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Deploying a Deep Learning-based Application for an Efficient Thermal Energy Storage Air-Conditioning(TES-AC)System:design guidelines

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Journal of Electronic & Information Systems 2022年第2期4卷 21-29页

作者： Mirza Rayana Sanzana Mostafa Osama Mostafa Abdulrazic Jing Ying Wong Chun-Chieh Yip Department of Civil Engineering Faculty of Science and EngineeringUniversity of Nottingham MalaysiaSemenyihSelangor43500Malaysia School of Computer Science Faculty of Science and EngineeringUniversity of Nottingham MalaysiaSemenyihSelangor43500Malaysia Department of Civil Engineering University Tunky Abdul RahmanBandar Sungai LongCherasKajangSelangor43000Malaysia

Facility management and maintenance of the Thermal-Energy-Storage Air-Conditioning(TES-AC)system is a tedious task at a large scale mainly due to the charging load that can increase energy consumption if needed to be charged at peak ***,maintenance of TES-AC at a large scale gets complex as it contains many sensor *** utilizing deep learning techniques on the sensor data,charging load prediction can be made possible,so facility managers can prepare in ***,a deep learning-based application will be unusable if it is not deployed in a user-friendly manner where facility managers can benefit from this ***,this research focuses on gathering design guidelines for a deep learning-based application and further validates the design considerations with a developed application for efficient human-computer interaction through qualitative *** approach taken to gather design guidelines demonstrated a positive correlation between expert-suggested features and the user-friendly aspect of the application as 67.08%of participants found the features suggested by experts to be most ***,it evaluates user satisfaction with the advanced developed application for TES-AC according to the gathered design guidelines.

关键词： Advanced application Deep learning Thermal-energy-storage Air-Conditioner Facility management and maintenance Analysis design guidelines

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Smart computing approach for design and scale-up of conical spouted beds with open-sided draft tubes

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Particuology 2021年第2期19卷 179-190页

作者： M.Karimia B.Vaferi S.H.Hosseini M.Olazar S.Rashidi Laboratory of Separation and Reaction Engineering(LSRE) Associate Laboratory(LSRE/LCM)Department of Chemical EngineeringFaculty of EngineeringUniversity of PortoRua Dr.Roberto FriasS/N4099-002 PortoPortugal Department of Advanced Calculations ChemicalPetroleumand Polymer Engineering Research CenterShiraz BranchIslamic Azad UniversityShirazIran Department of Chemical Engineering Ilam UniversityIlam 69315-516Iran Department of Chemical Engineering University of the Basque Country UPV/EHUP.O.Box 644E48080 BilbaoSpain Department of Petroleum Engineering Omidiyeh BranchIslamic Azad UniversityOmidiyehIran

Open-sided draft tubes provide an optimal gas distribution through a cross flow pattern between the spout and the annulus in conical spouted *** design,optimization,control,and scale-up of the spouted beds require precise information on operating and peak pressure *** this study,a multi-layer perceptron(MLP)neural network was employed for accurate prediction of these hydrodynamic characteristics.A relatively huge number of experiments were accomplished and the most influential dimensionless groups were extracted using the Buckingham-pi ***,the dimensionless groups were used for developing the MLP model for simultaneous estimation of operating and peak pressure *** iterative constructive technique confirmed that 4-14-2 is the best structure for the MLP model in terms of absolute average relative deviation(AARD%),mean square error(MSE),and regression coefficient(R^(2)).The developed MLP approach has an excellent capacity to predict the transformed operating(MSE=0.00039,AARD%=1.30,and R^(2)=0.76099)and peak(MSE=0.22933,AARD%=11.88,and R2=0.89867)pressure drops.

关键词： Conical spouted beds Open-sided draft tubes Operating pressure drops Peak pressure drop Smart modeling design guidelines

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Visible light responsive spiropyran derivatives based on dynamic coordination bonds

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中国化学快报：英文版 2023年第2期34卷 506-510页

作者： Xiong Xiao Wei Zheng Yue Zhao Cheng-Hui Li State Key Laboratory of Coordination Chemistry School of Chemistry and Chemical EngineeringNanjing National Laboratory of MicrostructuresCollaborative Innovation Center of Advanced MicrostructuresNanjing UniversityNanjing 210023China

Spiropyrans(SPs) are a well-known class of photochromic compounds and have found widespread application due to their unique properties. However, for many conventional SPs, high energy ultraviolet(UV)light is commonly essential to drive photoisomerization, leading to poor fatigue resistance. Moreover, the practical application of spiropyrans is hindered by their fast fading speed due to the instability of closed forms(SP) or open forms(MC). Herein, we disclose a novel strategy to address these challenges through introducing both electron-donating substituents to stabilize the SP and dynamic coordination bonds to stabilize the MC. The resulting new spiropyrans complexes exhibit negative photochromic properties, with fast visible light response, good stability of both SP and MC, and significantly improved fatigue resistance.

