Automatic Diagnosis of Microgrid Networks’ Power Device Faults Based on Stacked Denoising Autoencoders and Adaptive Affinity Propagation Clustering by Fan Xu, Xin Shu, Xiaodi Zhang, Bo Fan

“…Compared with other traditional cluster methods, such as the Fuzzy C-mean (FCM), Gustafson–Kessel (GK), Gath–Geva (GG), and affinity propagation (AP), clustering algorithms can identify fault samples without cluster center number selection. However, AP needs to set two key parameters depending on manual experience—the damping factor and the bias parameter—before its calculation. …”
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Effects of Environmental Factors on Ozone Flux over a Wheat Field Modeled with an Artificial Neural Network by Zhilin Zhu

“…Besides the combinations of included variables and selection of training data, the number of neurons is also a source of uncertainties in an ANN model. …”
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Seismic Retrofitting of RC Buildings Using a Performance-Based Approach for Risk Resilience and Vulnerability Assessment by Hafiz Asfandyar Ahmed, Waqas Arshad Tanoli

“…This allows for the calculation of losses in terms of social, economic, and environmental impacts. …”
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Structural Feedback Analysis Based on Monitoring Data from Units with Different Spiral Case Embedding Methods at Three Gorges Hydropower Station by CHEN Qin, SU Hai-dong, DUAN Guo-xue, CUI Jian-hua, ZHOU Shi-hua

“…[Results] The finite element calculation results were consistent with the patterns of the monitored data, with close numerical values, validating the credibility of the monitoring results and the rationality of the design research and calculation methods. …”
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Sistem Pengolahan Citra Digital untuk Menentukan Bobot Sapi Menggunakan Metode Titik Berat by Ahmad Mustafid, Shofwatul 'Uyun

“…Therefore, it required a tool that can calculate easily. This article represented the second stages of the research to determine the weight of cows from the image acquisition. …”
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Development and approval of a Lasso score based on nutritional and inflammatory parameters to predict prognosis in patients with glioma by Huixian Li, Hui Hong, Jinling Zhang

“…The Least Absolute Shrinkage and Selection Operator (Lasso) was employed to select relevant hematological indicators and generate a Lasso score. …”
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Mapping the reporting practices in recent randomised controlled trials published in Knee Surgery, Sports Traumatology, Arthroscopy: A scoping review of methodological quality by Aleksandra Królikowska, Natalia Urban, Marcin Lech, Paweł Reichert, Nikolai Ramadanov, Mahmut Enes Kayaalp, Robert Prill

“…The search was conducted via PubMed. A two‐stage selection process was employed, with two independent reviewers conducting study selection and data extraction. …”
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Parameter Optimization of MALDI-TOF MS Based on Improved Whale Optimization Algorithm by Yu-peng ZHANG, Yu-gong DANG, Hui-yuan YANG, Zhi-gang ZHOU, Gao-hang JIANG

“…Considering that the selection of acceleration length could influence the selection of extraction length and field-free flight tube length, through comparative analysis, acceleration length is set to a fixed value of 12 mm. …”
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Suitability evaluation for deep geological storage of mine water in the Ordos Basin by GULBOSTAN Tursun, Wanghua SUI, AIBIBAI Mamat, Weifeng YANG, Ge CHEN, Liang GAO

“…A key step in the application of this technology is to select suitable target reservoirs. Although relevant studies have proposed some criteria for the selection, there is an urgent need to develop methods for quantitative selection and evaluation. …”
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Analisis Perancangan Dinding Penahan Tanah Untuk Seawater Intake Pembangkit Listrik Tenaga Uap by Ibadurrahman Adz Dzikro, Sarah Via Mades Aweka, Azka Syarifa Amani, Harum Kurnia Jayanti, Andika Sahadewa

“…The lateral force calculation method uses Rankine and Coulomb theories with specified soil parameters. …”
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Strength Analysis of Logging Cable in Deep 10km Well by GUO Shuai, WEI Rongjiang, ZHANG Qiang, MA Jianghu, XU Rui, YUE Qianbei

