Research on control strategy for energy management of hydrogen-electric hybrid vehicles in urban rail transit applications based on fuzzy control by LI Hongwei, CHEN Limei, GAO Yang, WANG Jian, SHI Lei, XIANG Weiran

“…Simulation results show that hybrid power urban rail vehicles utilizing an energy management strategy based on fuzzy control effectively balance train power demands, the output characteristics among fuel cell systems, and supercapacitor systems, and achieve improved fuel economy and system efficiency through real-time adjustments of energy allocation. Compared with the traditional power supply mode using OCS systems, the proposed strategy improves vehicle efficiency by about 25.36%, and demonstrates significant energy-saving effects, while remaining the optimal power range without abrupt changes in fuel cell power output.…”
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A dynamic early warning model based on LSTM-AM for property-based elderly care resource shortages in urban-rural integrated counties in China by Qingheng Sun

“…Abstract As China’s aging problem intensifies and urban-rural resource allocation remains uneven, the shortage of property-based elderly care service resources in counties within urban-rural integration zones has become increasingly prominent. …”
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Geospatial Planning for Least-Cost Electrification in Developing Countries by Nicolò Ceccato, Corrado Maria Caminiti, Aleksandar Dimovski, Marina Petrelli, Midas Caubergs, Marco Merlo

“…To address the challenges of processing vast geospatial data, handling complex and computationally intensive network design, and making detailed yet accessible economic assessments, this work introduces a Buffering plugin for community identification and a Grid Routing and Cost Allocation plugin for network design and economic assessment, both integrated into the open-source QGIS platform. …”
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Interactions and tradeoffs for sustainability, equity, and resilience in wasted food models by Tiruwork B Tibebu, Siyu Li, Mariana Torres Arroyo, Katherine Lessard, Joe F Bozeman III, Yongyang Cai, Jessica A Gephart, Megan Konar, Young-Jae Lee, Xiaobo Romeiko, Jessye Talley, Sauleh Siddiqui

“…The model applies a convex nonlinear optimization to determine the allocation of wasted food to different management alternatives, optimizing for economic (net cost), sustainability (emissions reductions or energy savings), or equity (distribution of per-capita cost or emissions reduction impacts). …”
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Multiple factors based adaptive laboratory evolution strategy enhances DHA production in Aurantiochytrium sp. PKU#Mn16 by rewiring key metabolic pathways by Xueyan Ding, Xingyu Zhu, Yuetong Zhao, Ningdong Xie, Guangyi Wang

“…Additionally, reduced competing secondary metabolic fluxes optimized substrate allocation. This innovative acclimation strategy not only sheds light on the molecular mechanisms driving efficient fatty acid and DHA production but also lays the groundwork for future comparative genomics and genetic editing efforts aimed at further boosting yields of fatty acids and other natural secondary metabolites in thraustochytrids.…”
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A comparative analysis of the impact of climate change on emergence of infectious diseases and outbreaks in remote areas of Sindh, Pakistan by Miss Hafsa Faruqui, Dr. Saeed Khan

“…Comparative analysis of disease surveillance pre- and post-floods can help in understanding the changes in disease dynamics which are instrumental in refining public health strategies and optimizing resource allocation in the face of environmental challenges. …”
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Deep Reinforcement Learning-Based Energy Management Strategy for Green Ships Considering Photovoltaic Uncertainty by Yunxiang Zhao, Shuli Wen, Qiang Zhao, Bing Zhang, Yuqing Huang

“…Owing to the global concern regarding fossil energy consumption and carbon emissions, the power supply for traditional diesel-driven ships is being replaced by low-carbon power sources, which include hydrogen energy generation and photovoltaic (PV) power generation. …”
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A Study on Measures to achieve Net Zero and RE100 goals in Urban Water Cycle System by Seyoung Ahn, Haerim Kim

“…Achieving Net Zero and RE100 requires prioritizing strategies for insets, offsets and efficient resource allocation. For this, the technical feasibility and self-implementation potential of reduction efforts and the external conditions for offsets, should be carefully reviewed to optimize implementation strategies. …”
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Integrative Analysis of Transcriptomic and Metabolomic Profiles Uncovers the Mechanism of Color Variation in the Tea Plant Callus by Mengna Xiao, Yingju Tian, Ya Wang, Yunfang Guan, Ying Zhang, Yuan Zhang, Yanlan Tao, Zengquan Lan, Dexin Wang

“…AC activates the photosynthesis of callus by regulating carbon source allocation and upregulating the expression of key genes in the <i>psa</i>, <i>psb</i>, and <i>pet</i> families within the photosynthetic system. …”
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Leveraging AI for early cholera detection and response: transforming public health surveillance in Nigeria by Adamu Muhammad Ibrahim, Mohamed Mustaf Ahmed, Shuaibu Saidu Musa, Usman Abubakar Haruna, Mohammed Raihanatu Hamid, Olalekan John Okesanya, Aishat Muhammad Saleh, Don Eliso Lucero-Prisno III

