Efficient thermal management of coaxial magnetic gears with pulsating heat pipe and forced air cooling by ZHOU Yufeng, LUO Shuai, CHEN Hang, HAO Xiuhong

“…The temperature field distributions of the FMMG under the different heat dissipation modes were analyzed.ResultsThe finite element analyses and test results show that there are specific shortcomings for single PHP heat dissipation and single forced air cooling heat dissipation in FMMG, and the combined cooling method with both PHP and forced air cooling can dissipate heat more efficiently. …”
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Increase in efficiency of quality and hole-making in glass-reinforced titanium laminate by reducing drilling vibroactivity by Sergey N. Shevtsov, Vladimir V. Sibirskiy, Evgeny G. Chigrinets

“…The process of drilling fiberglass laminates under different patterns of HSS drills sharpening is studied. …”
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Cerebroventricular microinjection (CVMI) into adult zebrafish brain is an efficient misexpression method for forebrain ventricular cells. by Caghan Kizil, Michael Brand

“…This rapid method allows uniform and efficient knockdown of genes in the ventricular cells of the zebrafish brain, which contain the neurogenic progenitors. …”
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Studying the effect of Cyclone’s dimensions on the separation efficiency of wheat using computational fluid dynamics method by Gholam hossein Shahg, Javad Janatkhah

“…A CFD study was conducted to investigate the effect of Cyclone’s dimensions on its efficiency during wheat separation process. The main aim was alignment of the particles from different parts of the input and understanding the movement and separation of wheat particles. …”
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Efficiency maximization of fuel cell electric bus using asymmetric multi-stack fuel cells by The Nam Ngo, Minjae Kim

“…In this study, a novel MFC concept with an asymmetric structure is proposed to maximize the efficiency of a fuel cell electric bus (FCEB). The proposed concept was designed with a cascade electrical architecture composed of differently rated power stacks, and the optimal energy distribution between the stacks was determined to leverage the asymmetric structure. …”
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Solid-Phase Preparation of Al-TiO2 for Efficient Separation of Bioderived Product Danshensu by Fei Chang, Zhong Bing He, Quan Zhou

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Modeling of the Power Station Boiler Combustion Efficiency Considering Multiple Work Condition with Feature Selection by TANG Zhenhao, WU Xiaoyan, CAO Shengxian

“…It is difficult for power station boiler efficiency to measure precisely A datadriven modeling method is proposed to establish the boiler combustion efficiency model, according to the machine learning theories A classification and regression trees (CART) algorithm provides correlated variables which have significant relation with the boiler combustion efficiency by data analysis Then, a KNearest Neighbor (KNN) classifies the samples to distinguish the data from different work conditions Based on the classified data, a least square support vector machine (LSSVM) optimized by differential evolution (DE) algorithm is proposed to establish a datadriven model (DDMMF) The parameters of LSSVM are optimized dynamically by DE to improve the model accuracy Finally, the prediction model is corrected dynamically for further improvement of the prediction accuracy The experimental results based on actual production data illustrate that the proposed approach can predict the boiler combustion efficiency accurately, which meets the requirements of boiler control and optimization…”
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Impact of dietary forage proportion and crossbreeding on feed efficiency and methane emissions in lactating dairy cows by Sabrina Ormston, Tianhai Yan, Xianjiang Chen, Alan W. Gordon, Katerina Theodoridou, Sharon Huws, Sokratis Stergiadis

“…Differences existed between breeds for residual feed intake (P = 0.040), milk yield/DMI (P = 0.041) and CH4/DMI (P = 0.048) with multivariate redundancy analysis demonstrating negative correlations with efficiency and positive correlations with CH4/DMI and CH4/milk yield. …”
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Influence of Environmentally Friendly and High-Efficiency Composite Additives on Pulverized Coal Combustion in Cement Industry by Zhiyong Wang, Shijie Wang, Qi Zhang, Qingyan Fang, Wangsheng Chen