“…The study investigated the impact of factors such as the tensile rod, drum diameter, and lifting speed on the strength of the 10km well cable. The calculation results show that: in order to ensure that the weak point is broken first in the case of continuous cable and to reserve a certain safety factor for the cable, the 5 000lbf pull rod can be selected; the large diameter roller is selected to reduce the cable tension, and the roller with a diameter of 700mm is preferred; the normal lifting speed of the logging cable is 6 000m/h, and the cable tension can reach 61.4kN, meeting the strength requirements. …”
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BANJIR RESCUE: IOT-BASED FLOOD EVACUATION CENTER by Nor Azimah Khalid, Nur aliah Syamsurial, Noorhayati Mohamed Noor, Shapina Hj Abdullah

“…The result shows that the proposed approach could provide a near-real-time water level reading of each sensor and near-accurate distance calculation to the system to determine the appropriate evacuation center.…”

Three-Stage Bidding Strategy of Generation Company Based on Double Deep Q-Network under Incomplete Information Condition by Pengpeng YANG, Beibei WANG, Peng XU, Gaoqin WANG, Yaxian ZHENG

“…This paper also analyzes the effectiveness of the generation company’s adoption of the DDQN algorithm for generating market strategy in terms of selection of different state vector, network generalization ability and adaptability to larger-scale calculation examples.…”
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PROSPECTS OF INNOVATIVE ACTIVITY IN THE INDUSTRY FOR THE PERIOD TILL 2020 by M. Motova

“…Besides the data reflecting directly the innovation potential of the industrial organization dealing with the calculation of forecasts was used by the author as the set of macroeconomic indicators. …”
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Study on tunnel ventilation and pollutant diffusion mechanism during construction period. by Xiaoke Chang, Jianxi Ren, Rong Yang, Yan Tong

“…Construction planners can accurately calculate the required air supply volume according to the specific situation of the tunnel, and then select the appropriate ventilation fan, which can not only ensure the ventilation effect but also save energy and reduce costs.…”
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Fad Diets, Body Image, Nutritional Status, and Nutritional Adequacy of Female Models in Malang City by Mutiara Vidianinggar, Trias. Mahmudiono, Dominikus Atmaka

“…The research design was cross-sectional in 52 female models aged 18–25 years who were selected by simple random sampling. The data of fad diets used in the questionnaire, nutritional status data using the calculation of the last body weight and height, and nutritional adequacy were measured using 2 × 24 hour food recall. …”
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Voltage mapping relationship based single-phase-to-ground fault sector location method for low resistance neutral grounded system by Zhihua Zhang, Yuxiao Xing, Bingyin Xu, Haojie Shi, Guang Li, Yongliang Liang

“…Next, using the derived MV electrical quantities alongside network topology and equivalent parameters, we calculate the positive-sequence fault current component. …”
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Complex Model for Hot Metal Temperature Prediction: Torpedo Car and Ladle Processes by Milan Durdán, Ján Terpák, Marek Laciak, Ján Kačur, Patrik Flegner, Gabriel Tréfa

“…An absolute and relative error calculation was used to verify the proposed model.…”
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Investments in the Digitalization of service Companies as a source of Well-being of the Population of the Regions by V. A. Yakimova, S. V. Khmura

“…The objectives of the study are theoretically justify the selection of indicators for assessing the well-being of the regional population, investments in the digitalization of service organizations depending on the type of region, and the calculation of digital effects. …”
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Use of stable water isotopes to identify water as a source for palsa ice core formation by Yu. N. Chizhova, Yu. K. Vasil’chuk

“…The use of computational modeling of the distribution of the values of δ18О and δ2Н during the ice formation in a closed system and the selection of the calculated parameters, performed in such a way that the actual values in the ice are described, show the initial isotopic characteristics of the moisture from which the ice was formed. …”
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