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| 1 | Autoregressive neural networks with exogenous variables for indoor temperature prediction in buildings显示文摘Thermal models of buildings are helpful to forecast their energy use and to enhance the control of their mechanical systems.However,these models are building-specific and require a tedious,error-prone and time-consuming development effort relying on skilled building energy modelers.Compared to white-box and gray-box models,data-driven(black-box)models require less development time and a minimal amount of information about the building characteristics.In this paper,autoregressive neural network models are compared to gray-box and black-box linear models to simulate indoor temperatures.These models are trained,validated and compared to actual experimental data obtained for an existing commercial building in Montreal(QC,Canada)equipped with roof top units for air conditioning.Results show that neural networks mimic more accurately the thermal behavior of the building when limited information is available,compared to gray-box and black-box linear models.The gray-box model does not perform adequately due to its under-parameterized nature,while the linear models cannot capture non-linear phenomena such as radiative heat transfer and occupancy.Therefore,the neural network models outperform the alternative models in the presented application,reaching a coefficient of determination R2 up to 0.824 and a root mean square error down to 1.11℃,including the error propagation over time for a 1-week period with a 5-minute time-step.When considering a 50-hour time horizon,the best neural networks reach a much lower root mean square error of around 0.6℃,which is suitable for applications such as model predictive control. | Benoit Delcroix Jérôme Le Ny Michel Bernier Muhammad Azam Bingrui Qu Jean-Simon Venne | 2021 | Building Simulation2021，14，1： | 3 |
| 2 | 最新治疗可延迟艾森门格综合征患者需要移植的时间显示文摘Aims: Advanced therapies(prostacyclin analogues, endothelin receptor antagonists) are successfully used in the treatment of idiopathic pulmonary arterial hypertension. In addition, patients with the Eisenmenger syndrome(ES) seem to benefit from these news drugs regarding symptoms, but there is still no evidence for changes in outcome. Methods and results: The clinical course of 43 patients(M/F 13/30, age 34.0±12.7 years), registered with unstable ES in our database, was retrospectively analysed. These patients were divided into two groups: those treated with and those treated without advanced therapy. The primary endpoint was defined as death from any cause. Death or inscription on the active waiting list of heart-lung transplantation was considered as secondary endpoint. Kaplan-Meier survival and log rank testing were performed to determine differences in outcome between the two groups. The total cohort was followed for a median period of 4.9(range 0.2-14.9) years. Mean survival time for patients treated with(n=26) and without(n=17) advanced therapy therapies were 8.5±1.5 and 8.5±0.9 years, respectively(log rank testing, P=0.31). However, the mean time to death or inscription on the active waiting list was significantly longer for patients treated with advanced therapy when compared with those without(7.8±1.0 vs. 3.4±0.9 years, P=0.006). Conclusion: For the given follow-up period, no improvement in survival time could be documented in adult patients with unstable ES treated with advanced therapy. However, we might suggest with these data that the need for heart-lung transplantation can be substantially delayed with new drugs. | Adriaenssens T. Delcroix M. Van Deyk K. Budts W. 郭俊 | 2006 | 世界核心医学期刊文摘(心脏病学分册)2006，，12： | 2 |
