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| 1 | Smart Cutting Tools and Smart Machining: Development Approaches, and Their Implementation and Application Perspectives显示文摘Smart machining has tremendous potential and is becoming one of new generation high value precision manufacturing technologies in line with the advance of Industry 4.0 concepts. This paper presents some innovative design concepts and, in particular, the development of four types of smart cutting tools, including a force-based smart cutting tool, a temperature-based internally-cooled cutting tool, a fast tool servo(FTS) and smart collets for ultraprecision and micro manufacturing purposes. Implementation and application perspectives of these smart cutting tools are explored and discussed particularly for smart machining against a number of industrial application requirements. They are contamination-free machining,machining of tool-wear-prone Si-based infra-red devices and medical applications, high speed micro milling and micro drilling, etc. Furthermore, implementation techniques are presented focusing on:(a) plug-and-produce design principle and the associated smart control algorithms,(b) piezoelectric film and surface acoustic wave transducers to measure cutting forces in process,(c) critical cutting temperature control in real-time machining,(d) inprocess calibration through machining trials,(e) FE-based design and analysis of smart cutting tools, and(f) application exemplars on adaptive smart machining. | Kai Cheng Zhi-Chao Niu Robin C.Wang Richard Rakowski Richard Bateman | 2017 | Chinese Journal of Mechanical Engineering2017，30，5： | 4 |
| 2 | Disentangling multiple scattering with deep learning:application to strain mapping from electron diffraction patterns显示文摘A fast,robust pipeline for strain mapping of crystalline materials is important for many technological applications.Scanning electron nanodiffraction allows us to calculate strain maps with high accuracy and spatial resolutions,but this technique is limited when the electron beam undergoes multiple scattering.Deep-learning methods have the potential to invert these complex signals,but require a large number of training examples.We implement a Fourier space,complex-valued deep-neural network,FCU-Net,to invert highly nonlinear electron diffraction patterns into the corresponding quantitative structure factor images.FCU-Net was trained using over 200,000 unique simulated dynamical diffraction patterns from different combinations of crystal structures,orientations,thicknesses,and microscope parameters,which are augmented with experimental artifacts.We evaluated FCU-Net against simulated and experimental datasets,where it substantially outperforms conventional analysis methods.Our code,models,and training library are open-source and may be adapted to different diffraction measurement problems. | Joydeep Munshi Alexander Rakowski Benjamin H.Savitzky Steven E.Zeltmann Jim Ciston Matthew Henderson Shreyas Cholia Andrew M.Minor Maria K.Y.Chan Colin Ophus | 2022 | npj Computational Materials2022，，1： | 2 |
| 3 | Long-term outcome in patients with apical hypertrophic cardiomyopathy显示文摘 | Maria J Eriksson Brian Sonnenberg Anna Woo Paul Rakowski Thomas G Parker E.Douglas Wigle Harry Rakowski | 2002 | Journal of the American College of Cardiology2002，，4： | 2 |
| 4 | Power Doppler imaging in the evaluation of extracranial vertebral artery compression in patients with vertebrobasilar insufficiency显示文摘 | Jargiello T Pietura R Rakowski P | 1998 | Eur J Ultrasound1998，8，3： | 1 |
| 5 | Canadian consensus recommendations for the measurment and repoting of diastolic dysfunction by echocardiography:from the investigators of consensus diastolic disfunction by echocardiography显示文摘 | Rakowski H Appliton C Chan KL | 1996 | J Am Soc Echocardiogr1996，9，： | 1 |
| 6 | Are cortical tubers epileptogenic? Evidence from electrocorticography 显示文摘 | Major P Rakowski S Simon M V | 2009 | Epilepsia2009，50，1： | 1 |
| 7 | The oxidation of metal alloy foils in the presence of water vapor显示文摘 | James M Rakowski | 2004 | Journal of Engineering for Gas Turbines and Power2004，，126： | 1 |
| 8 | Convergence And Divergence In The Informal Sector Debate显示文摘 | Rakowski C | 1994 | A Focus On Lain America 1984 -19921994，12，4： | 1 |
| 9 | A model of influenza virus spread as a function of temperature and humidity 显示文摘 | Zuk T Rakowski F Radomski J P | 2009 | Computational Biology and Chemistry2009，33，2： | 1 |
| 10 | Probabilistic model of influenza virus transmissibility at various temperature and humidity conditions 显示文摘 | Zuk T Rakowski F Radomski J P | 2009 | Computational Biology and Chemistry2009，33，4： | 1 |
| 11 | Rapid indexing of the sunblotch disease of avocados using a complementary DNA probe to avocado sunblotch viroid显示文摘 | Palukaitis P A G Rakowski D Alexander | 1981 | Ann Appl Biol1981，98，： | 1 |
| 12 | Mutations of the beta myosin heavy chain gene in hypertrophic cardiomyopathy:critical functional sites determine prognosis显示文摘 | WOO A RAKOWSKI H LIEW J C | 2003 | Heart2003，89，10： | 1 |
| 13 | Effect of altitude training on the peroxidation and antioxidant enzymes in sportsmen显示文摘 | ALINA WOZNIAK GERARD DREWA GABRIEL CHESY ANDRZEJ RAKOWSKI MALGORZATA ROZWODOWSKA DOROTA OLSZEWSKA | 2001 | Medicine and Science in Sports and Exercise2001，，7： | 1 |
| 14 | The role of echocardiography in hyper-trophic cardiomyopathy显示文摘 | Williams LK Gruner CH Rakowski H | 2015 | Curr Cardiol Rep2015，17，2： | 1 |
| 15 | Hypertrophic cardiomyopathy: clinical spectrum and treatment显示文摘 | Wigle ED Rakowski H Kimball BP | 1995 | Circulation1995，92，： | 1 |
| 16 | Robotic-assisted resection of liver and diaphragm recurrent ovarian carcinoma: description of technique显示文摘 | Holloway RW Brudie LA Rakowski JA | 2011 | Gynecol Onco12011，120，3： | 1 |
| 17 | Effect of bilayer period on properties of Cr/CrN multilayer coatings produced by laser ablation显示文摘 | Kot M Rakowski W A Mjor L | 2008 | Surface & Coatings Technology2008，202，： | 1 |
| 18 | Isolates of citrus exocortis viroid recovered by host and tissue selection显示文摘 | Semancik J S Szychowski J A Rakowski AG | 1993 | J Gen Virol1993，74，11： | 1 |
| 19 | Family caregivers of older adults:Improving helping skills显示文摘 | Clark N Rakowski W | 1983 | The Gerontologist1983，23，： | 1 |
| 20 | Relationship between chronic obstructive pulmonary disease and in-hospital management and outcomes in patients with acute myocardial infarction显示文摘 | Dziewierz A Siudak Z Rakowski T | 2010 | Kardiol Pol2010，68，3： | 1 |
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