Networked Multi-Agent Deep Reinforcement Learning Framework for the Provision of Ancillary Services in Hybrid Power Plants by Muhammad Ikram, Daryoush Habibi, Asma Aziz

“…The proposed approach outperforms existing methods under partially, fully, and randomly connected scenarios by effectively handling uncertainties, system intermittency, and communication resiliency.…”
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Multiscale evolution of human-water relationship and its influencing factors in the middle and lower reaches of the Yellow River by RAN Zhao, LIU Yansui, GAO Jianhua

“…[Objective] This study examined the relationship between humans and water from the perspective of supply and demand, and revealed the complicated relationships between humans and water by exploring the supply-demand relationship of water resources, to provide a reference for the balance between supply and demand of water resources and the decision making for sustainable development in the middle and lower reaches of the Yellow River. [Methods] Based on multi-source data and using bivariate spatial autocorrelation, supply-demand ratio, and optimal parameter geographic detector methods, this study explored the scale evolution characteristics and influencing factors of human-water relationship in the middle and lower reaches of the Yellow River. …”
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Proposals for the development of the system of taxation of transport tax (passenger car transport) by A. M. Terekhov

“…The article is devoted to the identification of ways to improve the system of taxation of transport tax on road transport in the Russian Federation, including the optimization of the current method of calculating the tax.Materials and methods. …”
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Enhancing output and durability of polymer-based piezoelectric vibration energy harvesters using mechanical metamaterials by Shunta HASEGAWA, Kota MORISHITA, Yuya TANAKA, Gen HASHIGUCHI, Hiroshi TOSHIYOSHI, Takaaki SUZUKI

“…Using finite element method (FEM) analysis, we examined the effects of the PVEH structure and thickness of the elastic layer on performance, leading to a design of PVEHs that optimize both output power and sufficient strength. …”
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Sustainable utilization of palm oil industry by-products for livestock feed: A digestibility and environmental assessment by Arif Dwi Santoso, Evi Sribudiani, Atien Priyanti, Dwi Yulistiani, Hotmatua Daulay, Rahmania Hanifa, I Gusti Ayu Putu Mahendri, Priyono, Umi K. Yaumidin, Arsyadi Ali, Edi Erwan, Dudi Iskandar, Ira Nurhayati Djarot

“…Digestibility was assessed via the total collection method, while environmental performance was measured through openLCA 2.0 software, employing the CML-IA method with the Ecoinvent 3.8 database. …”
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Ways to increase the inter-maitenance period of roads by A. A. Lytkin, G. V. Dolgikh, A. S. Prolygin

“…In order to determine the optimal dosages of sludge for strengthening slag crushed stone, samples with a sludge content of 5, 10, 20, 30% were formed using a similar method and tested for compression and splitting immediately after production and then after 1, 3, 6, 9 and 12 months hardening. …”
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Enhancing heart disease classification with M2MASC and CNN-BiLSTM integration for improved accuracy by Vivek Pandey, Umesh Kumar Lilhore, Ranjan Walia, Roobaea Alroobaea, Majed Alsafyani, Abdullah M. Baqasah, Sultan Algarni

“…The classifier parameters are tuned using the modified mixed attention and search optimization. The M2MASC-enabled CNN-BiLSTM model performs better than traditional methods of accuracy 98.25%, precision 99.57%, and recall 97.53% for TP 80 with the MIT-BIH dataset.…”
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Single nucleotide polymorphism-based visual identification of Rhodiola crenulata using the loop-mediated isothermal amplification technique by Li Hao, Xin Shi, Shiyu Wen, Caiye Yang, Yaqi Chen, Samo Yue, Jiaqiang Chen, Kexin Luo, Bingliang Liu, Yanxia Sun, Yi Zhang

“…However, the classification of Rhodiola species can lead to confusion, raising safety concerns in the herbal medicine market.MethodsThe cleaved amplified polymorphic sequence (CAPS) RT-PCR was used to identify the single nucleotide polymorphism (SNP) sites, based on which the loop-mediated isothermal amplification (LAMP) was employed to develop the method in Rh. crenulata identification. …”
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Trigeneration Turbine Units Based on Low Boiling Working Fluids by A. V. Ovsyannik, V. P. Kliuchinski

