Joint forecasting of multi-energy loads for a university based on copula theory and improved LSTM network by Hongbo Ren, Qifen Li, Qiong Wu, Chunyan Zhang, Zhenlan Dou, Jie Chen

“…Following which, the input factors for load forecasting are selected according to the influence degree. Secondly, based on LSTM (Long Short-Term Memory) neural network model and its improved forms (Stack LSTM and Bidirectional LSTM), the multi-type load forecasting model is developed. …”
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Continuous limit, various exact solutions, kink soliton resonant phenomena and dynamical behaviors for a discrete Burgers equation by Ting Zhang, Xiao-Yong Wen, Zhe Lin

“…Firstly, we correspond this discrete equation to the famous continuous Burgers equation under the continuous limit. Secondly, based on its 2 × 2 matrix linear spectral problem, we construct the discrete generalized (m,N−m)-fold Darboux transformation (DT) to derive various exact solutions covering kink soliton, rational solutions, semi-rational solutions as well as their mixed superposition solutions. …”
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Cost and Coding Efficient Motion Estimation Design Considerations for High Efficiency Video Coding (HEVC) Standard by Sze, Vivienne, Chandrakasan, Anantha P., Sinangil, M. E., Zhou, M.

“…It has been shown that using smaller block sizes (e.g. 4 × 4) imposes significantly larger hardware requirements at the expense of modest improvements in coding efficiency. Secondly, based on the analysis on various configurations, one configuration is chosen and algorithm improvements are presented to further reduce hardware implementation cost of the selected configuration. …”
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A flexible heterogeneous real-time digital image correlation system by Wang, Tianyi, Kemao, Qian, Seah, Hock Soon, Lin, Feng

“…First, the respective advantages of CPU and GPU in performing the fast Fourier transform-based cross-correlation (FFT-CC) algorithm and the inverse-compositional Gauss Newton (IC-GN) algorithm of the employed path-independent DIC (PI-DIC) method are elucidated. Second, based on the different properties and performances of CPU and GPU, a pipelined system framework unifying five Variants of combinations of CPU and GPU is proposed, which can be flexibly applied to various practical applications with different requirements of measurement scales and speeds. …”
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Sign of the times by Low, Sylvia

“…This project first aims to speculate a fictitious world in the distant future that demonstrates the possible dangers of mass censorship using growing technologies. Secondly, based on the findings of a community workshop on meaning-making, this project seeks to speculate a possible communication system by exploring the expressiveness of linguistics, icon fonts, symbols and graphics.…”
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Supplier selection in a sustainable supply chain by Molamohamadi, Zohreh, Ismail, Napsiah, Leman, Zulkiflle, Zulkifli, Norzima

“…Reviewing the literature and considering the previous proposed frameworks for sustainable supply chain, this paper firstly aims at presenting a new structure which considers all of the influential relations between the members of the supply chain. Secondly, based on the new framework, the essential supplier selection measures and criteria are discussed. …”
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Modeling Analysis and Simulation Verification for Drive Tooth Stress of Rubber Track Wheel by Zihan Zhao, Xihui Mu, Fengpo Du, Jianhua Guo

“…The optimization results show that the accuracy of the mapping tooth profile obtained by this method is 0.12%，which effectively improves the mapping accuracy. Secondly，based on the complex function method， the mathematical model for stress and deformation is established，and the stress distribution laws under different meshing positions are analyzed. …”
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Conceptual Model of Technology-Enabled Creative Learning Community by Dawam Dwi Jatmiko Suwawi

“…First, the study synthesizes existing literature on learning community and creative learning community to define CLC term. Second, based on a review of previous studies and books on learning community, creative thinking, group creativity, engaged learning, student learning outcomes and technology supporting creative learning community, the author analyzes construct candidates of the model. …”
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Unlimited Sampling Theorem Based on Fractional Fourier Transform by Hui Zhao, Bing-Zhao Li

“…Firstly, a mathematical signal model for unlimited sampling is proposed. Secondly, based on this mathematical model, the annihilation filtering method is used to estimate the arbitrary folding time. …”
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Control of two Wheeled Welding Mobile Manipulator by M. D. Ngo, N. T. Phuong, V. H. Duy, H. K. Kim, S. B. Kim

“…Firstly, based on a tracking error vector of the manipulator and a feedback motion of the mobile platform, a kinematic controller is designed for manipulator. Secondly, based on an another tracking error vector of the mobile platform and a feedback angular velocities of revolution joints of three-link, a sliding mode controller is designed for the mobile platform. …”
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La prévention durable des risques professionnels au prisme du travail des préventeurs by Yann Poley, Chloé Le Bail, Vincent Boccara

