Design and degradation modelling through artificial neural networks

Automotive is one of the major manufacturing industries in Australia that requires extensive reliability test for the components used in vehicles. To achieve a shorter time-to-market and a highly reliable product while reducing the amount of physical prototyping, there is a growing need for better understanding on the effect that the design parameters have on the degradation of the product. This paper presents comprehensive descriptions of applying Artificial Neural Network (ANN) to capture the relationships between design and degradation. Consequently, two models of different practical significance are created as the result of the work. The vision of the models is to be used by the testers and designers as a guideline in design evaluation, so that time-consuming and expensive iterations of the product developmental cycle can be reduced substantially. The degradation of the folding force of a mechanical system is used to illustrate our approach.

A new dimension of sister city relationships in the 21st century : a pilot study in Australia

Sister City agreements have historically provided a goodwill platform for countries 10 undertake activities for the enhancement of peaceful and cooperative relations. They have also become instruments for cities 10 develop their own form of internationalization and to provide for specific activities of cullural,
educational or other similar cooperative exchanges between cities generally in different nations. Sisler City Relationships are broadly-based, officially approved, long-IeI'm partnership between two communities in two countries. Using on-line questionnaires distributed through the membership of Australian Sisler City Association (ASCA), this pilot study confirmed that the existing relationships are mainly focused on cultural exchange, education and council exchange. An overwhelming majority of the local governments, however, are ready for the
extension of the Sister City Relationship by developing business and economic related activities. in fact the pilot study confirms this research is timely and necessaty especially in developing policy guidelines and operation
frameworks.

State of centralised B2B Internet marketplaces in Australia

This study examines whether the characteristics and classifications of business-to-business (B2B) Internet marketplaces in the US-based literature apply in Australia. The survey found that the characteristics (eg. business models, value-added services, revenue schemes) are consistent, but the classifications are not because new or overly dominant categories were discovered.