关键词： Negativephotochromic Spiropyran Visiblelightresponsive Dynamic coordination bonds design guidelines

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Towards designing telepresence robot navigation for people with disabilities

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International Journal of Intelligent Computing and Cybernetics 2014年第3期7卷 307-344页

作者： Katherine M.Tsui Eric McCann Amelia McHugh Mikhail Medvedev Holly A.Yanco David Kontak Jill L.Drury Department of Computer Science University of Massachusetts LowellLowellMassachusettsUSA Assistive Technology Services Crotched Mountain Rehabilitation CenterGreenfieldNew HampshireUSA Multimedia and Collaboration Department The MITRE CorporationBedfordMassachusettsUSA

Purpose–The authors believe that people with cognitive and motor impairments may benefit from using of telepresence robots to engage in social *** date,these systems have not been designed for use by people with disabilities as the robot *** paper aims to discuss these ***/methodology/approach–The authors conducted two formative evaluations using a participatory action design ***,the authors conducted a focus group(n¼5)to investigate how members of the target audience would want to direct a telepresence robot in a remote environment using *** authors then conducted a follow-on experiment in which participants(n¼12)used a telepresence robot or directed a human in a scavenger hunt ***–The authors collected a corpus of 312 utterances(first hand as opposed to speculative)relating to spatial ***,the analysis of the corpus supported several speculations put forth during the focus ***,it showed few statistically significant differences between speech used in the human and robot agent conditions;thus,the authors believe that,for the task of directing a telepresence robot’s movements in a remote environment,people will speak to the robot in a manner similar to speaking to another *** implications–Based upon the two formative evaluations,the authors present four guidelines for designing speech-based interfaces for telepresence ***/value–Robot systems designed for general use do not typically consider people with *** work is a first step towards having our target population take the active role of the telepresence robot operator.

关键词： Focus groups User studies Computer-mediated communication design guidelines Human-robot interaction Spatial navigation command

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Practice Research on Standardization of Undergraduate Graduation design of Tunnel and Underground Engineering

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Journal of Educational Theory and Management 2022年第1期6卷 46-50页

作者： Mingfeng Lei Weidong Wang Chenghua Shi Chaojun Jia Chenjie Gong School of Civil Engineering Central South UniversityChangshaHunan410075China

Graduation project(thesis)is an important practice part in undergraduate education,which forms an organic whole with theoretical teaching link,and it is the continuation,deepening and examination of the theoretical teaching *** paper focuses on the constitution that the lack of quality standards for undergraduate graduation design,resulting in different depth and breadth standards;the graduation design materials are scattered and lack of standardization,which leads to the lack of systematic reference materials for students,taking the tunnel and underground engineering major as an example,this paper carries out the practice research on the standardization of the graduation design of tunnel and underground engineering through investigation and combining the teaching resources accumulated in the past *** the study of practice,the content of undergraduate graduation design of tunnel and underground engineering is standardized,the breadth and depth of graduation design is defined,and the“Guide for undergraduate graduation design of tunnel and underground engineering”is organized and compiled,which can provide reference for the standardization and guidance of undergraduate graduation design of tunnel and underground engineering.

关键词： Tunnel and underground engineering Undergraduate graduation project design guidelines

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Culture-oriented Evaluation Method for Interaction: Applied in Chinese Ecommerce Website design

Culture-oriented Evaluation Method for Interaction: Applied ...

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2010 3rd IEEE International Conference on Computer Science and Information Technology—ICCSIT 2010

作者： Junjie Chu College of Engineering Ocean University of China Qingdao, China Xiaohu Zhu School of Urban design Wuhan University Wuhan, China

Electronic commerce has been developed widely in China;however, there is a lack of effective design guidelines for electronic commerce website for Chinese users. The goal is to research the cultural diversity and give a method to develop website design guidelines for the localization of e-commerce. Culture-oriented Evaluation Method for Interaction (COEMI) is presented and applied in this research. It features as national culture and psychology being the foundation, analysis of web interface design factors the basis, and users survey the mean. A survey and interviews method were used in this study. Thirty-five Chinese participants in China participated, and questionnaires were used to research their satisfaction to the selected e-commerce websites. According to the Culture-oriented Evaluation Method for Interaction we proposed design guidelines to localization e-commerce website in navigation manner, proportion of pictures and letters, visual gradations, searching behavior, self-service, response of web page, and process of purchase.

关键词： Chinese e-commerce website culture culture-oriented evaluation method design guidelines

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