Wavelet Networks for Modelling Nonlinear Processes
Néstor Roqueiro, Enrique Luis Lima · Birkhäuser Boston eBooks · 1997
The objective of engineering study is basically, the design and operation of useful systems for humankind development. Historically, this work has been done by trial-and-error procedures. The development of“theory”has always been related to“experiments”that deny or confirm hypothesis. The incorporation of the acquired knowledge to the design of systems, generally using mathematical language, leads to“models”that approach real situations. With these models, a group of equations that relates system variables, it is possible to analyze system behavior and to plan operational changes. In order to conceive a model it is necessary to define its application. In the present work models that emulate a system dynamic behavior that could be used in the design and in the operation of controllers, will be developed. This objective imposes some desirable characteristics to this model, such as: system representation in a wide range of operation, easy implementation and fast prediction of variables of interest. These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.