Browsing by Subject "Artificial neural networks"
Now showing items 1-7 of 7
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Adaptive neural network control of a helicopter system with optimal observer and actor-critic design
(Elsevier, 2018)This paper proposes a methodology for developing an adaptive neural network controller for a simulated helicopter system. Since an indirect adaptive neural network framework is chosen, the controller comprises three ... -
Artificial neural networks: applications in the drinking water sector
(IWA Publishing, 2018)Artificial neural networks (ANNs) could be used in effective drinking water quality management. This review provides an overview about the history of ANNs and their applications and shortcomings in the drinking water sector. ... -
Classifying spam with generalized additive neural networks
(North-West University (South Africa) , Potchefstroom Campus, 2017)E-mail is an important and convenient communication tool used by many people on a daily basis. For individuals it is an inexpensive way to stay in contact with family and friends located around the world. An e-mail address ... -
Comparing generalised additive neural networks with decision trees and alternating conditional expectations
(North-West University, 2008)In this dissertation generalised additive neural networks (GANNs), decision trees and alternating conditional expectations (ACE) are studied and compared as computerised techniques in the field of predictive data mining. ... -
Decision-making tools for establishment of improved monitoring of water purification processes
(North-West University (South Africa), 2020)Source water is becoming a scarce resource in South Africa, especially with the extreme periods of drought that the country has faced the last few years. Continuous pollution of rivers and dams is drastically deteriorating ... -
A predictive model for the selectivity variables of an ammonium nitrate fluidised bed granulator
(North-West University (South Africa), 2019)A model for the inference measurement of the selectivity variables of an ammonium nitrate fluidised bed granulator was investigated. Fluidised bed granulators are complex due to numerous processes occurring in one vessel ... -
A statistical model of an ammonium nitrate fluidised bed granulator
(North-West University (South Africa) , Potchefstroom Campus, 2016)The inference modelling of a continuous industrial ammonium nitrate fluidised bed granulator was investigated. Fluidised bed granulators are difficult to model and control due to a large number of operating variables and ...