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A framework for computer vision-based health monitoring of a truss structure subjected to unknown excitations

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Earthquake Engineering and Engineering Vibration 2023年第1期22卷 1-17页

作者： Mariusz Ostrowski Bartlomiej Blachowski Bartosz Wójcik mateusz Żarski Piotr Tauzowski Łukasz jankowski Institute of Fundamental Technological Research Polish Academy of SciencesWarsawPoland Silesian University of Technology GliwicePoland Institute of Theoretical and Applied Informatics Polish Academy of SciencesGliwicePoland

Computer vision(CV)methods for measurement of structural vibration are less expensive,and their application is more straightforward than methods based on sensors that measure physical quantities at particular points of a ***,CV methods produce significantly more measurement ***,computer vision-based structural health monitoring(CVSHM)requires appropriate methods of damage assessment that are robust with respect to highly contaminated measurement *** this paper a complete CVSHM framework is proposed,and three damage assessment methods are *** first is the augmented inverse estimate(AIE),proposed by Peng et *** *** method is designed to work with highly contaminated measurement data,but it fails with a large noise provided by CV *** second method,as proposed in this paper,is based on the AIE,but it introduces a weighting matrix that enhances the conditioning of the *** third method,also proposed in this paper,introduces additional constraints in the optimization process;these constraints ensure that the stiffness of structural elements can only *** proposed methods perform better than the original *** latter of the two proposed methods gives the best results,and it is robust with respect to the selected coefficients,as required by the algorithm.

关键词： computer vision structural health monitoring physics-based graphical models augmented inverse estimate model updating non-negative least square method

Available for millions of years but discovered through the last decade:Insects as a source of nutrients and energy in animal diets

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Animal Nutrition 2022年第4期11卷 60-79页

作者： Bartosz Kieronczyk mateusz Rawski Zuzanna Mikołajczak Natalia Homska Jan jankowski Katarzyna Ognik Agata Jozefiak Jan Mazurkiewicz Damian Jozefiak Department of Animal Nutrition Poznan University of Life SciencesPoznanPoland Laboratory of Inland Fisheries and Aquaculture Department of ZoologyPoznan University of Life SciencesPoznanPoland Department of Poultry Science University of Warmia and MazuryOlsztynPoland Department of Biochemistry and Toxicology Faculty of Animal Sciences and BioeconomyUniversity of Life Sciences in LublinLublinPoland Department of Preclinical Sciences and Infectious Diseases Poznan University of Life SciencesPoznanPoland

The aim of this review is to present and discuss the most recent literature about the processing of insect biomass and its impact on nutritive value,further implementation of meals and fats derived from invertebrates to livestock(poultry and swine),aquaculture(salmonids),and companion animal diets and their impact on growth performance,metabolic response,and gastrointestinal microbiota ***,the most important barriers to obtaining unified products in terms of their nutritive value are considered,i.e.,to define insects'nutrient requirements,including various technological groups and further biomass processing(slaughtering,drying,and storage).Due to the current limitation in the insect production process consisting of the lack of infrastructure,there is stress on the relatively small amount of insect products added to the animal diets as a functional feed ***,only in the case of pet nutrition may insects be considered a full replacement for commonly used environmentally harmful and allergenic ***,the least information has been published on this ***,more scientific data are needed,particularly when the pet food branch and insect-based diets are rapidly growing.

关键词： Insect protein Poultry Pig Fish Pet Nutritive value

The effect of the dietary inclusion of pea seeds of colored-flowered and white-flowered varieties on gastrointestinal function in turkeys

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Animal Nutrition 2022年第3期10卷 167-177页

作者： Zenon Zdunczyk Dariusz Mikulski Jan jankowski Bogdan A.Slominski Jerzy Juskiewicz Institute of Animal Reproduction and Food Research Polish Academy of SciencesOlsztyn 10-748Poland Department of Poultry Science and Apiculture University of Warmia and MazuryOlsztyn 10-718Poland Department of Animal Science University of ManitobaWinnipeg R3T 2N2Canada

