Search Results - "MANSON, Graeme"

The application of machine learning to structural health monitoring by Worden, Keith, Manson, Graeme

“…In broad terms, there are two approaches to damage identification. Model-driven methods establish a high-fidelity physical model of the structure, usually by…”
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The fundamental axioms of structural health monitoring by Worden, Keith, Farrar, Charles R, Manson, Graeme, Park, Gyuhae

“…Based on the extensive literature that has developed on structural health monitoring over the last 20 years, it can be argued that this field has matured to…”
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Fatigue-Crack Detection in a Multi-Riveted Strap-Joint Aluminium Aircraft Panel Using Amplitude Characteristics of Diffuse Lamb Wave Field by Stolze, Frank H G, Worden, Keith, Manson, Graeme, Staszewski, Wieslaw J

“…Structural health monitoring of riveted aircraft panels is a real challenge for maintenance engineers. Here, a diffused Lamb wave field is used for…”
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Prognosis under Uncertainty – An Idealised Computational Case Study by Worden, Keith, Manson, Graeme

“…The object of this paper is to investigate computationally the possibility of damage prognosis in a structure under the most idealised circumstances. A simple…”
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Kernel Principal Component Analysis for Structural Health Monitoring and Damage Detection of an Engineering Structure Under Operational Loading Variations by Rahim, Sharafiz Abdul, Manson, Graeme

“…This paper highlights kernel principal component analysis (KPCA) in distinguishing damage-sensitive features from the effects of liquid loading on frequency…”
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Hierarchical verification and validation in a forward model-driven structural health monitoring strategy by Wilson, James, Manson, Graeme, Gardner, Paul, Barthorpe, Robert J

“…This paper presents a demonstrative application of a forward model-driven approach to structural health monitoring (SHM), incorporating hierarchical validation…”
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Phase/frequency analysis of diffuse Lamb-wave field for fatigue-crack detection in an aluminium multi-riveted strap joint aircraft panel by Stolze, Frank H.G., Worden, Keith, Manson, Graeme, Staszewski, Wieslaw J.

“…•Diffuse Lamb-wave field is utilised for fatigue-crack detection in an aircraft panel.•Extensive experimental programme of fatigue testing is…”
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Fuzzy stability analysis of regenerative chatter in milling by Sims, Neil D., Manson, Graeme, Mann, Brian

“…During machining, unstable self-excited vibrations known as regenerative chatter can occur, causing excessive tool wear or failure, and a poor surface finish…”
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The use of pseudo-faults for damage location in SHM: An experimental investigation on a Piper Tomahawk aircraft wing by Papatheou, Evangelos, Manson, Graeme, Barthorpe, Robert J., Worden, Keith

“…The application of pattern recognition-based approaches in damage localisation and quantification will eventually require the use of some kind of supervised…”
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The use of pseudo-faults for novelty detection in SHM by Papatheou, Evangelos, Manson, Graeme, Barthorpe, Robert J., Worden, Keith

“…The main problem associated with pattern recognition based approaches to Structural Health Monitoring (SHM) is that damage localisation and quantification…”
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Uncertainty in structural dynamics by Mace, Brian R., Worden, Keith, Manson, Graeme

“…The effects of uncertainty are of growing concern in the design of engineering structures. The fact that the properties of the structure are uncertain implies…”
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The use of pseudo-faults for novelty detection in SHM: Structural Health Monitoring Theory Meets Practice by PAPATHEOU, Evangelos, MANSON, Graeme, BARTHORPE, Robert J, WORDEN, Keith

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Evaluation of Neural Network Robust Reliability Using Information-Gap Theory by Pierce, S.G., Ben-Haim, Y., Worden, K., Manson, G.

“…A novel technique for the evaluation of neural network robustness against uncertainty using a nonprobabilistic approach is presented. Conventional optimization…”
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The use of uncertainty analysis as a food waste estimation tool by Langley, Joseph, Yoxall, Alaster, Manson, Graeme, Lewis, Walter, Waterhouse, Alison, Thelwall, David, Thelwall, Sarah, Parry, Andrew, Leech, Barbara

“…Food waste going to landfill is a significant environmental issue with 33% of all food we buy simply being thrown away. Not only is this extremely wasteful but…”
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A fresh approach to sports equipment design: evolving hockey sticks using genetic algorithms by McHutchon, Mark, Manson, Graeme, Carre, Matt

“…In this paper the authors describe the first stages of developing a genetic algorithm for optimising hockey stick design. The final iteration of this algorithm…”
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Modelling traction of studded footwear on sports surfaces using neural networks by Kirk, Bob, Carrel, Matt, Haake, Stephen, Manson, Graeme

“…Traditional regression techniques have shown limited use in the development of empirical models for the traction performance quantities of studded footwear on…”
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Abstracts from the 6th International Conference on the Engineering of Sport, 10–14 July 2006, Olympic Hall, Munich, Germany: Volume 3 — Developments for innovation by Gerrits, Anton, Jones, Chris Lewis, Valero, Rafael, Müller, Maximilian, Senner, Veit, Krohn, Michael, Krueger, Andreas, Witte, Kerstin, Edelmann-Nusser, Juergen, Giannakis, Alexandros, Stricker, Claude, Kotrotsios, Giorgos, Shah, Sonali K., Podgaets, Alexander, Ockels, Wubbo, Seo, Kazuya, Stolbov, Valeriy, Belyaev, Alexey, Shumihin, Anton, Vasilenko, Sergey, Subic, Aleksandar, Paterson, Niall, Hanna, R. Keith, Moritz, Eckehard Fozzy, Justham, Laura, West, Andrew, Cubitt, Aimee C., Bramley, Alan N., Hodgkins, Philip, Rothberg, Steve, Caine, Mike, Fischer, Peter R., Nolte, Christian, McHutchon, Mark, Manson, Graeme, Carré, Matt, Sabo, Anton, Reichel, Martin, Eckelt, Markus, Kogler, Hannes, Anderson, Lauren, Fleming, Paul, Ansarifar, Ali, Dumm, Melanie, Hainzlmaier, Christian, Boerboom, Stephan, Wintermantel, Erich, Ewart, Paul D., Verbeek, C. J. R., Irander, Carl Johan, Berglund, Göran, Zaeh, Michael E., Gebhard, Paul, Kaiser, Michael, Himmel, Norbert, Hamilton, Nick, Senior, Terry, Franklin, Kathryn, Williams, Simon, Gordon, Rae, Miyazaki, Yusuke, Ujihashi, Sadayuki, Jin, Tomohiko, Akiyama, Shinichirou, CheolWoong, Ko, Schwiewagner, C., Böhm, H., Senner, V., Greenwald, Richard M., Chu, Jeffrey J., Jessiman, Alexander W., Shealy, Jasper E., Johnson, Robert J., Ettlinger, Carl F., Cork, Alex, Miyaji, Chikara, Ito, Koji, Shimizu, Jun, Baca, Arnold, Stevens, Gunnar, Wulf, Volker, Rohde, Markus, Zimmermann, Andreas, Ganter, Nico, Edelmann-Nusser, Jürgen, Wiemeyer, Josef, Henneke, Christian, Hoisl, Frank, Schönberger, Stefan, Moritz, Eckehard F., Sierksma, Gerard, Vernadakis, Nicholas, Zetou, Eleni, Avgerinos, Andreas, Giannousi, Maria, Kioumourtzoglou, Efthimis, Meyer, Imke K., Okubo, Hiroki, Hubbard, Mont, Marmo, Brett A.

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