Digital Design and Research of Reliability Allocation of the Gear Transmission System by Han Yingying, Ai Hongxu, Shen Qiang, Li Ziyuan, Li Wei

“…In this study, aiming at the problems of incomplete consideration factors, inconsistent range of changes in different allocation methods for the same parameter, and inconvenient digital software development in existing reliability allocation methods, an improved advisory group on reliability of electronic equipment (AGREE) allocation method is proposed, the scoring allocation method is extended, and the digital characteristics of reliability allocation method are discussed. …”
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The impact of stator module gaps on the performance of canned permanent magnet synchronous motors with segmented stators by Li Ming, Zheng Jixin, Du Guanghui, Lun Shuxian

“…The test results verify the correctness and effectiveness of the proposed method and results. This study not only provides new insights into the complex interactions between module gap size, flux distribution, harmonic content, loss mechanisms, torque output, and efficiency in this specific motor structure, but also offers guidance for the optimized design of the CPMSM.…”
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Fuzzy decision support system for english language teaching with corpus data by Meilin Huang

“…In this decision process, the teaching efficiency towards the specific output is tuned through personalized training recommendations. …”
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Remaining Useful Life Prediction of Rolling Bearings Based on Policy Gradient Informer Model by Jiahao XIONG, Feng LI, Baoping TANG, Yongchao WANG, Ling LUO

“…These advantages enable the proposed rolling-bearing RUL-prediction method to obtain higher prediction accuracy, better robustness, and higher computational efficiency. …”
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Improving the Principles of Identifying Critical Requirements for the Assembly of High-Precision Products by A. V. Nazaryev, P. Yu. Bochkarev

“…However, to effectively identify the numerous requirements for the assembly of high-precision products (output parameters) and select those that cannot be provided by the method of complete interchangeability (critical elements), additional research is needed. …”
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Non-uniform dust distribution effect on photovoltaic panel performance by Saman S. Jaafar, Hiwa A. Maarof, Renas T. Salh, Hoshang Sahib, Yousif H. Azeez

“…<p><em>A novel experimental method for power efficiency loss is presented in this paper. …”
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Designing Low Dropout Regulator with Low Settling Time, High Power Supply Rejection and Low Line and Load Regulation by Najmeh Khanian, Abbas Golmakani

“…In these paper two methods to improve the efficiency of LDO regulators is proposed. …”
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Enhancing PV power generation via an adaptive neuro-fuzzy and fast terminal synergetic MPPT approach by Khalil Chnini, Dalinda dhifaoui, Houda Jouini, Hatem Allagui

“…The distinct characteristics of photovoltaic (PV) generators related to power and current present a complex problem in terms of optimizing their power output. To tackle this, a Maximum Power Point Tracking (MPPT) interface is required to extract the full power and increase the efficiency. …”
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Reasonable Intake and Exhaust Processes Scheduling of Two‐Stroke Free Piston Linear Generator for Intelligent New Energy Vehicles by Dequan Zeng, Jun Lu, Yiming Hu, Peizhi Zhang, Jinwen Yang, Qin Yu, Xiaoliang Wang

“…Finally, the piston dynamics are applied to calculate piston displacement for objecting valve operation and piston velocity for simulating FPLG output power. The results show that the cyclic fuel injection quality is 42–53 mg for the output power about 12.5 kW, and total efficiency about 35.5%; the intake pressure would be not less than 1.83 atm when the compression ratio is from 8 to 10 and the exhaust pressure ranges from 3.78 to 6 atm.…”
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Impact of Wake Interference Suppression Strategies on the Aerodynamic Performance of Twin Wind Turbines by Liuti SHI, Yunhui CHEN, Jiahuang TU

“…[Conclusion] By changing the yaw angle of the upstream wind turbine or the upstream and downstream wind turbines staggered arrangement and other wake effect inhibition strategies, the power output of the upstream wind turbine is reduced and the effect of the wake of the upstream wind turbine is improved, which can improve the aerodynamic power output of the downstream wind turbine and the overall power generation of the wind turbine, and improve the power generation efficiency of the wind turbine in a relatively large scale, and provide a certain degree of numerical simulation for the optimization of the arrangement of large-scale wind farms support.…”
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Decentralized Voltage and Var Control of Active Distribution Network Based on Parameter-Sharing Deep Reinforcement Learning by Binqiao Zhang, Changlin He

