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Introducing System Identification Strategy into Model Predictive Control

Journal of Systems Science & Complexity 2020年第5期33卷 1402-1421页

作者： WANG Jianhong ricardo A.Ramirez-Mendoza jorge de J Lozoya Santos School of Electronic Engineering and Automation Jiangri University of Science and TechnologyGanzhou343000China School of Engineering and Sciences Tecnologico de MonterreyMonterreyAve.Eugenio Garza Sada 2501MonterreyN.L.64849Merico

As system identification theory and model predictive control are belonged to two different research fields separately,so one gap exists between these two *** alleviate this gap between them,one new idea proposed in this paper is to introduce system identification theory into model predictive *** the most important element in model predictive control is the prediction of the output value for a nonlinear system,then the problem of deriving the prediction of the output value can be achieved by system identification *** specifically,a Bayesian approach is applied for the nonparametric estimation by modeling the prediction as realizations of zero mean random *** comparing this kind of prediction corresponding to this Bayesian approach and the former direct weight optimization identification for nonlinear system,the authors see that if the unknown weights are chosen appropriately,these two approaches are equivalent to each *** on the obtained prediction of the output value,the authors substitute this prediction of the output value into one cost function of model predictive control,and then a quadratic programming problem with inequality constraints is *** to solve this quadratic programming problem,a detailed process about how to derive its dual form is *** the dual problem has a simple constraint set,it is amenable to the use of the common Gauss-Seidel algorithm,whose convergence can be shown ***,one simulation example confirms the proposed theoretical results.

关键词： Equivalence model predictive control nonparametric estimation system identification

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COVID-19 research:pandemic versus“paperdemic”,integrity,values and risks of the“speed science”

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Forensic Sciences Research 2020年第2期5卷 174-187页

作者： ricardo jorge Dinis-Oliveira Department of Public Health and Forensic Sciences and Medical EducationFaculty of MedicineUniversity of PortoPortoPortugal Department of Sciences IINFACTS-Institute of Research and Advanced Training in Health Sciences and TechnologiesUniversity Institute of Health Sciences(IUCS)CESPUCRLGandraPortugal UCIBIO-REQUIMTE Laboratory of ToxicologyDepartment of Biological SciencesFaculty of PharmacyUniversity of PortoPortoPortugal

Scientific integrity is a learned *** researchers and students learn integrity in laboratories or in the classroom,they are empowered to use similar principles in other aspects of their *** commentary reviews the concepts related to scientific integrity at a time when science faces important challenges related to the increase number of articles produced regarding research on coronavirus disease 2019(COVID-19).Severe acute respiratory syndrome coronavirus 2(SARS-CoV-2)has ignited another parallel viral pandemic,with science ranging from robust studies to dishonest studies being conducted,posted,and shared at an unprecedented rate.A balance is needed between the benefits of the rapid access to new scientific data and the threat of causing panic or erroneous clinical decisions based on mistakes or *** truth is that the“scientific research has changed the world”but now,and more than ever,“it needs to change itself”.A pandemic with a“paperdemic”will be even more complicated to manage if it progresses in an uncontrolled manner and is not properly scrutinized.

关键词： SARS-CoV-2 COVID-19 research and academic integrity peer review pandemic paperdemic

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Epigenomic mediation after adverse childhood experiences:a systematic review and meta-analysis

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Forensic Sciences Research 2021年第2期6卷 103-114页

作者： Inês Neves ricardo jorge Dinis-Oliveira Teresa Magalhaes Department of Public Health and Forensic Sciences and Medical EducationFaculty of MedicineUniversity of PortoPortoPortugal IINFACTS-Institute of Research and Advanced Training in Health Sciences and Technologies Department of SciencesUniversity Institute of Health Sciences(IUCS)CESPUCRLGandraPortugal UCIBIO REQUIMTELaboratory of ToxicologyDepartment of Biological SciencesFaculty of PharmacyUniversity of PortoPortoPortugal

