A modified self-organizing controller for real-time process control applications
โ Scribed by Y.P. Singh
- Publisher
- Elsevier Science
- Year
- 1998
- Tongue
- English
- Weight
- 743 KB
- Volume
- 96
- Category
- Article
- ISSN
- 0165-0114
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โฆ Synopsis
The paper proposes a systematic approach for an analytic formulation of a modified self-organizing fuzzy logic controller (SOFLC) that can generate control rules on-line and modifies them to changing process conditions. The paper also presents the real-time application of SOFLC for process control and demostrates its ability to operate over a wide range of process variables (nonlinearity and parameter variations). A comparison in terms of steady-state error, setting time and transient response is made with a proportional plus integral (PI) controller, a simple FLC and a modified SOFLC. Experimental results show that modified SOFLC has a performance slightly superior to that ofa PI and FLC controllers.
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