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- W608112564 abstract "Often a manufacturing process may be a bottleneck or critical to a business. This thesisfocuses on the analysis and modelling of such processest, to both better understand them,and to support the enhancement of quality or output capability of the process.The main thrusts of this thesis therefore are:To model inter-process physics, inter-relationships, and complex processes in amanner that enables re-exploitation, re-interpretation and reuse of this knowledge andgeneric elements e.g. using Object Oriented (00) & Qualitative Modelling (QM)techniques. This involves the development of superior process models to captureprocess complexity and reuse any generic elements; To demonstrate advanced modelling and simulation techniques (e.g. Artificial NeuralNetworks(ANN), Rule-Based-Systems (RBS), and statistical modelling) on a numberof complex manufacturing case studies; To gain a better understanding of the physics and process inter-relationships exhibitedin a number of complex manufacturing processes (e.g. pultrusion, bioprocess, andlogistics) using analysis and modelling.To these ends, both a novel Object Oriented Qualitative (Problem) Analysis (OOQA)methodology, and a novel Artificial Neural Network Process Modelling (ANNPM)methodology were developed and applied to a number of complex manufacturing casestudies- thermoset and thermoplastic pultrusion, bioprocess reactor, and a logisticssupply chain. It has been shown that these methodologies and the models developed supportcapture of complex process inter-relationships, enable reuse of generic elements,support effective variable selection for ANN models, and perform well as a predictor ofprocess properties. In particular the ANN pultrusion models, using laboratory data fromIKV, Aachen and Pera, Melton Mowbray, predicted product properties very well." @default.
- W608112564 created "2016-06-24" @default.
- W608112564 creator A5013067676 @default.
- W608112564 date "1995-01-01" @default.
- W608112564 modified "2023-09-23" @default.
- W608112564 title "Novel analysis and modelling methodologies applied to pultrusion and other processes" @default.
- W608112564 hasPublicationYear "1995" @default.
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