“…The work focused on the replacement of partial chemical reagents by industrial wastes, which not only reduced the cost and took full advantage of industrial wastes, but also guaranteed the high combustion efficiency and removed the NOX and SO2 simultaneously. …”
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Reactive power optimization via deep transfer reinforcement learning for efficient adaptation to multiple scenarios by Congbo Bi, Di Liu, Lipeng Zhu, Chao Lu, Shiyang Li, Yingqi Tang

“…Existing reinforcement learning algorithms alleviate the computational complexity in optimization but suffer from the inefficiency of model retraining for different operating scenarios. To solve the above problems, this paper raises a data-efficient transfer reinforcement learning-based reactive power optimization framework. …”
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Efficient Optical Spatial First-Order Differentiator Based on Graphene-Based Metalines and Evolutionary Algorithms by Tian Zhang, Jia'nan Xie, Yihang Dan, Shuai Yu, Xu Han, Jian Dai, Kun Xu

“…We propose a novel optical spatial differentiator to perform the differentiation computation in terahertz region based on the graphene metalines, which consist of graphene layers with different widths and chemical potentials. The numerical simulation results show that when beam waist size w>1.9λ, the metalines perform the first-order differentiation in the reflection spectrum with efficiency>97%, which can be theoretically demonstrated by using transfer matrix method. …”
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Efficient Discovery of Association Rules in E-Commerce: Comparing Candidate Generation and Pattern Growth Techniques by Ioan Daniel Hunyadi, Nicolae Constantinescu, Oana-Adriana Țicleanu

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Corrosion inhibition efficiency of some hydrophobically modified chitosan surfactants in relation to their surface active properties by Ahmed M. Alsabagh, Maher Z. Elsabee, Yasser M. Moustafa, Alzahraa Elfky, Rania E. Morsi

“…This work deals with surface activity and corrosion inhibition efficiency of the natural polymer chitosan and its hydrophobically modified derivatives (eight polymeric compounds). …”
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Efficient dataset extension using generative networks for assessing degree of coating degradation around scribe by Dominik Stursa, Pavel Rozsival, Petr Dolezel

“…These findings have important implications for industries relying on coil coatings, as more efficient and accurate degradation detection methods are enabled.…”
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Study the Efficiency of Two Concentrations from Algae Cladophora glomerata Extract on the Giardia lamblia parasite by Raghad J. Fayyad, Siham N. Lefta, Dina Yousif Mohammed, Sara A.J. Maliki

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Improved energy efficiency using meta-heuristic approach for energy harvesting enabled IoT network by Rekha, Ritu Garg

“…Further, an objective function is formulated to achieve the optimal solution for power transmitted by the source and an adaptive particle swarm optimization (OPA-APSO) algorithm is proposed to attain maximized energy efficiency. OPA-APSO differs from most existing approaches as it considers the amount of energy harvested while optimizing the solution. …”
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Modified Hybrid PSO Algorithm for Efficient Control of the Matrix Converter-Fed Electrical Drive System by Ch. Amarendra, A. Pandian, Ch. Rami Reddy, Ch. Naga Sai Kalyan, Mohit Bajaj, Kareem M. AboRas, Daniel Eutyche Mbadjoun Wapet

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Efficiency Analysis of Artificial Intelligence and Conventional Maximum Power Point Tracking Methods in Photovoltaic Systems by Süleyman Emre Eyimaya

“…This study investigates the performance of different maximum power point tracking (MPPT) methods in a photovoltaic (PV) energy system, focusing on Artificial Neural Networks (ANNs), reinforcement learning (RL), and conventional MPPT approaches. …”
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PlutoNet: An efficient polyp segmentation network with modified partial decoder and decoder consistency training by Tugberk Erol, Duygu Sarikaya

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Date pits based nanomaterials for thermal insulation applications-Towards energy efficient buildings in Qatar. by Moza Ghorab Al Marri, Mohammad A Al-Ghouti, Vasanth C Shunmugasamy, Nabil Zouari

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