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基于特征选择和iJaya-SVR的年度电力消费预测研究

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控制与决策 2024年第3期39卷 1039-1047页

作者：高锋邵雪焱北京大学工学院北京100871 中国科学院科技战略咨询研究院北京100190

准确的电力消费预测对能源规划和政策制定具有重要意义.鉴于已有研究忽略了特征冗余以及智能优化算法控制参数不确定对预测精度的影响,引入最大相关最小冗余(MRMR)算法筛选电力消费的关键影响因素作为预测指标,提出改进的Jaya算法(iJaya... 详细信息

准确的电力消费预测对能源规划和政策制定具有重要意义.鉴于已有研究忽略了特征冗余以及智能优化算法控制参数不确定对预测精度的影响,引入最大相关最小冗余(MRMR)算法筛选电力消费的关键影响因素作为预测指标,提出改进的Jaya算法(iJaya)用于优化支持向量回归(SVR)的超参数,进而构建MRMR-iJaya-SVR预测模型.以我国的年度电力消费数据为例,对MRMR-iJaya-SVR模型的预测效果进行验证,并利用北京市的年度电力消费数据测试其鲁棒性.结果表明:iJaya算法具有较强的全局搜索能力和较好的稳定性, MRMR-iJayaSVR模型在单步预测和多步预测中的表现均优于基准模型.此外,对于不同的数据集, MRMR-iJaya-SVR模型均具有良好的鲁棒性.

关键词：特征选择改进的Jaya算法最大相关最小冗余支持向量回归混合预测模型电力消费预测

High-throughput fluorescent screening of thioredoxin reductase inhibitors to inhibit Mycobacterium tuberculosis

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Chinese Chemical Letters 2024年第3期35卷 358-362页

作者： Fei yan Xin Zhao Ruibo Li Xiuyan Han Qiulong yan Lei feng Xiulan Xin Jingnan Cui Xiaochi Ma Second Affiliated Hospital Dalian Medical UniversityDalian 116044China State Key Laboratory of Fine Chemicals Dalian University of TechnologyDalian 116024China Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy Xuzhou Medical UniversityXuzhou 221004China School of Chemistry and Chemical Engineering Henan Normal UniversityXinxiang 453007China College of Bioengineering Beijing PolytechnicBeijing 100029China

Tuberculosis(TB)is a chronic infectious disease,which is caused by the pathogen Mycobacterium tuberculosis(Mtb)and reemerged as a global health risk with a significant proportion of multi-drug resistant and extensively drug resistant TB *** is very urgent to find some novel high-confidence drug targets in Mtb for discovering the effective anti-TB *** reductase(TrxR)has been identified to be a highly viable target for anti-TB drugs for its important role in protecting the pathogen from thiol-specific oxidizing stress,regulating intracellular dithiol/disulfide homeostasis and DNA replication and *** the present work,a near-infrared(NIR)fluorescent probe DDAT was developed for the detection of TrxR activity and used to high-throughput screen the TrxR inhibitors from natural *** screened TrxR inhibitors from Sappan Lignum and microbial metabolites that were further used to inhibit Mycobacterium *** the results indicate that DDAT is a practical fluorescent molecular tool for the discovery of potential anti-TB drugs.

关键词： Thioredoxin reductase NIR fluorescent probe Fluorescence imaging High-throughput screening inhibitors Inhibit Mycobacterium tuberculosis

Ecological filter walls for efficient pollutant removal from urban surface water

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Environmental Science and Ecotechnology 2024年第5期21卷 230-237页

作者： Menglong Liao Ye Qiu yan Tian Zeng Li Tongtong liu Xinlei feng Guohong Liu Yujie feng State Key Laboratory of Urban Water Resource and Environment School of EnvironmentHarbin Institute of TechnologyHarbin150090China Heilongjiang Academy of Chemical Engineering No 3Nanhu StreetCentury DistrictHigh-Tech ZoneHarbin150028China