This study investigated the effects of dietary replacement of soybean meal(SBM)with graded levels of pea seeds(PS)on the gastrointestinal function of *** of 2 pea varieties,a colored-flowered variety and a white-flowered variety(CFP and WFP,respectively)were fed to 56-d-old birds for 8 wk.A total of 539 female Hybrid turkeys were allocated to 7 groups,each group consisted of 7 pens with 11 birds per *** experiment had a 2-factorial design,with 3 dietary inclusion levels of PS(100,200 and 300 g/kg)and 2 pea varieties(CFP and WFP).The control group(diets without PS)was compared with CFP and WFP treatments by simple contrast *** comparison with CFP seeds,WFP seeds contained 7-fold less tannins(0.67 vs.4.66 g/kg)and less non-starch polysaccharides(NSP,117.8 vs.132.7 g/kg),but more trypsin inhibitors(1.34 vs.0.98 g/kg)and starch(489 vs.455 g/kg).A rise in the PS content of diets from 100 to 200 and 300 g/kg increased the weight of the small intestine(P=0.031)and the dry matter(DM)content of intestinal digesta(P=0.001),but it had no effect on the pH of *** the highest PS content differentiated the concentrations of short-chain fatty acids(SCFAs)in the small intestinal digesta(WFP>CFP,P=0.008),whereas PS did not cause any changes in the morphological parameters of the small intestinal *** dietary inclusion of PS had no influence on the levels of acetate,butyrate,putrefactive SCFAs or total SCFAs in the cecal *** from increasing the activities of b-glucosidase(P=0.017)and b-galactosidase(P=0.025),pea varieties did not affect the activities of the analyzed cecal microbial ***,CFP seeds decreased the DM content(P=0.041)and increased the pH of cecal digesta,compared with WFP seeds(P=0.013).The results of this study,pointing to a few differences in the functional parameters of the small intestine and cecum,indicate that tannins are not a factor differentiating the suitability of CFP and WFP seeds in the nutrition of f

关键词： Pea Tannin Growth performance Gastrointestinal tract Turkey

Convergence of Monotone Iterations for Differential Problem

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Acta Mathematica Sinica,English Series 2000年第4期16卷 711-720页

作者： Tadeusz jankowski Department of Differential Equations. Technical University of Gdansk 11/12 G. Narutowicz Str. 80 952 Gdansk. Poland

We use the method of lower and upper solutions combined with monotone iterations to differential problems with a parameter. Existence of extremal solutions to such problems is proved.

关键词： Lower and upper solutions Monotone sequences Convergence Minimal and maximal solutions

Fast prediction of indoor airflow distribution inspired by synthetic image generation artificial intelligence

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Building Simulation 2023年第7期16卷 1219-1238页

作者： Cary A.Faulkner Dominik S.jankowski John E.Castellini Jr Wangda Zuo Philipp Epple Michael D.Sohn Ali Taleb Zadeh Kasgari Walid Saad Department of Mechanical Engineering University of Colorado BoulderBoulderCOUSA HySON Institut SonnebergGermany Department of Architectural Engineering Pennsylvania State UniversityUniversity ParkPAUSA Department of Mechanical Engineering Coburg University of Applied SciencesCoburgGermany Energy Analysis and Environmental Impacts Division Lawrence Berkeley National LaboratoryBerkeleyCAUSA Department of Electrical and Computer Engineering Virginia TechArlingtonVAUSA