Epigenetic mechanisms are potential mediators of the physiological response to abuse by altering the genetic predisposition of the cellular response to the environment,leading to changes in the regulation of multiple organ *** study was established to review the epigenetic mechanisms associated with childhood abuse as well as the long-term deter-minants that these epigenetic changes may have on future *** retrospectively ana-lysed the effect of exposure to adverse childhood experiences(ACEs,specifically those relating to childhood maltreatment)between the ages of 0 and 16years on the human epi-genome,as well as possible clinical *** meeting inclusion and exclusion crite-ria,36 articles were included in this systematic *** of these studies did not find a relationship between childhood maltreatment and DNA *** the remaining 28 studies,nine were genome-wide association studies,whereas the rest were candidate gene studies,mainly studying effects on neuroendocrine,serotoninergic and immunoregulatory ***-analysis of correlation coefficients from candidate gene studies estimated an association of childhood adversity and DNA methylation variation at r=0.291(P<0.0001),and meta-analysis of two epigenome-wide association studies(EWASs)identified 44 differen-tially methylated CpG *** conclusion,childhood maltreatment may mediate epigenetic mechanisms through DNA methylation,thereby affecting physiological responses and con-ferring a predisposition to an increased risk for psychopathology and forensic *** evidence for somatic illnesses is not yet available.

关键词： Forensic sciences forensic genetics child abuse DNA methylation epigenetics meta-analysis mental illness HPA axis

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A Review of Recent Advances in Hybrid Natural Fiber Reinforced Polymer Composites

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Journal of Renewable Materials 2022年第3期10卷 561-589页

作者： jorge Neto Henrique Queiroz ricardo Aguiar Rosemere Lima Daniel Cavalcanti Mariana Doina Banea Federal Centre of Technological Education in Rio de Janeiro(CEFET/RJ) Rio de JaneiroBrazil

Natural fiber reinforced polymer composites(NFRCs)have demonstrated great potential for many different applications in various industries due to their advantages compared to synthetic fiber-reinforced composites,such as low environmental impact and low ***,one of the drawbacks is that the NFRCs present relatively low mechanical properties and the absorption of humidity due to the hydrophilic characteristic of the natural *** method to increase their performance is ***,understanding the properties and potential of using multiple reinforcement’s materials to develop hybrid composites is of great *** paper provides an overview of the recent advances in hybrid natural fiber reinforced polymer ***,the main factors that affect the performance of hybrid fiber-reinforced composites were briefly *** effect of hybridization on the mechanical and thermal properties of hybrid composites reinforced with several types of natural fibers(i.e.,sisal,jute,curauá,ramie,banana,etc.)or natural fibers combined with synthetic fibers is ***,the water absorption behaviour of hybrid fiber-reinforced composites is also *** was con-cluded that the main challenges that need to be addressed in order to increase the use of natural-natural or natural-synthetic hybrid composites in industry are the poor adhesion between natural fibers and matrix,thermal stability and moisture absorption of natural *** of these challenges were addressed by recent develop-ment in fibers treatment and modification,and product innovation(hybridization).

关键词： Natural fiber composites(NFC) hybrid composites mechanical properties thermal properties water absorption

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Guidelines for Collection of Biological Samples for Clinical and Forensic Toxicological Analysis

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Forensic Sciences Research 2016年第1期1卷 42-51页

作者： ricardo jorge Dinis-Oliveira Duarte Nuno Vieira Teresa Magalhaes Department of Legal Medicine and Forensic Sciences Faculty of MedicineUniversity of PortoPortoPortugal Department of Sciences IINFACTS–Institute of Research and Advanced Training in Health Sciences and TechnologiesUniversity Institute of Health Sciences(IUCS)CESPUCRLGandraPortugal UCIBIO-REQUIMTE Laboratory of ToxicologyDepartment of Biological SciencesFaculty of PharmacyUniversity of PortoPortoPortugal Faculty of Medicine University of CoimbraPortoPortugal

This article aims to review general procedures for sampling of routinely collected as well as on alternative samples that may provide additional information regarding *** approaches may be applied whenever sample collection for clinical and forensic toxicology is required and should be considered as general guidelines that must be adapted to each specific *** is expected that this article will help toxicologists and other forensic experts to accomplish their mission,since the toxicological result is first influenced by the quality and quantity of the sample available for *** guidelines were approved by the European Council of Legal Medicine.

