Distributed PV hosting capacity assessment method for distribution network considering planning of flexible resource by XU Jiayu, WANG Xiaobing, LI Bing, GU Jingda, ZHANG Qiushi, ZANG Tianlei

“…The upper model aims to maximize the PV access capacity, while the lower model considers the flexible operation constraints of the distribution network to promote the efficient absorption of PV. By solving the bi-level model iteratively, the maximum evaluation result of PV hosting capacity and the optimal allocation scheme of flexible resources are obtained. …”
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Enhancing Sustainable IoT Systems Through a Goal-Oriented Requirements Analysis Framework by José Alfonso Aguilar-Calderón, Carolina Tripp-Barba, Aníbal Zaldívar-Colado, Pedro Alfonso Aguilar-Calderón, Pablo Alfonso Aguilar-Calderón

“…This research presents the goal-oriented requirements analysis (GORA) methodology, which optimizes requirement specification, resource allocation, and sustainability in IoT development. GORA addresses both functional and non-functional requirements, such as energy efficiency and security, while minimizing computational overhead and reducing resource wastage. …”
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Challenges and inequalities in the management of financing the tasks of local government units: a critical analysis by Arkadiusz Ciach

“…Recommendation for the introduction of more transparent mechanisms for allocating public funds. Emphasize the importance of support for less developed local government units, which would reduce regional inequalities and make more efficient use of available funds.…”
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Coupled intelligent prediction model for medium- to long-term runoff based on teleconnection factors selection and spatial-temporal analysis. by Jintao Li, Ping Ai, Chuansheng Xiong, Yanhong Song

“…The proposed models were tested in the Yalong River Basin (YLRB), where accurate medium- to long-term runoff forecasts are essential for ecological management, flood control, and optimal water resource allocation. The results demonstrate the following: (1) The impact of atmospheric circulation indices on YLRB runoff exhibits a one-month lag, providing crucial insights for water resource scheduling and flood prevention. (2) The coupled models effectively eliminate collinearity and redundant variables, improving prediction accuracy across all forecast periods. (3) Compared to single baseline models, the coupled models demonstrated significant performance improvements across six evaluation metrics. …”
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Applying Circular Thermoeconomics for Sustainable Metal Recovery in PCB Recycling by Jorge Torrubia, César Torres, Alicia Valero, Antonio Valero, Ashak Mahmud Parvez, Mohsin Sajjad, Felipe García Paz

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Microgrid Resilience Enhancement with Sensor Network-Based Monitoring and Risk Assessment Involving Uncertain Data by Tangxiao Yuan, Kossigan Roland Assilevi, Kondo Hloindo Adjallah, Ayité Sénah A. Ajavon, Huifen Wang

“…At the application level, this framework is successfully applied to two critical decision-making scenarios: the first is to optimize the power allocation strategy between solar energy and the auxiliary grid, aiming to maximize cost efficiency and minimize power outage losses; the second is to develop low-risk maintenance plans based on the predicted failure probabilities of microgrid components with uncertain information. …”
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Energy Harvesting for Throughput Enhancement of Cooperative Wireless Sensor Networks by Van-Dinh Nguyen, Chuyen T. Nguyen, Oh-Soon Shin

“…Numerical results are provided to evaluate the proposed scheme.…”
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Environmental assessment of organic dairy farms in the US: Mideast, northeast, southeast, and mountain regions by Horacio A. Aguirre-Villegas, Nicole Rakobitsch, Michel A. Wattiaux, Erin Silva, Rebecca A. Larson

“…The choice of CH4 predictive equations, N2O emission factors, allocation, and functional units could increase GHGs up to 43% in the evaluated organic dairy farms.…”
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The Potential of a Thermoelectric Heat Dissipation System: An Analytical Study by Xuechun Li, Rujie Shi, Kang Zhu

“…This study examined the benefits of incorporating a thermoelectric cooler (TEC) into conventional heat sinks and investigated strategies to improve heat dissipation efficiency. A theoretical model introducing a dimensionless evaluation index (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msub><mi>r</mi><mi>q</mi></msub></mrow></semantics></math></inline-formula>) is proposed to assess the system’s performance, which measures the ratio of the heat dissipation density of a conventional heat dissipation system to that of a thermoelectric heat dissipation system. …”
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Risk and resilience based residential electric vehicle integration framework for restoration of modern power distribution networks by Abdullah Ali M. Alghamdi, Dilan Jayaweera

