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Material Type: Exam; Class: Embedded Microcomputer Systems; Subject: (Electrical and Comp Engr); University: University of Houston; Term: Fall 2008;
Typology: Exams
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You are to design a fuzzy logic motor controller. The diagram of the system is below:
The control inputs are S*, the desired motor speed in rpm, and S’, the current estimated motor speed in rpm. The control output is U, the duty cycle of the PWM output in clock cycles. Assume you choose a single crisp output, U, the change in duty cycle in clock cycles, U=U+ U.
(a) (5 pts) Define two reasonable crisp inputs that you could use for this system. Both will be 8- bit values.
(b) (10 pts) Define six reasonable input fuzzy membership sets, three for each crisp input. Draw two plots, one for each input showing how the membership sets might be allocated.
(c) (5 pts) Define three reasonable output fuzzy membership sets for the crisp output.
(d) (10 pts) Define the fuzzy rules that combine the fuzzy inputs to produce the fuzzy outputs. Give your answer as a matrix, with fuzzy inputs for the row and column headings and fuzzy output as the entries in the matrix.