Prediction of indoor airflow distribution often relies on high-fidelity,computationally intensive computational fluid dynamics(CFD)*** intelligence(Al)models trained by CFD data can be used for fast and accurate prediction of indoor airflow,but current methods have limitations,such as only predicting limited outputs rather than the entire flow ***,conventional Al models are not always designed to predict different outputs based on a continuous input range,and instead make predictions for one or a few discrete *** work addresses these gaps using a conditional generative adversarial network(CGAN)model approach,which is inspired by current state-of-the-art Al for synthetic image *** create a new Boundary Condition CGAN(BC-CGAN)model by extending the original CGAN model to generate 2D airflow distribution images based on a continuous input parameter,such as a boundary ***,we design a novel feature-driven algorithm to strategically generate training data,with the goal of minimizing the amount of computationally expensive data while ensuring training quality of the Al *** BC-CGAN model is evaluated for two benchmark airflow cases:an isothermal lid-driven cavity flow and a non-isothermal mixed convection flow with a heated *** also investigate the performance of the BC-CGAN models when training is stopped based on different levels of validation error *** results show that the trained BC-CGAN model can predict the 2D distribution of velocity and temperature with less than 5%relative error and up to about 75,ooo times faster when compared to reference CFD *** proposed feature-driven algorithm shows potential for reducing the amount of data and epochs required to train the Al models while maintaining prediction accuracy,particularly when the flow changes non-linearlywith respectto an input.

关键词： artificial intelligence indoor airflow conditional generative adversarial network computational fluid dynamics

Simulation of the response of base-isolated buildings under earthquake excitations considering soil flexibility

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Earthquake Engineering and Engineering Vibration 2012年第3期11卷 359-374页

作者： Sayed Mahmoud Per-Erik Austrell Robert jankowski Department of Construction Sciences Division of Structural MechanicsLund University Faculty of Engineering at Mataria Helwan University Faculty of Civil and Environmental Engineering Gdansk University of Technology

The accurate analysis of the seismic response of isolated structures requires incorporation of the flexibility of supporting soil. However, it is often customary to idealize the soil as rigid during the analysis of such structures. In this paper, seismic response time history analyses of base-isolated buildings modelled as linear single degree-of-freedom （SDOF） and multi degree-of-freedom （MDOF） systems with linear and nonlinear base models considering and ignoring the flexibility of supporting soil are conducted. The flexibility of supporting soil is modelled through a lumped parameter model consisting of swaying and rocking spring-dashpots. In the analysis, a large number of parametric studies for different earthquake excitations with three different peak ground acceleration （PGA） levels, different natural periods of the building models, and different shear wave velocities in the soil are considered. For the isolation system, laminated rubber bearings （LRBs） as well as high damping rubber bearings （HDRBs） are used. Responses of the isolated buildings with and without SSI are compared under different ground motions leading to the following conclusions：（1） soil flexibility may considerably influence the stiff superstructure response and may only slightly influence the response of the flexible structures; （2） the use of HDRBs for the isolation system induces higher structural peak responses with SSI compared to the system with LRBs; （3） although the peak response is affected by the incorporation of soil flexibility, it appears insensitive to the variation of shear wave velocity in the soil; （4） the response amplifications of the SDOF system become closer to unit with the increase in the natural period of the building, indicating an inverse relationship between SSI effects and natural periods for all the considered ground motions, base isolations and shear wave velocities; （5） the incorporation of SSI increases the number of significant cycles of large amplitude acce

关键词： base-isolated buildings rubber bearings earthquakes soil-structure interaction

Substructure isolation and damage identification using free responses

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Science China(Technological Sciences) 2014年第9期57卷 1698-1706页

作者： HOU JiLin jankowski Lukasz OU JinPing School of Civil Engineering Dalian University of Technology Smart-Tech Centre Institute of Fundamental Technological Research Polish Academy of Sciences School of Civil Engineering Harbin Institute of Technology

Structural health monitoring(SHM)has become a hot and intensively researched field in civil ***,damage identification play an important role in maintaining structural integrity and *** effective methods have been proposed for damage ***,accurate global identification of large real-world structures is not easy due to their complex and often unknown boundary conditions,nonlinear components,insensitivity of global response to localized damages,***,global identification often requires lots of sensors and involves large number of *** is costly,rarely feasible in practice,and usually yields severely ill-conditioned identification *** approach is a possible solution:substructuring methods can focus on local small substructures;they need only a few sensors placed on the substructure and yield smaller and numerically much more feasible identification *** paper proposed an improved substructure method using local free response for substructure damage *** virtual supports are constructed by Substructure Isolation Method(SIM)using the linear combination of the substructural *** influence of the global errors is isolated by adding the virtual supports on the main degree of freedoms(DOFs)of the *** the correlation analysis,the substructural modes are selected and used for damage identification of the substructure.A plain model of cable stayed bridge is used for the verification of the proposed method.