“…Firstly, the theoretical framework articulates three fields of the ergonomics literature: 1) the literature on sustainable prevention of MSDs, 2) the literature on the notions of sustainable work and decent work, and 3) the literature on the concept of sustainable development; together, this enables to identify an original reading grid to characterize sustainable prevention. Secondly, based on a retrospective analysis of six service relationships conducted by prevention advisors from four MSA with affiliated companies, we show that the quality of the service relationship is a condition for the sustainability of prevention. …”
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Development of polyvinyl acetate adhesive bond strength when gluing veneer by Toni Šauperl, Jaša Saražin, Milan Šernek

“…The effect of cooling on the final strength of the PVAc adhesive bond was determined after cooling times of 5 and 30 seconds. Based on the investigations, we found that the shear strength of PVAc adhesive bonds increased with the pressing time and approached a constant value after a certain time. …”
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Type Synthesis of Mobile Mechanisms with Multiple Modes based on Single-loop Kinematic Chains by Zhang Chunyan, Liu Xiangyu, Ni Cong, Lu Chenhui

“…Aiming at the functional requirements of mobile mechanisms with multiple modes，a design scheme based on single-loop kinematic chains is proposed.Firstly，according to the single-loop freedom formula，the conditions satisfying the single-loop and can be active are determined，and the combination relationships among the order of the constrained screw system，the number of bars，the number of kinematic pairs and the degree of freedom of the single-loop kinematic chains are obtained.Secondly，based on the screw theory，the geometric conditions of the axis of kinematic pairs under different constrained screw orders are obtained by using the virtual work principle.Taking the R and P pairs as the design units，all the possible combinations of the single-loop kinematic chains under different degrees of freedom are enumerated，and then the constructed single-loop kinematic chains are used as the body or branch to construct a kind of mobile mechanisms with multiple modes.Finally，the steps of type synthesis of mobile mechanisms with multiple modes and some design cases are given，which verifies the feasibility and practicability of the proposed design theory and design method.…”
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Selection of corporate strategic and operational decisions based on the strategic orientation of informatization: an experimental study by Li Jing

“…This paper firstly divides the enterprise informatization strategy into three objectives, namely cost (C), time (T) and performance (P), so as to form a triangle with mutual constraints and equilibrium. Secondly, based on demand effect curve fitting, establish the product sales revenue effect function to find the product price that maximizes sales revenue. …”
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Multi-objective optimization of PEMFC performance based on grey correlation analysis and response surface method by Gang Wu, Na Luo

“…First, based on orthogonal test data, grey correlation analysis method is used to select four variables that have significant influence on PEMFC’s comprehensive performance from eight common parameters. Secondly, based on grey correlation analysis, the multi-objective optimization problem is transformed into a single objective optimization problem about correlation degree, and applying the response surface method to build the key parameters and the correlation between the second order prediction model. …”
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Subjectification of Highly Qualified Professionals in the Cuban Realm of Work: Analyzing a Two-Sided Process by Nina Jany

“…Building on the hitherto little-known conceptual framework of interpretive subjectification analysis, I perform the empirical analysis in two parts: First, I identify subject positions directed at Cuban workers in contemporary discourses on the Cuban realm of work. Second, based on qualitative interviews with highly qualified professionals in Havana, I reconstruct individual self-positioning modes. …”
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Parental intervention strategies and operating mechanism on adolescent social media use—The concept of literacy improvement based on interaction by Bowei Wang, Jiali Chen

“…First, based on a questionnaire survey and in-depth interviews, and under the guidance of the concept of interactive literacy improvement, we propose a conceptual model and a verifiable measurement dimension of parental-mediated intervention. Second, based on the comparison of parent–child samples, it was found that parental-mediated intervention strategies are often used in families, and parents and children have roughly the same cognition and preference for the four intervention strategies. …”
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WFMHT Method of Orbit Maneuver Detection Based on Space-Based Bearing-Only Measurement

“…The innovation characteristics of the normal orbit and orbit maneuver are analyzed and compared. Second, based on the hypothesis test methods of the distribution characteristic of the stochastic sequence, the WFMHT (i.e., weighted fusion of multi hypothesis tests) method with the innovation is put forward to detect the orbit maneuver. …”
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PENGEMBANGAN KETERAMPILAN BERFIKIR KRITIS SISWA MELALUI PEMBELAJARAN IPS MI by Nurlaili Dina Hafni

“…Meanwhile if this does not develop well, it is an obstacle for the achievement of learning objectives, the achievement of critical thinking skills. Second, based on the first observation, it was found that there are some social studies teacher who teach the student by speech method, asking-answer question, and giving works. …”
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Application of 3D visual perception-driven design of velvet flowers in traditional dresses by Fan Li

“…This paper firstly analyzes the specific application of velvet flowers on women’s dresses from the perspective of fashion aesthetics and with the understanding of the background and development trend of dresses. Secondly, based on 3D visual perception, we propose the optimization of the normalization method and loss function optimization, which can improve the migration speed and generation quality of velvet flower design, and then seamlessly fit it to the dress base map by Poisson fusion to realize the intelligent design of velvet flower in dresses driven by 3D visual perception. …”
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