- author = "Marcin Witczak",
- title = "Identification and Fault Detection of Non-Linear Dynamic Systems",
- school = "Computer Science and Telecommunications, University of Zielona Gora",
- year = "2003",
- address = "Poland",
- email = "M.Witczak@issi.uz.zgora.pl",
- keywords = "genetic algorithms, genetic programming, fault diagnosis, system identification",
-
URL = "
http://zbc.uz.zgora.pl/Content/2310/Witczak_PhdBook.pdf",
-
URL = "
https://zbc.uz.zgora.pl/dlibra/publication/1916/edition/2310",
- ISBN = "83-88317-65-2",
- size = "124 pages",
- start = "It is well known that there is an increasing demand for modern systems to become more effective and reliable. This real world development pressure has transformed automatic control, initially perceived as the art of designing a satisfactory system, into the modern science that it is today. The observed increasing complexity of modern systems necessitates the development of new control techniques. To tackle this problem, it is obviously profitable to have all the knowledge concerning a system behaviour. Undoubtedly, an adequate model of a system can be a tool providing such knowledge. Models can be useful for system analysis, e.g. to predict or to simulate a system behaviour. Indeed, nowadays, advanced techniques for designing controllers are also based on models of systems. Application of models leads directly to the problem of system identification.",
- streszczenie = "W pracy rozpatruje sie zagadnienia związane z detekcja uszkodzen i identyfikacja nieliniowych systemow dynamicznych. Cel pracy mozna podzielic na dwie czesci. Pierwsza z nich dotyczy opracowania metodologii konstruowania modeli nieliniowych systemow dynamicznych z zastosowaniem programowania genetycznego. Natomiast druga projektowania odpornych obserwatorow stanu do zadan detekcji uszkodzen. W szczegolnosci zostaly przeanalizowane i zbadane nastepujace problemy:",
-
notes = "In english.
University of Zielona Gora Press, LaTeX2e Supervised by Prof. Jozef Korbicz The text of this book was prepared based on the author's Ph.D. dissertation",
