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Real defect partial discharge identification method for power cables joints based on integrated PJS-M and GA-SVM algorithm with multi-source fusion
Published 2025-08-01“…The proposed model was compared with several state-of-the-art SVM optimization algorithms, including GA-SVM, PCA-SVM, and PSO-SVM. …”
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Time-series signal analysis of sustainable process intensification: Characterization method development of gas-solid fluidized bed hydrodynamics towards AI-enhanced algorithms
Published 2025-06-01“…The complex nature of these systems has led to numerous analysis algorithms for assessing time-series signals critical to observe the fluidization hydrodynamics. …”
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Determining parameters of surface defects in the base metal of pipelines using results of complex diagnostics
Published 2025-04-01“…We discuss issues of determining surface operational defects parameters using results of complex diagnostics including ultrasonic, eddy current and visual non-destructive testing methods. …”
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Review and Mapping of Search-Based Approaches for Program Synthesis
Published 2025-05-01“…We aim to offer an understanding of the guiding principles of current methodologies by mapping them to the required type of user intent, the type of search algorithm, and the representation of the search space. …”
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Research on the optimization of environmental governance pathways under the background of ecological environment big data
Published 2025-03-01“…Ecological environment big data, as an important part of the new quality productivity, helps promoting efficient, scientific and precise environmental governance and realizing the intelligent transformation of environmental governance. However, the current application of ecological environment big data in China's environmental governance practice faces practical difficulties: firstly, the lack of legal regulations on data utilization hinders data utilization, leading to difficulties in data retrieval; secondly, the insufficient security technology guarantee for ecological environment big data results in data security risks, such as data distortion and data leakage; thirdly, the inadequate regulatory system for big data algorithms leds to algorithmic discrimination and disrupts China's environmental governance ecosystem. …”
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Association analysis of causative factors of fall from height accidents
Published 2025-12-01“…Utilizing the Apriori algorithm and Gephi software, the study mined the association rules of causal factors in falls from height and constructed their network diagram. …”
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Federated learning and GWO-enabled consumer-centric healthcare internet of things for pancreatic tumour
Published 2025-05-01“…The proposed model was more network efficient, performed better in data imbalance scenarios, and led to lower communication costs than the currently available federated average model. Following validation, the proposed framework attained a prediction accuracy of 98.9 %. …”
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THE RELIABILITY OF DETERMINING THE SHORT CIRCUIT ZONE OF THE LINES OF 6–35 kV
Published 2018-01-01“…Having taken the relative simpleness of the current protection into account the authors consider the unilateral remote method of accounting the parameters of the emergency mode and the type of fault to be the most suitable for the implementation of the algorithm of its functioning as compared with the existing methods of fault location. …”
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Performance investigation of two-level reduced-switch D-STATCOM in grid-tied solar-PV array with stepped P&O MPPT algorithm and modified SRF strategy
Published 2023-09-01“…A versatile control strategy is proposed, which gives the system maximum power point tracking capability with a stepped perturbation and observation (P&O) algorithm and the grid current is maintained at unity power factor. …”
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Impact of solid oxide FC-RFB and IPFC on a renewable multi-area power system using combined PI and FOPD controllers optimized by the African Vulture algorithm
Published 2025-05-01“…The results show that the AVOA-optimized PI(FOPD) controller greatly enhances LFC performance, making it a promising alternative for current power networks.…”
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An Optimal Integral Fast Terminal Synergetic Control Scheme for a Grid-to-Vehicle and Vehicle-to-Grid Battery Electric Vehicle Charger Based on the Black-Winged Kite Algorithm
Published 2025-06-01“…Moreover, the Black-Winged Kite Algorithm is introduced to select the optimal gains of the proposed IFTS control scheme. …”
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Method for assessing testing difficulty in educational sphere
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Epidemiology, disease burden and costs of Duchenne muscular dystrophy in Germany: an observational, retrospective health claims data analysis
Published 2025-08-01“…Conclusions We present an algorithm on which further research can be based, and provide a current picture of epidemiology, burden of disease and healthcare utilization and direct costs of DMD in Germany.…”
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A COMPREHENSIVE MODEL FOR THE POWER TRANSFORMER DIGITAL DIFFERENTIAL PROTECTION FUNCTIONING RESEARCH
Published 2016-05-01“…Digital differential protection blocking algorithms based on the harmonic content were considered. …”
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