| 3 | Tracheotomy:elinieal review and guidelines显示文摘 | De Leyn P Bedert L Delcroix M | 2007 | Eur J Cardiothorac Surg2007，32，3： | 1 |
| 4 | Tracheotomy: clinical review and guidelines显示文摘 | De Leyn P Bedert L Delcroix M | 2007 | Eur J Cardiothorac Surg2007，32，3： | 1 |
| 5 | Influence of milling condition on the FeAI intermetallic formation by mechanical alloying显示文摘 | Wolski K Le C G Delcroix P | 1996 | Materials Science and Engineering1996，207，1： | 1 |
| 6 | Updated Clinical Classification of Pulmonary Hypertension显示文摘 | Gérald Simonneau Ivan M. Robbins Maurice Beghetti Richard N. Channick Marion Delcroix Christopher P. Denton C. Gregory Elliott Sean P. Gaine Mark T. Gladwin Zhi-Cheng Jing Michael J. Krowka David Langleben Norifumi Nakanishi Rogério Souza | 2009 | Journal of the American College of Cardiology2009，，1： | 1 |
| 7 | High-energy ball-milling of alloys and compounds 显示文摘 | Caer G L Delcroix P Begin-colin S | 2002 | Hyperfine Interactions2002，14，14： | 1 |
| 8 | Histologic,Biomechanical,and Biological Evaluation of Fan-Folded Iliotibial Band Allografts for Anterior Cruciate Ligament Reconstruction显示文摘 | Delcroix G J R Kaimrajh D N Baria D | 2013 | The Journal of Arthroscopic&Related Surgery2013，29，4： | 1 |
| 9 | Tracheostomy: clinical review and guidelines显示文摘 | De Leyn P Bedert L Delcroix M | 2007 | Eur J Cardiothorc Surg2007，32，3： | 1 |
| 10 | Tracheotomy: clinical review and guidelines 显示文摘 | De Leyn P Bedert L Delcroix M | 2007 | Eur J Cardiothorac Surg2007，32，3： | 1 |
| 11 | Reconstruction of large posttraumatic skeletal defects of the forearm by vascularized free fibular graft 显示文摘 | Adani R Delcroix L lnnoeentiM | 2004 | Microsurgery2004，24，6： | 1 |
| 12 | Glycosidase activities of three enological yeast strains during winemaing: effect on the terpenol content of muscat wine显示文摘 | Delcroix A Gunata Z Sapis J C | 1994 | Am J Enol Vitic1994，，： | 1 |
| 13 | Vascularized proximal fibular epiphyseal transfer for distal radial reconstruction显示文摘 | Innocenti M Delcroix L Manfrini M | 2004 | J Bone Joint Surg Am2004，86，： | 1 |
| 14 | Influence of milling conditions on the FeAl intermetallic formation by mechanical alloying显示文摘 | Wolski K Le Caer G Delcroix P | 1996 | Materials Science & Engineering1996，207，1： | 1 |
| 15 | Effects of beraprost sodium, an oral prostacyclin analogue, in patients with pulmonary arterial hypertension: a randomized, double-blind, placebo-controlled trial显示文摘 | Nazzareno Galiè Marc Humbert Jean-Luc Vachiéry CarmineDario Vizza Meinhard Kneussl Alessandra Manes Olivier Sitbon Adam Torbicki Marion Delcroix Robert Naeije Marius Hoeper Ari Chaouat Sophie Morand Bruno Besse Gerald Simonneau | 2002 | Journal of the American College of Cardiology2002，，9： | 1 |
| 16 | Seasonal and interannual variations of sea-surface salinity in the tropical Pacific Ocean显示文摘 | DELCROIX T HENIN C | 1991 | J Geophys Res1991，96，22： | 1 |
| 17 | Suppression of late reverberation effect on speech signal using hmg-term multiple-step linear prediction 显示文摘 | Kinoshita K Delcroix M Nakatani T | 2009 | Audio Speech and Language Processing IEEE Transactions on2009，17，4： | 1 |
| 18 | A Bayesian network for recurrent multi-criteria and multi-attribute decision problems: Choosing a manual wheelchair显示文摘 | Delcroix V | 2013 | Expert Systems with Applications2013，40，7： | 1 |
| 19 | Nerve growth factor modulates the activation status and fast axonal transport of erk1/2 in adult nociceptive neurons显示文摘 | Averill S Delcroix JD Michael GJ | 2001 | Mol Cell Neurosci2001，18，2： | 1 |
| 20 | Tracheotomy: clinical review and guidelines显示文摘 | DE LEYN P BEDERT L DELCROIX M | 2007 | Euro-pean J Cardiothorac Surg2007，32，： | 1 |
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