiconductor devices, converters, variable frequenq drives, advanced control and estimation techniques will be reviewed The trends of individual technology will be highlighted wherever possible. Finally, a few selected recent projects will be reviewed.

NORpie 1998 - Topic 10: PLENARY PRESENTATIONS
You are here: EPE Documents > 05 - EPE Supported Conference Proceedings > NORpie - Proceedings > NORpie 1998 > NORpie 1998 - Topic 10: PLENARY PRESENTATIONS
	[return to parent folder]

	Intelligent Control of AC Motor Drives and Uninterruptible Power Supplies By Yasuhiko Dote; Daouren Akhmetov	[View] [Download]
Abstract: This paper proposes a novel fuzzyneural network for control and diagnosis of AC motor drives and interruptible power supplies (UPS) . Firstly,soft computing which is the fusion or combination of fuzzy systems, neural networks and genetic algorithms are studied. Then, chaos (fractal) computing, wavelet transformation and immune network theory are added to propose extended soft computing. Intelligent control is defined using this. Next, by taking advantages of fuzzy systems and neural networks a novel fuzzy-neural network with a general parameter learning algorithm is developed.The general parameter calculus is based on GMDH (Group Method of Data Handling) suitable to system structure determination. Local basis function networks are introduced resulting in real time operated autonomous controllers. The developed fuzzy neural network is implemented using HITACHI RISC + DSP processor, SH 7410. Then, examples of this developed fuzzy neural network applied to control and diagnosis for AC drives and UPS systems are given. Lastly, examples of intelligent control with other soft computing methods are described.

	RECENT ADVANCES AND TRENDS IN ROWER ELECTRONICS AND DRIVES By Bimal K. Bose	[View] [Download]
Abstract: Power electronics and variable frequency drives have gone through rapid technological advancement during the last four decades, and recently, their applications are fast expanding in industrial, commercial, residential, military and utility environments. In the global industrial automation, energy conservation and environmental pollution control trends of the 216 century, the widespread impact of power electronics and drives will be inevitable. In this paper, recent advances of power semiconductor devices, converters, variable frequenq drives, advanced control and estimation techniques will be reviewed The trends of individual technology will be highlighted wherever possible. Finally, a few selected recent projects will be reviewed.