Comparative Analysis of Supervised Learning Techniques for Forecasting PV Current in South Africa by Ely Ondo Ekogha, Pius A. Owolawi

“…The empirical formula’s measured currents are compared with outputs from various neural networks techniques, including feedforward neural networks (FFNNs), the general regression network known as GRNN, cascade forward neural networks also known as CFNNs, and adaptive fuzzy inference systems known as ANFISs, all optimized for enhanced accuracy using the particle swarm optimization (PSO) method. …”
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Problems of Investment Planning in Upstream companies by L. R. Artemkina

“…The goal of research is to study the current problems of investment planning in Russian upstream companies, which are caused by imperfection of the current methodology of the functional business process “Investment planning”, and to develop the recommendations on solving these problems. Methods. The general scientific research methods are used in the study: analysis and synthesis, induction, modeling and system approach. …”
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Voltage Control Nonlinearity in QZSDMC Fed PMSM Drive System with Grid Filtering by Przemysław Siwek, Konrad Urbanski

“…The article includes simulation results obtained using Matlab Simulink 2019a, which facilitated the preliminary verification of the applied structures and methods. The obtained model revealed the presence of nonlinearities in the Quasi-Z-Source voltage control system, which were subsequently confirmed through experimental verification. …”
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Statistical and neural network modeling of β-glucanase production by Streptomyces albogriseolus (PQ002238), and immobilization on chitosan-coated magnetic microparticles by Nourhan H. Elshami, Ghadir S. El‑Housseiny, Mahmoud A. Yassien, Nadia A. Hassouna

“…Other fermentation conditions were optimized through response surface methodology (RSM); D-optimal design (DOD) with a total of 28 runs. …”
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DETERMINATION OF PARAMETERS OF INFORMATION PROTECTIOOF N AT THE ENTERPRISE IN CONDITIONS DESTABILIZING INFORMATION INFLUENCE by Асаді Болдгоягович Гребенніков, Герман Вікторович Шуклін, Олег Владимирович Барабаш, Юрій Миколайович Щебланін

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Study on carbon emission accounting and emission reduction path of coal production in coal mine by Xinbo GU, Weidong PAN, A SIhaer Niyazibieke, ‌Zhining ZHAO, Shaohua FENG, Yiwei LI, Jie HUANGFU, Xiaohua WU

“…According to the classification of carbon emission sources, the consumption of electricity accounts for 48.5% of carbon dioxide emissions, the largest proportion. …”
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Influence of Various Fruit Preservation Methods on the Phenolic Composition and Antioxidant Activity of <i>Prunus spinosa</i> L. Fruit Extract by Valentina Sallustio, Joana Marto, Lidia Maria Gonçalves, Manuela Mandrone, Ilaria Chiocchio, Michele Protti, Laura Mercolini, Barbara Luppi, Federica Bigucci, Angela Abruzzo, Teresa Cerchiara

“…To preserve these properties after harvesting, understanding the best storage methods is essential. In this study, blackthorns were preserved using different methods (air-drying, freezing, or freeze-drying) to determine the optimal procedure for preserving their antioxidant activity. …”
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Optimal energy management of distributed generation resources in a microgrid under various load and solar irradiance conditions using the artificial bee colony algorithm by Tareq Hamadneh, Omar Alsayyed, Belal Batiha, El Manaa Barhoumi, Mehrdad Ahmadi Kamarposhti, Hassan Haghighi, Phatiphat Thounthong, Ilhami Colak

“…Achieving these objectives requires comprehensive modeling of all microgrid components, including load profiles, generation sources, and the network structure. In recent years, metaheuristic optimization techniques have gained significant traction due to their flexibility and robustness in handling complex, nonlinear, and multi-objective problems without the need for initial estimations. …”
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Development of Theoretical Approaches to Determination of the Main Groups of Biologically Active Substances of Medicinal Plant Raw Materials by TLC Method by O. V. Trineeva

“…The aim of this work was to develop a theoretical approach to the choice of optimal conditions for the chromatographic separation of various groups of BAS of plant origin in a thin layer of sorbent.Materials and methods. …”
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A new method to retrieve relative humidity profiles from a synergy of Raman lidar, microwave radiometer, and satellite by C. Ji, Q. Jin, F. Li, Y. Liu, Z. Wang, Z. Wang, J. Mao, J. Mao, X. Ren, Y. Xiang, W. Jian, W. Jian, Z. Chen, Z. Chen, P. Zhao, P. Zhao