关键词：分离方法鉴定免费结构损伤识别结构健康监测子结构方法损害识别问题

Improved source assessment of Si,Al and related mineral components to PM_(10) based on a daily sampling procedure

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Journal of Environmental Sciences 2010年第4期22卷 582-588页

作者： Ge Peng Hans Puxbaum Heidi Bauer Nicole jankowski Yao Shi Chemical Engineering College Ningbo University of Technology Ningbo 315016 China. Institute for Chemical Technologies and Analytics Vienna University of Technology Vienna 1060 Austria College of Environmental and Resource Sciences Zhejiang University Hangzhou 310027 China

Samples obtained from an industrialized valley in the East Alpine region were collected daily for a half year and analyzed using X-ray fluorescence to examine the elements Si, Al, Fe, Ca, Mg, Na, K, Zn, P, S and Cl. Some factors affecting the changes of these elements were considered, including time, elemental correlations, weekday, weekend and seasonal changes. Diagnostic analysis provided an insight into a decoupling behavior that occursin siliceous and carbonates minerals. A decrease in Si and Al and an increase in carbonates, Na, K, Zn and P were observed during the cold season. However, a consistently high correlation of Si and Al was observed in all seasons. It was established that such high levels originated from street surface abrasion. The increase in variability and absolute levels of carbonates during the cold season was demonstrated by adding carbonates to the street surface as gritting material to increase the grip on snowy surfaces. A marked increase in Na and Cl was observed in winter which may have been caused by thaw salt that is widely used in winter in Austria. This was associated with a significant increase in K, Zn, and P in the cold season that was the result of domestic space heating with wood. PM10 levels in December were 12 μ/m^3 and were higher than levels detected in July. It was established that such high levels originated from mineral oxides, wood smoke, and inorganic ionic material（s）.

关键词： particulate matter PM10 mineral aerosol silicates carbonates street dust wood combustion thaw salt

Reshaping the urban hierarchy:patterns of information diffusion on social media

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Geo-Spatial Information Science 2019年第3期22卷 149-165页

作者： Jiue-An Yang Ming-Hsiang Tsou Krzysztof Janowicz Keith C.Clarke Piotr jankowski Calit2/Qualcomm Institute University of California San DiegoLa JollaCAUSA Department of Geography San Diego State UniversitySan DiegoCAUSA Department of Geography University of CaliforniaSanta BarbaraCAUSA dInstitute of Geoecology and Geoinformation Adam Mickiewicz UniversityPoznańPoland

The spatial diffusion of information is a process governed by the flow of interpersonal *** emergence of the Internet and especially social media platforms has reshaped this process and previous research has studied how online social networks contribute to the diffusion of *** such processes can help devise methods to maximize or control the reach of information or even identify upcoming events and social *** activities in cyberspace are still confined to physical locations and this geographic connection tends to be *** this research,we focus on geographic regions instead of individuals and study how the underlying hierarchical structure of regions relates to their response to the *** examined the top 30 populated cities and metropolitan areas in the *** retrieved Twitter data related to two selected topics from these regions,the 2015 Nepal Earthquake and the#JesuisCharlie hashtag in response to the Paris attacks on the Charlie Hebdo *** analyzed the similarity among regions of their response using multiple statistical methods and three urban *** results indicate that the diffusion of information is impacted by the hierarchy of urban regions and that the Twitter responses act more similar when the populated regions are positioned at the same level in the urban hierarchy.

关键词： Information diffusion urban hierarchy spatiotemporal analysis social media