148 research outputs found

    Robust electronic circuit design using evolutionary and Taguchi methods

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    Bibliography: pages 80-81.In engineering, there is a wide range of applications where genetic optimizers are used. Two genetic optimizers used in this thesis namely, Population Based Incremental Learning ( PBIL ) and Cross generational selection Heterogeneous crossover Cataclysmic mutation ( CHC ), are tested on a series of circuit problems to fmd if robust electronic circuits can be built from evolutionary methods. The evolutionary algorithms were used to search the space of discrete component values from a range of manufactured preferred values to obtain robust electronic circuits. Parasitic effects were also modelled in the simulation to provide for a more realistic circuit

    Effects of hydrocarbon fouling on reverse osmosis membranes

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    Organic fouling in reverse osmosis (RO) has been studied using model hydrocarbons such as hexane and diesel. A large number of countries that use reverse osmosis to obtain drinking water also are producers and exporters of hydrocarbons. This makes seawater RO units particularly susceptible to damage from oil spills. This project is focused on the repercussions of such an incident on the performance of the above-mentioned modules. The study has concentrated on the lower molecular weight hydrocarbons present in contaminated seawater feed as it can be safely assumed that organics of higher molecular weight will have already been dealt by passage through the RO pre-treatment processes. The organic foulants chosen for investigation are: diesel (a likely constituent arising from spillages) and hexane (chosen as a model low-molecular-weight hydrocarbon). The study has investigated the effects of the presence of these contaminants in both water-soluble and emulsion form. The membranes tested are brackish water membranes and seawater membranes of different structures polyamide based and CTA (cellulose triacetate). These membranes were tested in saline water mainly at the salinity, 5500 ppm NaCl. The performance of the RO unit, in terms of salt passage and permeate flux through the membranes, were assessed before and after fouling. These results have been correlated with microscopic examinations of the surface of the membranes. Substantially different effects of exposure to hydrocarbons have been monitored between different membranes and also in terms of the active and support layers of a particular membrane
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