Abstract
This chapter has introduced the design of adaptive fuzzy controllers. These controllers are used in direct control of process variables and in this way replacing conventional PI-controllers. Good results have been gained with rather simple structures that are also easy to install and maintain. However, their design includes quite many manual stages that require expert knowledge.
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