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In the area of neural fuzzy control, how to generate fuzzy rules for structural learning is a key issue. In this paper, an improved online self-organizing dynamic fuzzy neural network for nonlinear dynamic system identification. The system is a five-layered network, which features coalescence between Takagi-Sugeno-kang fuzzy architecture and dissymmetrical Gaussian functions as membership functions...
Southwest of Hubei, a mountain with high-elevation (1500 m above sea level), distributed lots of cold soaked fields which have a low productivity of rice. In order to raise its productivity, a method of cultivation was tested that is direct seeding cultivation within ridging and plastic film mulching. The results showed that the technique can play a bit to exalt tiller node, increase the effective...
Three-dimensional fuzzy logic controller (3-D FLC) is a novel FLC developed for spatially-distributed parameter systems. In this study, we concentrate on the data-driven based 3-D FLC design. Firstly, an initial rule-base of 3-D FLC is learned by fuzzy c-means algorithm from spatial-temporal data set. Then, the rule-base is reduced by using distance-based similarity measure to check similar fuzzy...
The thesis introduces the overall structure of the electric power monitoring system. In ord to solve slow speed and poor real-time of the current system, the thesis focuses on designing the real-time database of the power monitoring system and implements the real-time database of SCADA by referencing to the ideas of Hibernate, and then completes the design.
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