“…The results from IEEE 33-node simulations show that the approach reduces voltage fluctuations and lowers power loss better than other methods. The findings indicate that parameter-sharing helps agents work together, so large-scale Active Distribution Networks can use decentralized voltage control more efficiently. …”
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Seasonal Analysis of Silicon Photovoltaic Technology Module by Krupali Kanekar, Prakash Burade, Dhiraj Magare

“…The findings demonstrate that the multi-crystalline technology efficiency and output power evaluated for sites conform to the efficiency as well as output power anticipated using the temperature of the module. …”
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Fabrication-Tolerant Single-Transverse-Mode Supersymmetric Laser Arrays by Ruigang Zhang, Yu Lu, Tiange Wu, Sikang Yang, Kaiyuan Wang, Qiaomu Hu, Yunlong Li, Deming Liu, Shuang Zheng, Minming Zhang

“…The semiconductor supersymmetric (SUSY) laser arrays have achieved single-transverse-mode operation with high output powers, which hold great potential for integrated optoelectronic devices for optical communication and ranging systems. …”
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MPPT of solar PV systems using PSO memetic algorithm considering the effect of change in tilt angle by Loganathan V, Jothi Swaroopan N M

“…The convergence time is also greatly reduced by the proposed method. An efficiency of 99.91% and a convergence time of 8.5 ms is achieved by this algorithm. …”
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Research on Path Tracking Technology for Tracked Unmanned Vehicles Based on DDPG-PP by Yongjuan Zhao, Chaozhe Guo, Jiangyong Mi, Lijin Wang, Haidi Wang, Hailong Zhang

“…Realizing path tracking is crucial for improving the accuracy and efficiency of unmanned vehicle operations. In this paper, a path tracking hierarchical control method based on DDPG-PP is proposed to improve the path tracking accuracy of tracked unmanned vehicles. …”
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Pengukuran Tingkat Eko-Efisiensi Batik Cap Menggunakan Metode Life Cycle Analysis (Studi Kasus: Batik Encim pada Kampoeng Batik Kauman Pekalongan) by Novie Susanto, Thomas Triadi Putranto

“…This eco-efficiency measurement is carried out using the Life Cycle Assessment (LCA) method. …”
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Control Algorithm for Equal Current Sharing between Parallel-Connected Boost Converters in a DC Microgrid by Muamer M. Shebani, M. Tariq Iqbal, John E. Quaicoe

“…In DC microgrid, the conventional droop control method is preferred because it is more competitive in terms of cost, suitability, and reliability compared to the master-slave control method. …”
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Deep Communication: Exploring End-to-End Wireless with Convolutional Neural Network by Sumaira Mushtaq, Bahman R Alyaeia, Momna Sultan, Janshair Khan

“…Our proposed method leverages the strengths of CNNs in learning and extracting features from raw data and applies them to wireless communication. …”
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Hardware-in-the-Loop Implementation of the Hybrid FPA-P&O Approach for Optimizing Photovoltaic Systems under Partial Shading Conditions by Fares Bettahar, Sabrina Abdeddaim, Achour Betka

“…Efficient solar panel power generation is crucial for sustainable energy systems, particularly as PV systems are often installed near urban areas where shadows from buildings and trees can cause fluctuations in power output.  …”
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Lower Energy Storage-Based 9L- Switched Capacitor ANPC Inverter Topology With Voltage Boosting Features by R. Sekar, M. Jagabar Sathik, Mamdouh L. Alghaythi, Meshari S. Alshammari, K. Vijayakumar

“…The conventional Active Neutral Point Clamped (ANPC) inverter output voltage is half of the input voltage, i.e. dc-link voltage requirement is double the output voltage which leads to several challenges such as high dc-link capacitor size and voltage ratings, front-end DC-DC boost converter, etc. …”
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