Test and Analysis of Performance of Flat Single-axis Photovoltaic Tracking Bracket Multi-point Drive Rotary Reducers by Ma Tao, Li Wei, Chen Xuehui, Gao Ting, Li Wei, Tang Xing

“…Secondly, the performance of the rotary reducer under rated output torque and overturning torque was numerically simulated using Romax software, and a comprehensive performance testing platform for the rotary reducer was built to test the transmission performance of the prototype under rated output torque and overturning torque. …”
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Multi-Indices Quantification for Left Ventricle via DenseNet and GRU-Based Encoder-Decoder with Attention by Zhi Liu, Yunhua Lu, Xiaochuan Zhang, Sen Wang, Shuo Li, Bo Chen

“…After that, the attention mechanism is integrated into the decoder to effectively establish the mappings between the input sequence and corresponding output sequence. Simultaneously, a regression layer with the same decoder output is used to predict multi-indices of the left ventricle. …”
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Recovering 3D Shape with Absolute Size from Endoscope Images Using RBF Neural Network by Seiya Tsuda, Yuji Iwahori, M. K. Bhuyan, Robert J. Woodham, Kunio Kasugai

“…RBF-NN is introduced for the mapping between input and output. Input is given as the output of gradient parameters of VBW model for the generated sphere. …”
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A thermodynamic evaluation of a multi-objective system optimized using integrated Pinch and exergy analysis by Ali Reza Hojjat, Mohammad Mehdi Keshtkar

“…An extensive energy and exergy analysis was conducted on the proposed system, considering various thermodynamic parameters such as the solar power plant’s energy output, the absorption chiller’s cooling load, the electricity generated by the turbines, the wind turbines’ power output, and the energy efficiency and exergy of each cycle within the system. …”
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Effect on the Process of Biomethanogenesis of Pre-Treatment of Wheat Straw by the High Intensity High-Frequency Electromagnetic Field by Zablodsky N., Klendiy P., Dudar O.

“…The significance of the obtained results is that the proposed approach to the formation of biogas technology with using the pre-treatment of wheat straw by the high-frequency electromagnetic field of high intensity ensures the intensification of biogas output.…”
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Fuzzy-Swarm Intelligence-Based Short-Term Load Forecasting Model as a Solution to Power Quality Issues Existing in Microgrid System by Demsew Mitiku Teferra, Livingstone M. H. Ngoo, George N. Nyakoe

“…The parameters of time, temperature, historical load, and error correction factors are considered as the Fuzzy and Fuzzy-PSO model input variables, while the forecasted industrial load is the only output variable. The Gaussian membership function is considered for both the input and output fuzzy variables. …”
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Disparity Map Generation from Illumination Variant Stereo Images Using Efficient Hierarchical Dynamic Programming by Viral H. Borisagar, Mukesh A. Zaveri

“…A novel hierarchical stereo matching algorithm is presented which gives disparity map as output from illumination variant stereo pair. Illumination difference between two stereo images can lead to undesirable output. …”
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Design of an Interleaved Boost Serial Resonant Converter With High Transformation Ratio for Fuel Cell Battery by Sen-Tung Wu, Jun-Teng Hong, Ching-Chun Chuang

“…Finally, this converter is designed with the rated power of 1.5kW and the digital signal processor TMS320F28335 is employed as the main system controller core to realize the wide output voltage range <inline-formula> <tex-math notation="LaTeX">$40\sim 125$ </tex-math></inline-formula>V from fuel cell as an input power source which can output a 400V for output load or DC bus applications through the proposed converter. …”
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False Data Injection Attack Detection and Mitigation Using Nonlinear Autoregressive Exogenous Input-Based Observers in Distributed Control for DC Microgrid by Md Abu Taher, Milad Behnamfar, Arif I. Sarwat, Mohd Tariq

“…An attack mitigation strategy using a proportional&#x2013;integral controller aligns NARX output with actual converter output, generating a counter-attack signal to nullify the attack impact. …”
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Investigation of Flow Characteristics in Valveless Piezoelectric Pumps with Airfoil Baffles at Varying Angles of Attack by Jun Huang, Hiba Affane, Bo Zhang, Ming Kuang, Jian Xiong, Siyao Zhang

“…At a driving voltage of 100 V and with a Clark Y airfoil set at an angle of 0°, the piezoelectric pump reached a peak output flow rate of 200.7 mL/min. An increase in the angle of attack corresponded to a decline in both the maximum output flow rate and the maximum back pressure of the pump. …”
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A Design Procedure and Control Method for Improving Efficiency of a Family of Resonant Converters Over Wide Operating Conditions by Jasem Shahsevani, Reza Beiranvand

