Research on the Performance and Energy Saving of Solar-Coupled Air Source Heat Pump Heating System: A Case Study of College Dormitory in Hot Summer and Cold Winter Zone by Xu Wang, Shidong Wang, Tao Li

“…The thermal performance parameters and solar energy utilization of the two systems were discussed, and the energy efficiency, economy, and environmental protection of the two systems were analyzed. …”
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Efficiency-Centered Fault Diagnosis of In-Service Induction Motors for Digital Twin Applications: A Case Study on Broken Rotor Bars by Adamou Amadou Adamou, Chakib Alaoui

“…The shadow model accurately estimates IM losses and efficiency across various operational conditions. Our proposed method utilizes efficiency as the primary indicator for fault detection, while losses serve as condition indicators for fault diagnosis based on real-time motor parameters and loss sources. …”
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Developing an efficient explainable artificial intelligence approach for accurate reverse osmosis desalination plant performance prediction: application of SHAP analysis by Meysam Alizamir, Mo Wang, Rana Muhammad Adnan Ikram, Sungwon Kim, Kaywan Othman Ahmed, Salim Heddam

“…In recent decades, securing drinkable water sources has become a pressing concern for populations in various regions worldwide. …”
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Slowly digestible starch impairs growth performance of broiler chickens offered low-protein diet supplemental higher amino acid densities by inhibiting the utilization of intestina... by Caiwei Luo, Yao Yu, Gang Meng, Jianmin Yuan

“…Conclusion The SDS diet impaired broiler growth by reducing intestinal starch digestibility, which inhibited intestinal AA and glucose absorption and utilization, increased AA oxidation for energy supply, and lowered the efficiency of protein synthesis. …”
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Evolution and characteristics of China’s policies on non-hazardous industrial solid waste management: Analysis based on policy texts by YANG Runlin, LI Xiao, REN Yanan, SHI Lei

“…This study aims to systematically review China’s policy texts on NHIW management from 2001 to 2024 and identify their evolutionary stages and main characteristics, thereby providing references for improving policies on comprehensive industrial resource utilization and enhancing environmental governance efficiency. …”
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Construction and Application of Intelligent O&M System for Urban Rail Transit Signaling Systems by YU Meng, LU Huaike, LIANG Zhe, FAN Zichao, GAO Ning

“…The goal is to break through the technical and managerial bottlenecks of traditional O&M models and achieve efficient, precise, and sustainable O&M system. [Method] By integrating multi-source heterogeneous data and building a multi-layer architecture, the system enables real-time equipment status monitoring and degradation trend analysis, significantly improving data utilization and fault identification capabilities. …”
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Rapid tests to inform triage and antibiotic prescribing decisions for adults presenting with suspected acute respiratory infection: a rapid evidence synthesis of clinical effective... by Katie Scandrett, Jill Colquitt, Rachel Court, Fiona Whiter, Bethany Shinkins, Yemisi Takwoingi, Emma Loveman, Daniel Todkill, Paramjit Gill, Daniel Lasserson, Lena Al-Khudairy, Amy Grove, Yen-Fu Chen

“…Methods Searches for systematic reviews, randomised controlled trials and cost–utility studies were conducted in May 2023. Sources included MEDLINE, Epistemonikos, EMBASE, Cochrane Central Register of Controlled Trials, the Cost-effectiveness Analysis Registry and reference checking. …”
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Assessing the impact of multi-source environmental variables on soil organic carbon in different land use types of China using an interpretable high-precision machine learning meth... by Feng Wang, Ruilin Liang, Shuyue Li, Meiyan Xiang, Weihao Yang, Miao Lu, Yingqiang Song

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Turning Trash into Treasure: Silicon Carbide Nanoparticles from Coal Gangue and High-Carbon Waste Materials by Kaixing Gao, Yao Zhang, Binghan Wang, Zhuangzhuang Zhang, Sen Luo, Qian Wang, Yanzhong Zhen, Feng Fu, Yucang Liang

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CMS systems in rapeseed and their use in the breeding of domestic hybrids by I. N. Anisimova, A. G. Dubovskaya

“…Development of heterotic hybrids is the most efficient approach to solve the problem of increasing the yield of rapeseed (Brassica napus L.), a leading oilseed crop. …”
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Evaluation of urea loaded nano clay biopolymer composites and nitrification inhibitors on nitrogen use efficiency under maize-wheat cropping system by Premlata Meena, K. M. Manjaiah, Kapil Atmaram Chobhe, Vinod Kumar Sharma, Hanuman Singh Jatav, Mamta, Ajit Kumar Meena