Urban surface water pollution poses significant threats to aquatic ecosystems and human *** nitrogen removal technologies used in urban surface water exhibit drawbacks such as high consumption of carbon sources,high sludge production,and focus on dissolved oxygen(DO)concentration while neglecting the impact of DO ***,we show an ecological filter walls(EFW)that removes pollutants from urban surface *** utilized a polymer-based three-dimensional matrix to enhance water permeability,and emergent plants were integrated into the EFW to facilitate biofilm *** observed that varying aeration intensities within the EFW's aerobic zone resulted in distinct DO gradients,with an optimal DO control at 3.19±0.2 mg L^(-1) achieving superior nitrogen removal ***,the removal efficiencies of total organic carbon,total nitrogen,ammonia,and nitrate were 79.4%,81.3%,99.6%,and 79.1%,*** community analysis under a 3 mg L^(-1) DO condition revealed a shift in microbial composition and abundance,with genera such as Dechloromonas,Acinetobacter,unclassified_f__Comamonadaceae,SM1A02 and Pseudomonas playing pivotal roles in carbon and nitrogen ***,the EFW facilitated shortcut nitrification-denitrification processes,predominantly contributing to nitrogen *** low manufacturing cost,flexible application,small artificial trace,and good pollutant removal ability,EFW has promising potential as an innovative approach to urban surface water treatment.

关键词： Urban water remediation Ecological filter walls Shortcut nitrification-denitrification Dissolved oxygen gradient Nitrogen removal

Clinical study of neutrophil-to-lymphocyte ratio and platelet-tolymphocyte ratio in hypertriglyceridemia-induced acute pancreatitis and acute biliary pancreatitis with persistent organ failure

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World Journal of Gastrointestinal Surgery 2024年第6期16卷 1647-1659页

作者： Mu-Sen Xu Jia-Le Xu Xin gao Shao-Jian Mo Jia-Yu Xing Jia-Hang Liu yan-Zhang Tian Xi-feng Fu The Third Hospital of Shanxi Medical University Shanxi Bethune HospitalShanxi Academy of Medical SciencesTongji Shanxi HospitalTaiyuan 030032Shanxi ProvinceChina Department of Environmental Health School of Public HealthShanxi Medical UniversityTaiyuan 030032Shanxi ProvinceChina

BACKGROUND The neutrophil-to-lymphocyte ratio(NLR)and platelet-to-lymphocyte ratio(PLR)are novel inflammatory indicators that can be used to predict the severity and prognosis of various *** categorize acute pancreatitis by etiology into acute biliary pancreatitis(ABP)and hypertriglyceridemia-induced acute pancreatitis(HTGP).AIM To investigate the clinical significance of NLR and PLR in assessing persistent organ failure(POF)in HTGP and *** A total of 1450 patients diagnosed with acute pancreatitis(AP)for the first time at Shanxi Bethune Hospital between January 2012 and January 2023 were *** patients were categorized into two groups according to the etiology of AP:ABP in 530 patients and HTGP in 241 *** collected and compared the clinical data of the patients,including NLR,PLR,and AP prognostic scoring systems,within 48 h of hospital *** The NLR(9.1 vs 6.9,P<0.001)and PLR(203.1 vs 160.5,P<0.001)were significantly higher in the ABP group than in the HTGP *** the HTGP group,both NLR and PLR were significantly increased in patients with severe AP and those with a SOFA score≥***,in the ABP group,NLR and PLR were significantly elevated in patients with severe AP,modified computed tomography severity index score≥4,Japanese Severity Score≥3,and modified Marshall score≥***,NLR and PLR showed predictive value for the development of POF in both the ABP and HTGP *** NLR and PLR vary between ABP and HTGP,are strongly associated with AP prognostic scoring systems,and have predictive potential for the occurrence of POF in both ABP and HTGP.

