On Data Envelopment Analysis Framework for Optimizing Two-Stage Systems Under Neutrosophic Environment by Basma E. El- Demerdash, A. Almutairi, Sultan S. Alodhaibi, Hamiden Abd El- Wahed Khalifa, Heba Ghareb Goma

“…Recently, DEA became one of the evaluation method and used widely by the researchers for the analysis. …”
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Process Importance Identification for the SPAC System Under Different Water Conditions: A Case Study of Winter Wheat by Lijun Wang, Liangsheng Shi, Jinmin Li

“…Applied to a winter wheat SPAC system under different water conditions, the method effectively and reliably identifies critical processes. …”
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Stochastic Optimal Power Flow of Wind Turbine through Flexible Grid Connected System Considering Converter Loss by Jiahui DU, Changjiang WANG, Ling LI, Chenguang YANG

“…Thirdly, the stochastic optimal power flow model of wind power through the flexible DC grid-connected system is constructed, and the model is solved by the interior point method, and the numerical characteristics of output variables are obtained by using the statistical method. …”
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A linear programming-based framework of interval power flow analysis for distribution systems by Xuehan Zhang, Bairong Deng, Zhenning Pan, Tao Yu

“…The interval power flow (IPF) method is widely employed to address the uncertainties of renewable energy sources (RESs) in power systems. …”
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Multivariate Optimization And Modeling of Gas Refinery Oily Wastewaters Treatment Utilizing Activated Carbon As High Throughput Adsorbent by Hamed Bagheri, Bizhan Honarvar, Nadia Esfandiari, Zahra Arab Aboosadi

“…<p style="text-align: left;"><strong>Introduction:</strong> Recently, adsorption-based wastewater treatment had been utilized as a cost-effective, high-throughput, and efficient method. It is reported that to reach an efficient treatment process, the adsorption process should be optimized by a reliable optimization process. …”
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The Conceptual Principles of Evaluating the Economic Potential of Agricultural Enterprises by Krasnorutskyy Oleksiy O., Marenych Tetiana H., Kalchenko Mykola M., Sherstiuk Oleksandr V.

“…The assessment of the magnitude of the economic potential of an agricultural enterprise is presented as an organized and purposeful process of determining the monetary value of production-technological, agro-ecological, and innovative-investment potentials, taking into account the direction of the dynamics of the efficiency indicators of their implementation. A qualitative assessment should ensure compliance with the principles, methodological approaches, methods, evaluation procedures, and well-founded assumptions that the company can make in calculations. …”
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Comprehensive analysis of the integrated quality of cultivated kelp (Saccharina japonica) in three major producing provinces of China by Xiaohui Liu, Haiyi Wu, Meili Xin, Wendan Chi, Mengxue Xu, Jingjing Song, Haozhi Sui, Fang Lv, Dongmei Zhan

“…Understanding the differences in the integrated quality of S. japonica across major production regions is necessary for achieving high-quality output and maximizing resource utilization efficiency. …”
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A New Analysis of Web Customer Service Text Classification of Alexa Virtual Assistant Commands Using a Deep Learning Model by Seidakhmet Nurpatsha

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Hyperspectral Simultaneous Anomaly Detection and Denoising: Insights From Integrative Perspective by Minghua Wang, Lianru Gao, Longfei Ren, Xian Sun, Jocelyn Chanussot

“…The proposed algorithm is efficiently solved by the well-designed linearized alternating direction method of multipliers with an adaptive penalty. …”
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Assessing and Reducing Energy Consumption of Grain Cleaning and Drying Equipment by Yu. N. Sap’yan, V. A. Kolos, M. I. Suleymanov, E. N. Kabakova

“…The authors developed methods for determining and analyzing input and output data, evaluating energy efficiency status, and principles for updating equipment. …”
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Control optimization for permanent magnet synchronous generators in multi-source power systems by LI Lingyun, LIU Weizhi, WANG Yongxiang, LIU Yang

“…In the application of multi-source power transmission systems, the control of permanent magnet synchronous generators (PMSG) driven by diesel engines demands higher control precision, stronger anti-interference capability, and enhanced power output performance. This paper presents the design optimization for the control of PMSGs from both strategy and controller perspectives. …”
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Innovative biomass cogeneration system for a zero energy school building by Ali Ghanbari Birgani, Ehsanolah Assareh, Ashkan Ghafouri, Ali Falavand Jozaei

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INNOVATIVE ACTIVITY IN RUSSIA: GLOBAL AND REGIONAL DYNAMICS, EFFECTIVENESS by Alexander Gladilin, Ilya Udaltsov

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Early Fault Detection and Operator-Based MIMO Fault-Tolerant Temperature Control of Microreactor by Yuma Morita, Mingcong Deng

“…In this paper, we extend it to a two-input, two-output fault-tolerant control system. We also use a fault detection system that combines ChangeFinder, a time-series data analysis method, and One-Class SVM, an unsupervised learning method. …”
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A new intelligent controller based on integral sliding mode control and extended state observer for nonlinear MIMO drone quadrotor by Moussa Abdillah, El Mehdi Mellouli, Touria Haidi

“…Finally, the effectiveness and superiority of the proposed control method are proved by simulation results. The results show that the proposed approach can handle external disturbances and eliminate chatter, leading to smooth control laws and lower power consumption, which is excellent from an energy efficiency perspective.…”
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An integrated approach to uncertainty and global sensitivity analysis in penstock structural modeling by Manal Haddouch, Imane Hajjout, El Mostapha Boudi

“…Illustrated through a free vibration analysis model of a penstock span, this structured methodology begins with Uncertainty Analysis (UA) to identify variabilities, followed by a screening phase using the Morris method to enhance computational efficiency. Subsequent application of multi-method GSA ranks parameter sensitivities, assesses robustness, and provides a comparative evaluation, providing insights into the effective tools for conducting GSA on penstock models. …”
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Toward a Sustainable Indoor Environment: Coupling Geothermal Cooling with Water Recovery Through EAHX Systems by Cristina Baglivo, Alessandro Buscemi, Michele Spagnolo, Marina Bonomolo, Valerio Lo Brano, Paolo Maria Congedo

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Heat transfer enhancement using Cu+Al2O3 ferro magnetic nanoparticle confession in an elliptic duct device with energy conservation by Noreen Sher Akbar, M. Fiaz Hussain, Javaria Akram, Fahid Riaz, Muhammad Farooq

“…The resulting nonlinear and coupled system of partial differential equations are tackled through Galerkin finite element method with the help of MATLAB. Using MATLAB, graphical outputs are obtained for the flow characteristics under varying flow conditions to analyze two-dimensional peristaltic flow. …”
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Comprehensive Study on Hydrogen Production for Sustainable Transportation Planning: Strategic, Techno-Economic, and Environmental Impacts by Mohammadamin Ganji, Mohammad Gheibi, Alireza Aldaghi, Klodian Dhoska, Sonila Vito, Sina Atari, Reza Moezzi

“…Hydrogen energy is essential in the transition to sustainable transportation planning, providing a clean and efficient alternative to traditional fossil fuels. …”
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A Reinforcement Learning-Based Generative Approach for Event Temporal Relation Extraction by Zhonghua Wu, Wenzhong Yang, Meng Zhang, Fuyuan Wei, Xinfang Liu

“…Despite extensive efforts in this area, the existing methods face two main issues. Firstly, the previous models for event temporal relation extraction mainly rely on a classification framework, which fails to output the crucial contextual words necessary for predicting the temporal relations between two event triggers. …”
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