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Diagnosis and prognosis of rolling element bearings at low speeds and varying load conditions using higher order statistics and artificial intelligence
Published 2018“…Empirical models include the fields of regression and classification which are also collectively referred to as supervised learning and is dependent on its construction or optimization on large sets of representative data. In classifying faults in rolling element bearings (REBs) at low speeds and under varying load conditions, support vector machines for regression and genetic algorithm (SVMGA) which is a supervised machine learning algorithm can be used for its classification or regression problems. …”
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Advanced analytics strategy formulation
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Induction of fuzzy rules from chemical process data using Growing Neural Gas and Reactive Tabu search methods
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Microbial response to oxidising biocides
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Electricity generation as a beneficial post closure land use option for dormant tailings storage facilities
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Development of immuno- nanoparticles for targeting schistosoma parasites
Published 2017“…Hence, selective drug delivery is an important approach with great potential for overcoming problems associated with the systemic toxicity and poor bioavailability of PZQ. …”
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Investigating the role of a FAM111B mutation in hereditary fibrosing poikiloderma (POIKTMP) using induced pluripotent stem cell (iPSC) model
Published 2020“…Unfortunately, analysis of the FAM111B protein data was inconclusive. Problems related to synchronization of the cells and the specificity of the antibody would have to be rectified in order to follow this further. …”
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Energy efficiency control of direct expansion air conditioning systems
Published 2018“…The upper level is an open loop nonlinear optimizer, which only collects measurement information and solves a distributed steady state optimization problem to adaptively and automatically generate time-varying and optimised reference points of indoor CO2 concentration, relative humidity and air temperature for the lower-layer controllers, by minimizing the demand and energy costs of a multi-zone building ME A/C system under the TOU price structure of electricity according to the changing circumstance during the day. …”
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The use of crisis intervention with parents of children identified as in need of care and protection: experiences of social workers.
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Virtualization of multicast services in WiMAX networks
Published 2018“…To improve bandwidth utilisation, virtualization is often invoked because of its additional features such as bandwidth sharing and support of services that require high volumes of transactional data. …”
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Electricity production from sugar industries in Africa : a case of South Africa
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The role of mediation in industrial conflict resolution
Published 2016“…This challenges the claim of the problem-solving approach of mediation that the process uncovers the underlying conflict. …”
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Accurate portfolio risk-return structure modelling
Published 2016“…In this thesis, one of the areas we explore is the theoretical formulation of the optimal portfolio selection problem under Ito calculus framework. …”
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Artificial neural networks for state estimation of electric power systems
Published 2014Get full text
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