Development of prediction systems using artificial neural networks for intelligent spinning machines [Elektronische Ressource] / Farooq, Assad

Development of Prediction Systems Using Arti cial NeuralNetworks for Intelligent Spinning MachinesVon der Fakult at MaschinenwesenderTechnischen Universit at DresdenzurErlangung des akademischen GradesDoktoringenieur (Dr.-Ing.)angenommene DissertationM. Sc. Farooq, Assadgeb. am 19.11.1977 in Faisalabad PakistanTag der Einreichung: 26.01.2010Tag der Verteidigung: 06.05.2010Gutachter: Prof. Dr.-Ing. habil. Dipl.-Wirt. Ing. Chokri CherifProf. Dr.-Ing. Burkhard WulfhorstProf. Dr.-Ing. habil. Thorsten SchmidtVorsitzender der PromotionskommissionAcknowledgmentsI am indebted to many people for the successful completion of this dissertation. First ofall, I owe my deepest gratitude to my supervisor, Prof. Dr.-Ing. habil. Dipl.-Wirt. Ing.Chokri Cherif, for the support and con dence that he has given to me. His vision, ideasand comments on various issues have contributed to the quality of this dissertation.It is an honor for me to thank Prof. Dr. -Ing. Burkhard Wulfhorst, for his acceptance toreferee this dissertation and for giving the valuable suggestions to improve my work.I would like to express my sincere gratitude and appreciation for Dr. Ing. Thomas Pusch,He has been with me through out my Ph.D. as mentor, colleague and editor of this disser-tation. His invaluable advice, continuous suggestions, encouragement and constructivecriticism has made this work possible.