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Day-Ahead Net Load Forecasting for Renewable Integrated Buildings Using XGBoost
Published 2025-03-01“…With the large-scale adoption of photovoltaic (PV) systems as a renewable energy source, accurate long-term forecasting benefits both utilities and customers. …”
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Robust Optimization for Microgrid Management With Compensator, EV, Storage, Demand Response, and Renewable Integration
Published 2024-01-01“…Navigating the complex terrain of microgrid energy management is challenging due to the uncertainties linked with abundant renewable resources, fluctuating demand, and a wide range of devices including batteries, distributed energy sources, electric vehicles, and compensatory devices. …”
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DMYTRО DONTSOV’S TEXTS IN THE ASPECT OF CORPUS LINGUISTICS AND LEXICOGRAPHY
Published 2024-12-01“…Through the use of large-scale empirical data and advanced computer technologies to reach objective insights into language function, linguistic corpora have quickly become invaluable resources. …”
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Adaptation mechanisms of Alcanivorax facilitating its predominance in marine environments
Published 2024-11-01Get full text
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Nanocellulose derived from agricultural biowaste by-products–Sustainable synthesis, biocompatibility, biomedical applications, and future perspectives: A review
Published 2024-12-01“…Moreover, the strategic integration of nanocellulose into composites and its structural functionalization enable customizing its properties for specific functions, further expanding its utility. …”
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Real-World Health Care Outcomes and Costs Among Patients With Juvenile Idiopathic Arthritis in Spain
Published 2023-12-01“… # Objective To assess the direct healthcare, indirect resource utilization, and associated cost of moderate-to-severe JIA in children in routine clinical practice in Spain…”
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Editorial
Published 2025-05-01“…Contributions on flexible antenna designs, mobile applications for dyslexic learners, and modified grey relational analysis further showcase how electronics and AI are increasingly embedded in daily societal functions. In Materials and Manufacturing Engineering, the research on MSW-derived biochar for iron production and voltage-induced void formation in boiler tubes exemplifies innovation in resource utilization and reliability of industrial systems. …”
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Robust Expansion Planning of Distribution Network in Presence of Electric Vehicles to Improve Economic Parameters and Reduce Energy Consumption
Published 2025-05-01“…The YALMIP toolbox in MATLAB software was utilized to model and solve the objective function of this problem, which is expressed in both deterministic and nondeterministic versions. …”
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A Lightweight Transformer Model for Defect Detection in Electroluminescence Images of Photovoltaic Cells
Published 2024-01-01“…To improve the real-time performance of the DEtection TRansformer (DETR) model on these edge devices, a novel Lightweight Decoder-only DETR (LD-DETR) is proposed for defect detection of PV modules, which achieves high performance and low computational cost with an easy architecture. We remove the resource-intensive Transformer Encoder structure from the DETR baseline so that the Decoder can directly utilize the finely fused features produced by a specialized lightweight convolution module that includes an upsample operation to preprocess the features. …”
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Machine Learning‐Enabled Drug‐Induced Toxicity Prediction
Published 2025-04-01“…This review may provide researchers with a valuable reference for understanding and utilizing the available resources to bridge prediction and mechanistic insights, and further advance the application of ML in drugs‐induced toxicity prediction.…”
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Adaptive Virtual Inertia Control for Combined Heat Pump and Biogas Engine Generator System: An Alternative Solution for Grid-Level Energy Storage
Published 2024-01-01“…The combined heat-pump and biogas engine generator system (CHBS) serves as an alternative solution to address fluctuations in renewable generation output, offering several notable advantages such as a straightforward design that integrates a heat pump and thermal energy storage (TES) into an existing biogas plant to achieve functionality equivalent to an Energy Storage System (ESS) at cost-effective resource utilization compared to the Battery-based energy storage system. …”
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