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| 1 | Model-based and Fuzzy Logic Approaches to Condition Monitoring of Operational Wind Turbines显示文摘It is common for wind turbines to be installed in remote locations on land or offshore, leading to difficulties in routine inspection and maintenance. Further, wind turbines in these locations are often subject to harsh operating conditions. These challenges mean there is a requirement for a high degree of maintenance. The data generated by monitoring systems can be used to obtain models of wind turbines operating under different conditions, and hence predict output signals based on known inputs. A model-based condition monitoring system can be implemented by comparing output data obtained from operational turbines with those predicted by the models, so as to detect changes that could be due to the presence of faults. This paper discusses several techniques for model-based condition monitoring systems: linear models, artificial neural networks, and state dependent parameter 'pseudo' transfer functions.The models are identified using supervisory control and data acquisition(SCADA) data acquired from an operational wind firm. It is found that the multiple-input single-output state dependent parameter method outperforms both multivariate linear and artificial neural network-based approaches. Subsequently, state dependent parameter models are used to develop adaptive thresholds for critical output signals. In order to provide an early warning of a developing fault, it is necessary to interpret the amount by which the threshold is exceeded, together with the period of time over which this occurs. In this regard, a fuzzy logic-based inference system is proposed and demonstrated to be practically feasible. | Philip Cross Xiandong Ma | 2015 | International Journal of Automation and computing2015，12，1： | 3 |
| 2 | Mortality rates after subarachnoid hemorrhage:variations according to hospital case volume in 18 states显示文摘 | Cross DT 3rd Tirschwell DL Clark MA | 2003 | J Neurosurg2003，99，5： | 1 |
| 3 | Biomarkers in acute lung injury:insights into the pathogenesis of acute lung injury显示文摘 | Cross LJ Matthay MA | | 0，，2： | 1 |
| 4 | Inferior vena cava reconstruction using fresh inferior vena cava allograft following caval resection for leiomyosarcoma:midterm results显示文摘 | Guerrero MA Cross CA Lin PH | 2007 | J Vasc Surg2007，46，： | 1 |
| 5 | Non-invasive assessment of fibrosis in liver grafts due to hepatitis C virus recurrence显示文摘 | JS Cross T Jothimani D Heneghan MA | 2011 | Clin Transplant2011，25，6： | 1 |
| 6 | An experimental investigation of electromechanical response in a dielectric acrylic elastomer 显示文摘 | MA Wenhui CROSS L E | 2004 | Applied Physics A-Materials Science & Processing2004，，78： | 1 |
| 7 | Inferior vena cava recon struetion using fresh inferior vena eava allograft following eaval resection for leiomyosarcoma: midterm resuhs显示文摘 | Guerrero MA Cross CA Lin PH | 2007 | J Vase Surg2007，46，1： | 1 |
| 8 | Magnetic resonance spectroscopy: principles and applications in neurosurgery 显示文摘 | McLean MA Cross JJ | 2009 | British journal of neurosurgery2009，，1： | 1 |
| 9 | Rapid Analysis of Angiogenesis Drugs in a Live Fluorescent Zebrafish,Assay显示文摘 | CROSS LM COOK MA LIN s | 2003 | Arterioscler Thromb Vasc Biol2003，23，5： | 1 |
| 10 | Biomarkers in acute lung injury: insights into the pathogenesis of acute lung injury 显示文摘 | Cross I_J Matthay MA | 2011 | Crit Care Clin2011，27，： | 1 |
| 11 | Biomarkers in acute lung injury: in- sights into the pathogenesis of acute lung injury 显示文摘 | Cross LJ Matthay MA | 2011 | Crit Care Clin2011，27，2： | 1 |
| 12 | PPARgam- ma-regulated tight junction development during human urothelial cytodifferentiation显示文摘 | Varley CL Garthwaite MA Cross W | 2006 | J Cell Physiol2006，208，： | 1 |
| 13 | Influence of produc- tion conditions on the yield and environmental stability of biochar 显示文摘 | Ondrej Ma~ek Peter Brownsort Andrew Cross | 2013 | Fuel2013，103，： | 1 |
| 14 | Prevention of increase in blood pressure and left ventricular mass and remodeling of resistance arteries in young New Zealand genetically hypertension rats: the effects of chronic treatment with valsartan, enalapril and felodipine显示文摘 | Ledingham JM Phelan EL Cross MA | 2000 | J Vasc Rew2000，37，： | 1 |
| 15 | Synovial fluid neu- trophils transcribe and express class II major his tocompati2 bility complex molecules in rheumatoid arthritis显示文摘 | Cross A Bucknall RC Cassatella MA | 2003 | Arthritis Rheum2003，48，： | 1 |
| 16 | Rapid analysis of angiogenesis drugs in a live fluorescent zehrafish assay显示文摘 | Cross LM Cook MA Lin S | 2003 | Arterioscler Thromb Vase Biol2003，23，： | 1 |
| 17 | Rapid analysis of angiogenesis drugs in a live fluorescent zebrafish assay显示文摘 | Cross LM Cook MA Lin S | 2003 | Arterioscler Thromb Vasc Biol2003，23，5： | 1 |
| 18 | Mortality Rates af ter Subarachnoid Hemor-rhage: Variations According to; Hos pitalCase Volume in 18 States显示文摘 | Cross DT Tirschwell DL Clark MA | 2003 | Neurosurg2003，99，： | 1 |
| 19 | Influence of production conditions on the yield and environmental stability of biochar显示文摘 | Ma?ek O Brownsort P Cross A | 2013 | Fuel2013，103，1： | 1 |
| 20 | The lineage commitment of haemopoietic progenitor cell显示文摘 | Enver T | 1997 | Curr Opin Genet Dev1997，7，： | 1 |
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