关键词： Forensic science forensic toxicology samples collection guidelines kits and labelling storage and preservation

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Fractional Square Functions and Potential Spaces, Ⅱ

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Acta Mathematica Sinica,English Series 2015年第11期31卷 1759-1774页

作者： jorge J.BETANCOR Juan C.FARIA Lourdes RODRIGUEZ-MESA ricardo TESTONI Jos L.TORREA Departamento de Anlisis Matemtico Universidad de La Laguna Campus de Anchieta Avda.Astrofísico Francisco Snchez 38271 La Laguna (Sta.Cruz de Tenerife) Spain Departamento de Matemtica Universidad Nacional del Sur Avda. Alem 1253 8000 Bahía BlancaBuenos Aires Argentina Departamento de Matem'aticas Universidad Autónoma de Madrid ICMAT-CSIC-UAM-UCM-UC3MCiudad Universitaria de Canto Blanco 28049 Madrid Spain

In this paper, we study fractional square functions associated with the Poisson semigroup for SchrSdinger operators. We characterize the potential spaces in the SchrSdinger setting by using vertical, area and gλ, fra... 详细信息

关键词： g-function Schrodinger operator potential space

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Monitoring Heat Waves and Their Impacts on Summer Crop Development in Southern Brazil

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Agricultural Sciences 2014年第4期5卷 353-364页

作者： Anibal Gusso jorge ricardo Ducati Mauricio Roberto Veronez Victor Sommer Luiz Gonzaga da Silveira Junior Environmental Engineering Vale do Rio dos Sinos University(UNISINOS)Sao LeopoldoBrazil Center for Remote Sensing and Meteorological Research Federal University of Rio Grande do Sul(UFRGS)Porto AlegreBrazil VizLab-Advanced Visualization Laboratory Vale do Rio dos Sinos University(UNISINOS)Sao LeopoldoBrazil Astronomy Department Federal University of Rio Grande do Sul(UFRGS)Porto AlegreBrazil Graduate Program in Geology Vale do Rio dos Sinos University(UNISINOS)Sao LeopoldoBrazil Crop Breeding Foundation(Fundacao Pró-Sementes) Passo FundoBrazil Graduate Program in Applied Computing Vale do Rio dos Sinos University(UNISINOS)São LeopoldoBrazil

Periods in the soybean summer cycle that are sensitive to the occurrence of high temperatures were studied. An analysis was performed on the variability of soybean yields associated with crop canopy temperatures during key development periods. A land surface temperature (LST) data series from MODIS (Moderate Resolution Imaging Spectroradiometer) on the Aqua satellite was processed between 2003 and 2012 that covered the entire state of Rio Grande do Sul, in Brazil. Enhanced vegetation index (EVI) data from MODIS on the Terra satellite were used to monitor the LST during different phenological stages. Spatially interpolated maps of soybean yield distributions were generated using data obtained from Instituto Brasileiro de Geografia e Estatística (IBGE) at state and municipality levels. The results indicate that canopy-LST occurrence in mid-February, during the grain filling, is most correlated to yield reduction (R2 = 0.82 and RMSD = 14.4%). At the state level, the average yield is 2003 kg·ha-1 with a standard deviation of 308 kg·ha-1. The overall average of the canopy-LST is 305.0 K (31.8°C) with a standard deviation of 1.9 K. The slope of the downward linear relationship between canopy-LST and yield was -28.7%. These results indicate that monitoring heat wave events can provide important information for characterising agriculture vulnerability.

关键词： Land Surface Temperature Soybean Remote Sensing Canopy Vegetation Index MODIS Data

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Diversity of the Formicidae (Hymenoptera) carrion communities in Lisbon (Portugal): preliminary approach as seasonal and geographic indicators

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Forensic Sciences Research 2018年第1期3卷 65-73页

作者： António Neto-Silva ricardo jorge Dinis-Oliveira Catarina Prado e Castro Department of Public Health Forensic Sciences and Medical EducationFaculty of MedicineUniversity of PortoPortoPortugal Department of Sciences IINFACTS-Institute of Research and Advanced Training in Health Sciences and TechnologiesUniversity Institute of Health Sciences(IUCS)CESPUCRLGandraPortugal UCIBIO REQUIMTE-Laboratory of ToxicologyDepartment of Biological SciencesFaculty of PharmacyUniversity of PortoPortoPortugal Department of Life Sciences Centre for Functional EcologyUniversity of CoimbraCoimbraPortugal