“…By integrating AI into Nigeria’s public health infrastructure, early detection and response can be improved, resource allocation optimized, and disease transmission minimized. …”
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EPIWATCH, an artificial intelligence early-warning system as a valuable tool in outbreak surveillance by Dr Ashley Quigley, Mr Damian Honeyman, Ms Haley Stone, Dr Rebecca Dawson, Professor C Raina MacIntyre

“…This research highlights the capability of EPIWATCH as a valuable tool for non-traditional surveillance, enabling resource allocation, response and preparedness efforts to be optimized. …”
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Spatial complex correlation characteristics of carbon emissions and carbon transboundary transfer: Assessment of the carbon footprint in four mega-urban agglomerations in China by Chengxue Yu, Haimeng Lei, Hongbo Zheng, Tong Xu, Zhanfeng Dong

“…This indicates the dominance a ''broker-like'' collaborative mechanism that optimizes the allocation of environmental resources across regions and enhances the overall synergistic effects of regional low-carbon transformation. …”
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Digital Twin Water Resource Scheduling and Management Platform for Irrigation Areas by XIAO Hong-yu, CHEN Shi-lei, WANG Shuai, HOU Jun, CHEN Li-li

“…The dynamic simulation and analysis of water allocation plans generated by the integrated model of “inflow prediction-water demand prediction-dynamic canal system water distribution” were performed, continuously iterating and optimizing scheduling plans to assist in the scientific development of joint water resource scheduling plans for the canal gate groups in the irrigation area. …”
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Protocol for the development of Polish clinical guidelines for the management of patients with systemic lupus erythematosus by Joanna Makowska, Brygida Kwiatkowska, Magdalena Krajewska-Włodarczyk, Bogdan Batko, Marcin Stajszczyk, Jerzy Świerkot, Zbigniew Żuber, Piotr Leszczyński, Agata Sebastian, Magdalena Władysiuk, Irena Walecka, Michał Chmielewski, Mariusz Stasiołek, Maria Maślińska

“…By implementing evidence-based recommendations, they will support healthcare providers in improving patient outcomes, optimizing resource allocation, and addressing the unique challenges of SLE within the Polish healthcare system.…”
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Hybrid LSTM–Transformer Architecture with Multi-Scale Feature Fusion for High-Accuracy Gold Futures Price Forecasting by Yali Zhao, Yingying Guo, Xuecheng Wang

“…This research proposes innovative cross-modal fusion frameworks for gold futures forecasting, providing financial institutions with robust quantitative tools to enhance asset allocation optimization and strengthen risk hedging strategies. …”
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Changes in sediment connectivity and its impact on sediment transport in a typical watershed of Southern Jiangxi Province, China by Fei Sheng, Tingxin Yi, Yanyan Wang, Haijin Zheng, Shiyu Liu, Xiaofei Nie, Longsong Hu, Haifeng Li

“…The research results provide a scientific basis for controlling soil erosion and optimizing land use allocation in the watershed.…”
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Dynamic weighting factor assignment method for the predictive control of electrical drives by Kristóf Bándy, Péter Stumpf

“…Abstract This article presents an innovative approach for real‐time allocation of weighting factor values in model predictive control of electrical drive systems. …”
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Development and multicentric external validation of a prognostic COVID-19 severity model based on thoracic CT by Ine Dirks, Matías Nicolás Bossa, Abel Díaz Berenguer, Tanmoy Mukherjee, Hichem Sahli, Nikos Deligiannis, Emma Verelst, Bart Ilsen, Simon Van Eyndhoven, Lucie Seyler, Arne Witdouck, Gilles Darcis, Julien Guiot, Athanasios Giannakis, Jef Vandemeulebroucke

“…Abstract Background Risk stratification of COVID-19 patients can support therapeutic decisions, planning and resource allocation in the hospital. In times of high incidence, a prognostic model based on data efficiently retrieved from one source can enable fast decision support. …”
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Superimposed Training-Based Channel Estimation for MIMO Relay Networks by Xiaoyan Xu, Jianjun Wu, Shubo Ren, Lingyang Song, Haige Xiang

“…Through the superposition of a group of additional training vectors at the relay subject to power allocation, the separated estimates of the source-relay and relay-destination channels can be obtained directly at the destination, and the accordance with the two-hop AF strategy can be guaranteed at the same time. …”
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Unraveling the metabolic landscape of Exophiala spinifera strain FM: Model reconstruction, insights into biodesulfurization and beyond. by Hamta Babaei Naeij, Zahra Etemadifar, John Kilbane, Mohammad Hossein Karimi-Jafari, Sepideh Mofidifar

“…We focused on understanding the cost associated with metabolites in sulfur assimilation pathway to assess economic feasibility, optimize resource allocation, and guide metabolic engineering and process design. …”
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