“…The restoration of power distribution networks following extreme events is a critical challenge, particularly when traditional utility-owned mobile power sources (MPSs) are limited in number, capacity, and deployment flexibility. …”
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Fine-grained building function recognition with street-view images and GIS map data via geometry-aware semi-supervised learning by Weijia Li, Jinhua Yu, Dairong Chen, Yi Lin, Runmin Dong, Xiang Zhang, Conghui He, Haohuan Fu

“…This study offers a new solution for large-scale and multi-city applications by efficiently utilizing multi-source geoinformation data, enhancing urban information acquisition efficiency, and assisting in rational resource allocation.…”
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Using New York City’s Geographic Data in an Innovative Application of Generative Adversarial Networks (GANs) to Produce Cooling Comparisons of Urban Design by Yuanyuan Li, Lina Zhao, Hao Zheng, Xiaozhou Yang

“…This study employs a combination of qualitative and quantitative metrics to evaluate the performance of different model stages, selecting the most accurate model as the final experimental framework. …”
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Software Defect Prediction Based on Effective Fusion of Multiple Features by Chaozheng Zhang, Junhua Wu

“…The proposed model is evaluated on nine open-source Java project samples from the PROMISE dataset. …”
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Double layered expansion planning for virtual power plants considering virtual energy storage systems by Jianghai Ma, Xuanwen Gu, Yao Zhang, Jinming Gu, Wenjie Luo, Feng Gao

“…Abstract With the widespread integration of renewable energy sources, power systems increasingly require enhanced flexibility and economic efficiency. …”
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IMPACT OF SELECTED FIRM-SPECIFIC CHARACTERISTICS ON FINANCIAL PERFORMANCE OF NIGERIAN LISTED INSURANCE USING CARAMELS FRAMEWORK by ALIU, Ismaila Daudu, Qadir Folorunsho DAUDA, Rukayat Bukola ADEJARE, Bashirat O OLOYIN-ABDULHAKEEM

“… Insurance sub-sector of financial services serve as the backbone of economic growth through efficient resource allocation, reduction of business risks and spread of financial risk. …”
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HawkEars: A regional, high-performance avian acoustic classifier by Jan Huus, Kevin G. Kelly, Erin M. Bayne, Elly C. Knight

“…We developed a novel solution, using embedding-based search to efficiently generate strong labels. We evaluated HawkEars performance for bird species relative to two prominent avian community classifiers: BirdNET, and Perch for two datasets representing two applications: bird community surveys and studies of vocal activity rate. …”
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MANAGEMENT OF FLUCTUATION OF FINANCIAL AND ECONOMIC INTEGRATED DEVELOPMENT OF INNOVATIVE ENTERPRISE by K. S. Boichenko, M. A. Tepliuk, N. Yu. Rekova, I. I. Stashkevych, M. Morkunas

“…The study found that achieving a high level of management of integrated enterprise development by fluctuation indicators, is possible when evaluating the effectiveness of functioning on the basis of a range of methods of improvement  the quality management of integrated development of the enterprise on the fluctuation indicators, resource allocation in order to reduce the level of fluctuation of expectations in the process of integrated development between enterprise and stakeholders using a set of basic and additional features to ensure efficiency of the development management at a high level and corresponding changes in key indicators, as well as maintain the balance in the form of alternatives in the disturbing effects of internal and external environmental factors of the enterprise. …”
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Deep learning-based anomaly detection for precision field crop protection by Cheng Wei, Yifeng Shan, MengZhe Zhen

“…AROS dynamically optimizes resource allocation based on real-time environmental feedback and multi-objective optimization, balancing yield maximization, cost efficiency, and environmental sustainability.ResultsExperimental evaluations demonstrate the effectiveness of our approach in detecting anomalies and improving decision-making in precision agriculture.DiscussionThis framework sets a new standard for sustainable and data-driven crop protection strategies.…”
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AutoML based workflow for design of experiments (DOE) selection and benchmarking data acquisition strategies with simulation models by Xukuan Xu, Donghui Li, Jinghou Bi, Michael Moeckel

“…Abstract Design of experiments (DOE) is an established method to allocate resources for efficient parameter space exploration. …”
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The Role of Regional Original Income, Regional Size, and Transfer Funds in Improving Regional Financial Performance by Rahmi Nur Islami, Rudy Bin Ansar, Tengku Putri Azizah

“…The results of this study provide important insights for local governments in designing more effective and efficient financial management strategies. In addition, these findings are expected to be a reference for policymakers in formulating transfer fund allocation formulas and PAD optimization to improve regional financial performance sustainably. …”
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