“…To validate the given method, a 100-500 W LLC resonant converter with 180-220 V input voltage and 48 V output voltage has been designed, implemented, and tested under different conditions to demonstrate its good performance. …”
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EFFECT OF ANCHOR BORROWER PROGRAMME ON FARM PRODUCE OF BENEFICIARIES IN LAPAI LOCAL GOVERNMENT AREA, NIGER STATE, NIGERIA 2016-2021 by USMAN A. U., S. M. NIWORU, UMAR M

“… The effect of the Anchor Borrower Programme on the agricultural output of its beneficiaries is of utmost importance. …”
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Research of Gear Meshing Stiffness Identification Algorithm based on Exponential Window Interception Recursive Least Square Method by Maohui Wang, Haixiang Li, Ping Yang, Jiao Chen, Wei Xia

“…To calculate speed curve of the input and output gears，the empirical mode decomposition （EMD） method is used to decompose vibration signal into intrinsic mode function （IMF） of different frequency，the IMFs are used to reconstruct character signals of input and output gears basing on the mean frequency of IMFs. …”
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High Power Factor DCM-CRM Cuk PFC Converter with Wide Input Voltage Range Utilizing Variable Inductor Control by Tiesheng Yan, Ruihao Liu, Hao Wen, Guohua Zhou

“…The Cuk power factor correction (PFC) converter with an input inductor operating discontinuous conduction mode (DCM) is widely utilized for its advantages of continuous input and output currents, low output voltage ripple, and simple control. …”
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Optimal Design of Complex Passive-Damping Systems for Vibration Control of Large Structures: An Energy-to-Peak Approach by Francisco Palacios-Quiñonero, Josep Rubió-Massegú, Josep M. Rossell, Hamid Reza Karimi

“…We present a new design strategy that makes it possible to synthesize decentralized output-feedback controllers by solving two successive optimization problems with linear matrix inequality (LMI) constraints. …”
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Magnetic Field Finite Element Analysis of Disc-type Magnetorheological Fluid Transmission Device Driven by Shape Memory Alloy by Huang Jin, Qiao Zhen

“…The disc- type magnetorheological fluid transmission device driven by shape memory alloy under thermal effect is a transmission device that its output speed rapidly changes with the temperature changes.Compared with the clutch working with high temperature,the transmission device extends the service life of the magnetorheological fluid. …”
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Study on Control Scheme of Non-point Source Pollution in Heishui River Basin Based on SWAT Model by XU Lingyun

“…How to scientifically understand and effectively control non-point source pollution has become one of the important topics in river basin pollution prevention and control.Taking Heishui River Basin as the research area,this paper establishes the spatial database of basin underlying surface based on GIS platform,simulates the annual runoff,sediment and nutrient output in Heishui River Basin and its sub-basins through SWAT model,designs the environmental protection scheme from the perspective of the influence of land use change on non-point source pollution,and simulates the sediment and nutrient output in Heishui River Basin under different schemes,which can provide practical solutions for the control of non-point source pollution load in this basin.…”
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Doubling fusion power with volumetric optimization in magnetic confinement fusion devices by J. F. Parisi, J. W. Berkery, A. Sladkomedova, S. Guizzo, M. R. Hardman, J. R. Ball, A. O. Nelson, S. M. Kaye, M. Anastopoulos-Tzanis, S. A. M. McNamara, J. Dominski, S. Janhunen, M. Romanelli, D. Dickinson, A. Diallo, A. Dnestrovskii, W. Guttenfelder, C. Hansen, O. Myatra, H. R. Wilson

“…This optimization method for optimizing fusion power output could improve the performance of magnetic confinement fusion power plants.…”
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Analysis of the Reform Effectiveness of Vocational Skill Identification Based on the New Social Training Model in the New Era under Deep Learning Assessment by Yeming Wang, Yong Ran

“…Skill word extraction is transformed into a sequence annotation problem, and based on the basic model of sequence annotation, Bi-LSTM-CRF, corpus features are added to the input layer, and the output of the input layer is connected with the Bi-LSTM output as the input of the CRF layer. …”
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Application and Kinematics Analysis of Noncircular Gear Swinging Guide Bar mechanism by Cai Jun

“…In order to satisfy the specific engineering application requirements of swinging guide bar mechanism,the swing guide bar mechanism can be driven by motor output one-way variable motion under the conditions of each bar length is determined,the output motion characteristic of the swing guide bar mechanism is optimized and the comprehensive performance is improved.Considering the non-circular gear transmission characteristic,by using uniform motor driven non-circular gear for one-way variable motion function,which can also achieve the same movement request.The movement diversity and applicationof the mechanism is verified,at the same time,a reliable research method of the series assembly mechanism,reverse design of non-circular gear and optimization design is provided.…”
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