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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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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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186
RABP: Delay/disruption tolerant network routing and buffer management algorithm based on weight
Published 2018-03-01“…This algorithm estimates the message delay and hop count to the destination node in order to construct a weight function of the delay and hop count. A node with the least weight value will be selected as the relay node, and the algorithm implements buffer management based on the weight of the message carried by the node, for efficiently utilizing the limited network resources. …”
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Relationship between ecological spatial network and vegetation carbon use efficiency in the Yellow River Basin, China
Published 2024-12-01“…Vegetation, as a crucial carbon sink, is facing extensive degradation under the mounting pressures of urbanization and excessive resource exploitation, exacerbating the imbalance between carbon sources and sinks. …”
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A Comparative Study of Banking Sectors of Pakistan and India: An Application of Data Envelopment Analysis
Published 2021-05-01“…For this purpose, the performance analysis has been referred to, so as to verify the core-essence of the technical gains in efficiency, the role of managerial practices adopted, and the utilization of resources by the banking sectors in these two jointly bordered countries of South Asia. …”
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189
Typologation and Analysis of the Significance of Risks and Threats to the Energy Security of the Republic of Belarus Taking into Account the Integration of Belarusian NPP in the E...
Published 2022-10-01“…The most important financial risks include: the increase in the cost of basic fuel and energy resources; shortage of working capital and investments; lack of sources of financing for the reconstruction of heating networks; reduction of consumer solvency; provision of discounts from tariffs to a significant number of business entities. …”
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Spatial–Temporal Heterogeneity of Wetlands in the Alpine Mountains of the Shule River Basin on the Northeastern Edge of the Qinghai–Tibet Plateau
Published 2025-03-01“…Alpine wetland ecosystems, as important carbon sinks and water conservation areas, possess unique ecological functions. Driven by climate change and human activities, the spatial distribution changes in alpine wetlands directly affect the ecosystems and water resource management within a basin. …”
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191
Advances in Processing Techniques and Determinants of Sweet Potato Starch Gelatinization
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Nitrogen content estimation of apple trees based on simulated satellite remote sensing data
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193
Real-World Health Care Outcomes and Costs Among Patients With Juvenile Idiopathic Arthritis in Spain
Published 2023-12-01“…Unitary costs were obtained from official sources (€, 2020). # Results Overall, children had inactive disease/low disease activity according to JADAS-71 score and very low functional disability as measured by Childhood Health Assessment Questionnaire score. …”
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Operational Modes and Technical Points for Empowering Urban Park Green Spaces by Digital Technology
Published 2025-06-01“…Therefore, against the backdrop of China’s encouragement of the open sharing of urban park green spaces, it is particularly important in the current economic situation to consider how to make better use of digital technologies such as artificial intelligence (AI), Internet of Things (IoT), and big data (BD) to empower the operation of park green spaces, further revitalize the advantageous resources of parks, promote the transformation of parks from “extensive management” to “precise services”, and enhance the “self-sustaining” function of parks through operation. …”
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Enhancing Port Energy Autonomy Through Hybrid Renewables and Optimized Energy Storage Management
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Evaluation Methods for the Human–Land Coupling Coordination Relationship in a Metro Station Area: A Case Study of Chengdu Metro Line 1
Published 2025-02-01“…By collecting multi-source data, the coupling coordination degree model (CCDM) is used to quantitatively evaluate the human–land coupling coordination relationship in the station area. …”
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Tampa Bay red tide tweet dashboard: Using Twitter/X to inform understanding of harmful algal blooms in the Tampa Bay region
Published 2025-05-01“…This paper describes the dashboard architecture, deployment, functionality, and use cases. The dashboard was co-developed with regional stakeholders and researchers and is expected to have utility for local resource management organizations, along with a broader research community interested in studying HAB events. …”
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Advances and perspectives in genetic expression and operation for the oleaginous yeast Yarrowia lipolytica
Published 2024-12-01“…The utilization of industrial biomanufacturing has emerged as a viable and sustainable alternative to fossil-based resources for producing functional chemicals. …”
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Recent advances of Sargassum pallidum in chemical and biological aspects
Published 2025-03-01“…This review aims to serve as a theoretical reference for further utilization and development of functional foods derived from marine resources like SP, summarizing relevant literature from both domestic and international sources. …”
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