“…The research was based on the method of exergetic analysis, the results of which are presented in the form of enlarged Grassmann – Shargut diagrams. …”
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Early Bearing Fault Diagnosis in PMSMs Based on HO-VMD and Weighted Evidence Fusion of Current–Vibration Signals by Xianwu He, Xuhui Liu, Cheng Lin, Minjie Fu, Jiajin Wang, Jian Zhang

“…To address the challenges posed by weak early fault signal features, strong noise interference, low diagnostic accuracy, poor reliability when using single information sources, and the limited availability of high-quality samples in practical applications for permanent magnet synchronous motor (PMSM) bearings, this paper proposes an early bearing fault diagnosis method based on Hippopotamus Optimization Variational Mode Decomposition (HO-VMD) and weighted evidence fusion of current–vibration signals. …”
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Ways of Financing Innovation of Trade Business by T. I. Berg

“…The author’s matrix of finance methods was designed depending on the type of innovation and finance sources. …”
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Multiple-Vector-Based Model Predictive Flux Control to Reduce Common-Mode Voltage for Induction Motors Considering Dead-Time Effects by Chao Chen, Huiqing Song, Hongqiang Zhou, Hongsen Zhao

“…First, a simplified sector identification method based on cost function is proposed to obtain the optimal voltage vector (VV) and the corresponding duty cycle. …”
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OPTIMATRIX v2.0: Optimised protocol to mitigate microbial blooms in the micro-Matrix bioreactor platform used as an ex vivo human distal colon model by Arghya Mukherjee, Nicola Ferremi Leali, Elisa Salvetti, Sandra Torriani, Paul D. Cotter, Harsh Mathur

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Short-Term Electric Load Forecasting for an Industrial Plant Using Machine Learning-Based Algorithms by Oğuzhan Timur, Halil Yaşar Üstünel

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TECHNIQUES AND FACTORS CONTRIBUTING TO DEVELOPING CRITICAL THINKING SKILLS by Irina Vladimirovna Glukhova

“…The complex of procedures and the conditions promoting effective development of critical thinking skills is theoretically proved on the basis of the analysis of various information sources. Practical significance. The research outcomes and the recommended methods of critical thinking skills formation can be useful for the professors and lecturers of higher education institutions to optimize subject matter selection, techniques and methods of education under the conditions of dynamically updated educational process.…”
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Research on fuzzy evaluation of ecological safety of land resources in Pearl river Delta area based on DPSIR framework by Weihua Deng, Meng Li, Yanlong Guo

“…The spatial visualization tool Quantum GIS(QGIS) and objective evaluation index method entropy weight method topsis(EWM-TOPSIS) were applied to assess the land ecological situation in the Pearl River Delta area from 2012 to 2021. …”
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Feasibility Study of Polygeneration Turbine Plants Based on Carbon Dioxide by A. V. Ovsyannik, V. P. Kliuchinski

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Consensual  Budgetary  and  Fiscal  Policy  of  BRICS by М. V. Zharikov

“…The calculation of the effectiveness of consensual tax, budgetary and fscal policy of the BRICS members is made on the basis of comparative analysis of the variants of fnancing the budget defcit by own means and the sources of hypothetical common debt market. The article proves that functioning of common market of debt fnance is optimal for the BRICS members on condition of using comparative advantage of China in providing credit resources to the members of the group. …”
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Social Well-being of the Megalopolis Population as an Integral Indicator by P. P. Deriugin, L. A. Lebedintseva, O. V. Yarmak, Shi Yi, E. A. Kamyshina

“…The basic theoretical and methodological approaches to the study of the social well-being of the population of megacities as an integral indicator, as well as current trends in the development of new diagnostic methods are considered. The experience of empirical sociological research is presented, showing methodological algorithms for system fixation and processing of the main indicators-indicators.Methodology and sources. …”
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Determination of Reactive RF-Sputtering Parameters for Fabrication of SiOx Films With Specified Refractive Index, for Highly Reflective SiOx Distributed Bragg Reflector by Elnaz Afsharipour, Byoungyoul Park, Cyrus Shafai

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