Thermal power generating unit mechanical furnace coordination control method based on improved T-S fuzzy prediction modeling
A technology of fuzzy prediction and thermal power units, which is applied in the direction of adaptive control, general control system, control/regulation system, etc. It can solve problems such as failure to provide performance, unit operation deviates from design conditions, and large changes in the dynamic characteristics of furnace objects.
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[0039] The technical solution of the present invention will be further introduced below in combination with specific embodiments.
[0040] The invention discloses a thermal power unit boiler furnace coordination control method based on improved T-S fuzzy prediction modeling, such as figure 1 shown, including the following steps:
[0041] S1: Use the fuzzy clustering method to establish the optimal number of clusters;
[0042] S2: Identification of consequent parameters based on least square method T-S fuzzy model;
[0043] S3: Design a multi-step predictive controller.
[0044] Further, the step S1 includes the following steps:
[0045] S1.1: Given data set X={X 1 ,...,X N}, set the number of clusters c = 2 and the weight parameter m = 2, initialize the membership matrix U; where, X 1 ,...,X N Indicates the 1st data to the Nth data;
[0046] S1.2: When the number of iterations is L, calculate the center value of the i-th cluster:
[0047] v ...
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