“…Our suggested method for RH profiling demonstrates optimal concordance with the best correction coefficients <span class="inline-formula"><i>R</i></span> of 0.94 in Huhehaote (HHHT), 0.92 in Yibin (YB), and 0.93 in Qingyuan (QY). …”
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Time-division prediction method for peak power of distributed new energy access power grid based on ARIMA–RBF by Yangrui Zhang, Junpeng Zhao, Chao Zhang, Bingyu Zhang, Xiaoyu Liu, Shaokang Feng

“…Historical power data are selected using a similar-day method and segmented into different periods using the Fisher optimal division method. …”
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Introducing Cu(II) onto SiO₂-TiO₂ with Rice Husk Ash as the Source of Silica and Its Catalytic Activity for Kumada Cross-coupling Reaction to Produce Biphenyl... by Dewi Agustiningsih, Nuryono Nuryono, Sri Juari Santosa, Eko Sri Kunarti

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Vessel Type Recognition Using a Multi-Graph Fusion Method Integrating Vessel Trajectory Sequence and Dependency Relations by Lin Ye, Xiaohui Chen, Haiyan Liu, Ran Zhang, Bing Zhang, Yunpeng Zhao, Dewei Zhou

“…To address this limitation, our study introduces a novel multi-graph fusion representation method that integrates both trajectory sequences and dependency relationships to optimize the task of vessel type recognition. …”
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Advanced Numerical Analysis of Heat Transfer in Medium and Large-Scale Heat Sinks Using Cascaded Lattice Boltzmann Method by Fatima Zahra Laktaoui Amine, Mustapha El Alami, Elalami Semma, Hamza Faraji, Ayoub Gounni, Amina Mourid

“…This study employs the Cascaded Lattice Boltzmann Method (CLBM) to enhance their thermal performance. …”
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Optimization of Ultrasonication Probe-Assisted Extraction Parameters for Bioactive Compounds from <i>Opuntia macrorhiza</i> Using Taguchi Design and Assessment of Antioxidant Prope... by Dimitrios Kalompatsios, Vassilis Athanasiadis, Martha Mantiniotou, Stavros I. Lalas

“…Ultrasound probe-assisted extraction (UPAE) is a highly promising method for efficiently extracting valuable molecules from natural sources. …”
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Method for rapid deployment of low-cost sensors for a nationwide project in the Internet of things era: Air quality monitoring in Taiwan by Fan-Lun Chen, Kun-Hsing Liu

“…However, the conventional siting optimization methods were inadequate for deploying thousands of sensors. …”
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МОНІТОРИНГ ЕФЕКТИВНОСТІ РОБОТИ В ЛОКАЛЬНИХ ЕЛЕКТРОЕНЕРГЕТИЧНИХ СИСТЕМАХ by С.П. Денисюк, Г.С. Бєлоха, К.М. Гілевич, І.С. Чернещук

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A hybrid biomass supply chain optimization approach using sequential adaptive fuzzy inference learning: Insights from a cogeneration system in Europe by Seyydeh Atefeh Mousavi Abandansari, Peiman Ghasemi, Ahmad Attar, Fariba Goodarzian, Seyedeh Asra Ahmadi

“…This paper explores the biomass supply chain's untapped potential as an entrepreneurial opportunity, analyzing its complexities from raw material sourcing to product distribution. The study utilizes a hybrid, multifaceted approach to allow for such a thorough analysis, in which the first phase is to analyze questionnaires and use the fuzzy Delphi method to determine how various components and factors impact the biomass supply chain. …”
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Multiscale feature tuned trans-DeepLabV3+ based semantic segmentation of aerial images using improved red piranha optimization algorithm by P. Anilkumar, K. Lokesh, A. Naveen Kumar, D. John Pradeep, Y. V. Pavan Kumar, Rammohan Mallipeddi

“…In this work, an effective image semantic segmentation method utilizing deep learning techniques is designed using a heuristic technique. …”
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Advancing climate resilience: technological innovations in plant-based, alternative and sustainable food production systems by Aleksandar Mešić, Marina Jurić, Francesco Donsì, Luna Maslov Bandić, Slaven Jurić

“…Hydroponics and aquaponics are other alternatives for growing plants using as much as 90% less water and producing more food compared to conventional methods, while vertical farming can increase crop yield per land area, particularly in urban settings, due to its potential to reduce the strain on conventional agricultural land suitable for urban regions. …”
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