关键词： Acute pancreatitis Gallstone Hypertriglyceridemia Neutrophil-to-lymphocyte ratio Platelet-to-lymphocyte ratio Persistent organ failure

Ancient DNA unravels species identification from Laosicheng site,Hunan Province,China,and provides insights into maternal genetic history of East Asian leopards

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Zoological Research 2024年第1期45卷 226-229页

作者： Ming Zhang Cai-Hui Wang Yu-Xin Zheng Qi-gao Jiangzuo Ye-Mao Hou Peng Cao Qing-yan Dai Ruo-Wei yang feng Liu Xiao-Tian feng Lin-Heng Mo Qiao-Mei Fu China-Central Asia"the Belt and Road"Joint Laboratory on Human and Environment Research Key Laboratory of Cultural Heritage Research and ConservationSchool of Culture HeritageNorthwest UniversityXi’anShaanxi 710127China Shanghai Qi Zhi Institute Shanghai 200232China College of Life Sciences Northwest UniversityXi’anShaanxi 710127China Key Laboratory of Vertebrate Evolution and Human Origins Institute of Vertebrate Paleontology and PaleoanthropologyCenter for Excellence in Life and PaleoenvironmentChinese Academy of SciencesBeijing 100044China Cultural Relics and Archaeology Institute of Hunan ChangshaHunan 410083China University of the Chinese Academy of Sciences Beijing 100049China

DEAR EDITOR,The Laosicheng site in Yongshun County,Hunan Province,China,plays an important role in elucidating the animal population composition of the region prior to the middle Qing Dynasty(approximately 300 years ago).This site has yielded a substantial number of animal bones,11960 of which have been identified to the species level,serving as direct evidence of ancient animal populations(Hunan Provincial Institute of Cultural Relics and Archaeology,2018).

关键词： Hunan Ancient insight

Opportunities and challenges of high-entropy materials in lithium-ion batteries

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Rare Metals 2024年第10期43卷 4884-4902页

作者： Tong-Yue Xu Huai-Wei feng Wei Liu yan Wang Hong-He Zheng College of Energy&Jiangsu Key Laboratory of Advanced Negative Carbon Technologies& Collaborative Innovation Center of Suzhou Nano Science and TechnologySoochow University NARI Technology Co. Ltd.

Lithium-ion batteries(LIBs) currently occupy an important position in the energy storage market, and the development of advanced LIBs with higher energy density and power density, better cycle life and safety is a hot topic for both academia and industry. In recent years, high-entropy materials(HEMs) with complex stoichiometric ratios have attracted great attention in the field of LIBs due to their various promising functional properties. The adjustability and synergistic effects of multiple elements in HEMs make them possible to break through the bottleneck of traditional electrode materials and electrolytes, providing new opportunities for the development of high-performance LIBs. This article provides an overview of the opportunities and challenges of HEMs in LIBs, including cathodes, anodes and electrolytes. The progress of HEMs in LIBs is first summarized and analyzed, then the potential advantages and limitations of HEMs used in LIBs are concluded, finally some envisioned solutions are proposed to develop more advanced LIBs through HEMs.

关键词： Lithium-ion batteries

Analysis of the Immune Response by Standardized Whole‑Blood Stimulation with Metabolism Modulation

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Phenomics 2024年第1期4卷 81-89页

作者： Jialin Zhao Xuling Han Helian Li Yali Luo yan Fang Yun Wang Jian gao Yiran Zhao Jingxuan Han feng Qian State Key Laboratory of Genetic Engineering ShanghaiPublic Health Clinical CenterHuman PhenomeInstituteZhangjiang Fudan International InnovationCenter and School of Life SciencesFudan UniversityShanghai 200438China Ministry of Education Key Laboratory of Contemporaryanthropology School of Life SciencesFudan UniversityShanghai 200438China Institute of Immunophenome International Human PhenomeInstitutes(Shanghai)Shanghai 200433China