“…Abstract Across the globe, cereal crops have only < 30% nitrogen (N) use efficiency (NUE) due to significant loss of N.During previous decade nitrification inhibitors (NI) were promoted for better N management and utilization. …”
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Distribution of Operating Costs Along the Value Chain of an Open-Pit Copper Mine by Hervé Losaladjome Mboyo, Bingjie Huo, François K. Mulenga, Pieride Mabe Fogang, Jimmy Kalenga Kaunde Kasongo

“…The study also highlighted several opportunities for cost reduction and enhanced mining sustainability through strategies such as energy consumption optimization, the use of alternative energy sources, and optimized blast design. Finally, valuable insights aimed at promoting sustainable resource utilization, improved cost efficiency, and data-driven decision-making in mining operations are offered to mine planners and operators. …”
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Improving Leaf GOGAT Activity After the Post-Silking Period Contributes to High Grain Yield with Reduced Nitrogen in N-Efficient Maize by Haoyu Li, Yanbing Wang, Jian Wang, Meng Zhang, Wenbo Liu, Xiangling Li, Xiaohu Lin

“…Therefore, we suggest that molecular breeding programs should focus on the <i>GOGAT2</i> gene in low-N-efficient maize varieties, and cultivation techniques should aim to improve the GOGAT enzyme activity after the post-silking period to achieve high yields and N utilization efficiencies with less N fertilizer.…”
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Intra-day dispatch method via deep reinforcement learning based on pre-training and expert knowledge by Yanbo Chen, Qintao Du, Huayu Dong, Tao Huang, Jiahao Ma, Zitao Xu, Zhihao Wang

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DeepSeek vs. ChatGPT: prospects and challenges by Inhye Jin, Jonathan A. Tangsrivimol, Jonathan A. Tangsrivimol, Erfan Darzi, Hafeez Ul Hassan Virk, Zhen Wang, Zhen Wang, Jan Egger, Sean Hacking, Benjamin S. Glicksberg, Markus Strauss, Markus Strauss, Chayakrit Krittanawong

“…DeepSeek has introduced its recent model DeepSeek-R1, showing divergence from OpenAI’s ChatGPT, suggesting an open-source alternative to users. This paper analyzes the architecture of DeepSeek-R1, mainly adopting rule-based reinforcement learning (RL) without preliminary supervised fine-tuning (SFT), which has shown better efficiency. …”
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Dietary macronutrient composition and partial soybean meal replacement with slow-release urea: Effects on performance, digestibility, rumen fermentation, and nitrogen metabolism in... by M. Sadeghi, E. Ghasemi, R. Sadeghi, F. Hashemzadeh, A. Kahyani, S. Kalantari-Dehaghi, F. Ahmadi, M.H. Ghaffari

“…ABSTRACT: A 2 × 2 factorial arrangement of treatments was used to investigate the interactive effects of dietary macronutrient composition (high-starch, low-fat, low-fiber [HsLFF] diet or low-starch, high-fat, high-fiber [LsHFF] diet) and N source (soybean meal [SBM] or partially replaced by slow-release urea [SRU]) on lactation performance, rumen fermentation, N utilization efficiency, nutrient digestibility, blood metabolites, and feeding behavior in cows. …”
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Efficiency of Penicillium sp. and Aspergillus sp. for bioleaching lithium cobalt oxide from battery wastes in potato dextrose broth and sucrose medium by Thanapon Chandakhiaw, Neung Teaumroong, Pongdet Piromyou, Pongpan Songwattana, Waraporn Tanthanuch, Somchai Tancharakorn, Sakhob Khumkoa

“…Bioleaching, a process utilizing microbial activity, was used in this study to investigate the cobalt and lithium leaching efficiency from battery wastes. …”
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Microgrid Energy Management Considering Energy Storage Degradation Cost by Yiming Zhao, Hongrui Li, Changsheng Wan, Dong Du, Bo Chen

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In situ generated diphenylphosphine-chelated imidazo[1,5-a]pyridin-3-ylidene nickel(0) catalysts for highly efficient acrylate synthesis from ethylene and CO2 by Changmuk Kang, Seyong Kim, Woosong Han, Huijeong Ryu, Wooyong Seong, Jiyun Kim, Da-Ae Park, Seongwook Park, Kyungho Park, Hyun Min Park, Hyun Tae Kim, Chang Hee Lee, Sukwon Hong

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Ensuring the Efficiency and Effectiveness of Joint Clinical Assessment in National HTA Decision-Making: Insights from the 2024 CIRS Multi-Stakeholder Workshop by Ting Wang, Neil McAuslane

“…To enhance the efficiency of the JCA process, a list of metrics is recommended for continuous improvement, as well as establishing training programs to strengthen member states’ capabilities, fostering open dialog for sharing technology-specific insights, and creating open-source tools to support companies. …”
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