The value of the Formicidae (Insecta,Hymenoptera) community in forensic investigations is poorly studied in *** order to better understand the structure and dynamics of this group of insects in cadavers and their putative value in forensic investigations,studies were carried out in Lisbon area during one *** carcasses were used as a model of human *** entomofauna attracted to the carcasses was collected over a period of about 2 months in each season of the *** collection of ants was performed at regular intervals,daily in the first 23 days and then with intervals of 2,3 or 5 days until the end of the *** stages of cadaveric decomposition were recognized with the ants being present in all of *** hundred and nine specimens were captured: 7 in autumn,6 in winter,90 in spring and 206 in *** specimens belong to three subfamilies and seven different *** of them had never been mentioned before as being associated to cadavers in this geographical *** and summer had the greater diversity of species and a larger number of *** luteus was the dominant species in spring and Tapinoma nigerrimum in *** the information of other similar studies carried out in the Iberian Peninsula,the sarcosaprophagous Formicidae community found in Lisbon is unique and different from other studied locations,which supports the need to perform regional *** results shown that ants do not present a definite pattern of succession,but some species have the potential to be seasonal or geographic indicators.

关键词： Forensic science forensic entomology Formicidae sarcosaprophagous community decomposition process postmortem interval seasonal study

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Spectral Model for Soybean Yield Estimate Using MODIS/EVI Data

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International Journal of Geosciences 2013年第9期4卷 1233-1241页

作者： Anibal Gusso jorge ricardo Ducati Mauricio Roberto Veronez Damien Arvor Luiz Gonzaga da Silveira Jr. Environmental Engineering UNISINOSSao LeopoldoBrazil Remote Sensing Center and Astronomy Department UFRGSPorto AlegreBrazil Graduate Program in Geology UNISINOSSao LeopoldoBrazil Institut de Recherche Pour le Developpement(IRD) MontpellierFrance Graduate Program in Applied Computing UNISINOSSao LeopoldoBrazil

Attaining reliable and timely agricultural estimates is very important everywhere, and in Brazil, due to its characteristics, this is especially true. In this study, estimations of crop production were made based on the temporal profiles of the Enhanced Vegetation Index (EVI) obtained from Moderate Resolution Imaging Spectroradiometer (MODIS) images. The objective was to evaluate the coupled model (CM) performance of crop area and crop yield estimates based solely on MODIS/EVI as input data in Rio Grande do Sul State, which is characterized by high variability in seasonal soybean yields, due to different crop development conditions. The resulting production estimates from CM were compared to official agricultural statistics of Brazilian Institute of Geography and Statistics (IBGE) and the National Company of Food Supply (CONAB) at different levels from 2000/2001 to 2010/2011 crop years. Results obtained with CM indicate that its application is able to generate timely production estimates for soybean both at municipality and local levels. Validation estimates with CM at State level obtained R2 = 0.95. Combining all cropping years at municipality level, estimates were highly correlated to official statistics from IBGE, with R2 = 0.91 and RMSD = 10,840 tons. Spatially interpolated comparisons of yield maps obtained from the CM estimates and IBGE data also showed visual similarity in their spatial distribution. Local level comparisons were performed and presented R2 = 0.95. Implications of this work point out that time-series analysis of production estimates are able to provide anticipated spatial information prior to the soybean harvest.

关键词： Remote Sensing Coupled Model Soy Yield Forecast Satellite Images

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Estimation of rainfall thresholds for shallow landslides in the Sierra Madre Oriental, northeastern Mexico

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Journal of Mountain Science 2020年第7期17卷 1565-1580页

作者： jorge A.Salinas-Jasso Fernando Velasco-Tapia Ignacio Navarro de León ricardo A.Salinas-Jasso Efraín Alva-Nino Facultad de Ciencias de la Tierra Universidad Autónoma de Nuevo LeónEx-Hacienda de Guadalupe km 8.Carr.Linares-Cerro PrietoLinaresN.L.67700México Secretaría de Desarrollo Sustentable de Nuevo León Washington #2000Col.ObreraMonterreyN.L.64010México

Landslides induced by prolonged rainfalls are frequent mass movements along the northeastern portion of the Sierra Madre Oriental in Mexico,causing significant damage to *** this work,we have studied the connection between rainfall and landslides in the Santa Rosa Canyon,a catchment located in the northeastern Mexico.A landslide database triggered by major storms and hurricanes that have hit the region over the past 30 years was analyzed.A total of 92 rainfall events in the Santa Rosa Canyon were studied to determine the amount of precipitation needed to trigger shallow *** each event the duration(D,in hours)and the cumulated rainfall event(E,in mm)were determined by using historical rainfall data from weather stations located near the study *** have proposed an ED threshold for rainfall-induced landslides with durations 0.5

关键词： Shallow landslides Cumulated rainfall Rainfall thresholds Northeastern Mexico Early warning systems.

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