The immune system defends the body from infection and plays a vital role in a wide range of health *** afects a series of physiological processes,including those linked to the function of human immune *** metabolism modulates immune cell activation and cytokine *** the relationship between metabolism and immune response has important implications for the development of immune-based ***,the deployment of large-scale functional assays to investigate the metabolic regulation of immune response has been limited by the lack of standardized ***,we present a protocol for the analysis of immune response using standardized whole-blood stimulation with metabolism *** immune stimuli including pattern recognition receptor(PRR)ligands and microbial stimuli were incubated with fresh human whole *** metabolic inhibitors were used to modulate metabolic status in the immune *** variable immune responses after metabolic interventions were *** described in detail the main steps involved in the whole-blood stimulation and cytokines quantifcation,namely,collection and treatment of whole blood,preparation of samples and controls,cytokines detection,and stimulation with metabolic *** metabolic inhibitors for anabolic pathways and catabolic pathways exert selective efects on the production of cytokines from immune *** addition to a robust and accurate assessment of immune response in cohort studies,the standardized whole-blood stimulation with metabolic regulation might provide new insights for modulating immunity.

关键词： Immune response Whole blood stimulation Cytokines Immunometabolism

Coexistence of All-Order Topological States in a Three-Dimensional Phononic Topological Crystalline Insulator

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Research 2024年第2期2023卷 511-518页

作者： Hua-Shan Lai Hao Chen Chu-Hao Xia Si-Yuan Yu Cheng He yan-feng Chen National Laboratory of Solid State Microstructures&Department of Materials Science and Engineering Nanjing UniversityNanjng 210093China Collaborative Innovation Center of Advanced Microstructures Nanjing University Nanjng 210093China Jiangsu Key Laboratory of Artificial Functional Materials Nanjing University Nanjing 210093China

Classical-wave topological materials lacking intrinsic half-integer spins are less robust while more ***,we explore a single 3-dimensional phononic topological crystalline insulator that simultaneously exhibits a whole family of first-order quadratic surface,second-order hinge,and third-order corner states within the same *** a topological crystalline insulator hosting all-order phases originates from the different topological nature when hierarchically projected onto different facets and lower dimensions,thus free from trivial cladding *** work offers an ideal platform for either robust wave propagation or localization in on-demand dimensions and may facilitate dimension division multiplexing technology.

关键词： topological dimensions crystalline

Quasi-in-situ Observation and SKPFM Studies on Phosphate Protective Film and Surface Micro-Galvanic Corrosion in Biological Mg-3Zn-xNd Alloys

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Acta Metallurgica Sinica(English Letters) 2024年第4期37卷 648-664页

作者： Zhaochen Yu Kaixuan feng Shuyun Deng yang Chen Hong yan Honggun Song Chao Luo Zhi Hu School of Advanced Manufacturing Nanchang UniversityNanchang330031China Institute for Advanced Study Nanchang UniversityNanchang330031China

The phosphate protective film and micro-galvanic corrosion of biological Mg-3Zn-xNd (x = 0, 0.6, 1.2) alloys were investigated by scanning and transmission electron microscopy, quasi-in-situ observation, scanning Kelvin probe force microscopy (SKPFM) and electrochemical tests. The results revealed the Mg-Zn-Nd phases formed in Mg-3Zn alloy contained with Nd. Adding Nd resulted in a significant decline in the cracks of the phosphate protective film and micro-galvanic corrosion of alloys, which were recorded by quasi-in-situ observation. In addition, the Volta potential difference of Mg-Zn-Nd/α-Mg (~ 188 mV) was lower than MgZn/α-Mg (~ 419 mV) and Zn-rich/α-Mg (~ 260 mV), and the corrosion rates of alloys markedly decreased after the addition of 0.6 wt% Nd. The improvement in corrosion resistance of Nd-containing alloys was mainly attributed to the following: (i) the addition of Nd reduced the Volta potential difference (second phases/α-Mg);(ii) the phosphate protective film containing Nd_(2)O_(3) deposited on the surface of the alloys, effectively preventing the penetration of harmful anions.

关键词： Magnesium alloys Quasi-in-situ observation Phosphate protective film Scanning Kelvin probe force microscopy(SKPFM) Micro-galvanic corrosion