@article{(Open Science Index):https://publications.waset.org/pdf/7475,
	  title     = {Limit Cycle Behaviour of a Neural Controller with Delayed Bang-Bang Feedback},
	  author    = {Travis Wiens and  Greg Schoenau and  Rich Burton},
	  country	= {},
	  institution	= {},
	  abstract     = {It is well known that a linear dynamic system including
a delay will exhibit limit cycle oscillations when a bang-bang sensor
is used in the feedback loop of a PID controller. A similar behaviour
occurs when a delayed feedback signal is used to train a neural
network. This paper develops a method of predicting this behaviour
by linearizing the system, which can be shown to behave in a manner
similar to an integral controller. Using this procedure, it is possible
to predict the characteristics of the neural network driven limit cycle
to varying degrees of accuracy, depending on the information known
about the system. An application is also presented: the intelligent
control of a spark ignition engine.},
	    journal   = {International Journal of Mechanical and Mechatronics Engineering},
	  volume    = {1},
	  number    = {12},
	  year      = {2007},
	  pages     = {696 - 701},
	  ee        = {https://publications.waset.org/pdf/7475},
	  url   	= {https://publications.waset.org/vol/12},
	  bibsource = {https://publications.waset.org/},
	  issn  	= {eISSN: 1307-6892},
	  publisher = {World Academy of Science, Engineering and Technology},
	  index 	= {Open Science Index 12, 2007},
	}