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Multi-source Communication-less Coordinated Frequency Support of DRU-HVDC-based Offshore Wind Power Integration Systems
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作者 Yanqiu Jin Zheren Zhang +2 位作者 Feng Xu Gang Li Zheng Xu 《CSEE Journal of Power and Energy Systems》 2026年第1期175-186,共12页
This paper presents a frequency support strategy for the diode rectifier unit(DRU)-high-voltage direct current(HVDC)-based offshore wind power integration system,which coordinates multiple power sources without commun... This paper presents a frequency support strategy for the diode rectifier unit(DRU)-high-voltage direct current(HVDC)-based offshore wind power integration system,which coordinates multiple power sources without communication to reduce receiving grid frequency fluctuations.First,based on the deduced DRU's frequency transfer characteristic,a fine-designed ripple carrying frequency information is superimposed on the HVDC link,transferring the onshore frequency to offshore wind turbines(WTs)via the DC ripple and coupled AC harmonic without communication.Second,multiple power sources are utilized for frequency support,including HVDC capacitance and grid-forming WTs combined with energy storage systems,and appropriate sources are activated in the order specified by the designed thresholds.Finally,the effectiveness of the proposed frequency support strategy is verified by simulations in PSCAD/EMTDC. 展开更多
关键词 Diode rectifier unit frequency support grid-forming wind turbine high voltage direct current transmission offshore wind farm
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Research on an Intelligent Decision Support System for a Conceptual Innovation Design of Pumping Units Based on TRIZ 被引量:1
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作者 Zhang Peng He Chuan Guan Hongxiang Gai Feng Qi Bin 《Petroleum Science》 SCIE CAS CSCD 2006年第1期85-91,共7页
Attention is concentrated on how to perform the innovative design during the process of pumping unit conceptual design, and how to enhance design efficiency and inspire creativity. Aiming at the shortages of conceptua... Attention is concentrated on how to perform the innovative design during the process of pumping unit conceptual design, and how to enhance design efficiency and inspire creativity. Aiming at the shortages of conceptual design, introducing the theory of inventive problem solving (TRIZ) into the mechanical product design for producing innovative ideas, and using the advanced computer-aided technique, the intelligent decision support system (IDSS) based on TRIZ (TRIZ-IDSS) has been constructed. The construction method, system structure, conceptual production, decisionmaking and evaluation of the problem solving subsystem are discussed. The innovative conceptual design of pumping units indicates that the system can help the engineers open up a new space of thinking, overcome the thinking inertia, and put forward innovative design concepts. This system also can offer the scientific instructions for the innovative design of mechanical products. 展开更多
关键词 Pumping units innovative conceptual design TRIZ intelligent decision support system
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Availability of basic life support courses for the general populations in India, Nigeria and the United Kingdom: An internet-based analysis 被引量:1
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作者 Alexei Birkun Fatima Trunkwala +2 位作者 Adhish Gautam Miriam Okoroanyanwu Adesokan Oyewumi 《World Journal of Emergency Medicine》 SCIE CAS CSCD 2020年第3期133-139,共7页
BACKGROUND:The number of lay people willing to attempt cardiopulmonary resuscitation(CPR)in real life is increased by effective education in basic life support(BLS).However,little is known about access of general publ... BACKGROUND:The number of lay people willing to attempt cardiopulmonary resuscitation(CPR)in real life is increased by effective education in basic life support(BLS).However,little is known about access of general public to BLS training across the globe.This study aimed to investigate availability and key features of BLS courses proposed for lay people in India,Nigeria and the United Kingdom(UK).METHODS:A Google search was done in December 2018,using English keywords relevant for community resuscitation training.Ongoing courses addressing BLS and suitable for any adult layperson were included in the analysis.On-site training courses were limited to those provided within the country's territory.RESULTS:A total of 53,29 and 208 eligible courses were found for India,Nigeria and the UK,respectively.In the UK,the number of courses per 10 million population(31.5)is 79 and 21 times higher than that in India(0.4)and Nigeria(1.5).Course geography is limited to 28%states and one union territory in India,30%states and the Federal Capital Territory in Nigeria.In the UK,the training is offered in all constituent countries,with the highest prevalence in England.Courses are predominantly classroom-based,highly variable in duration,group size and instructors'qualifications.For India and Nigeria,mean cost of participation is exceeding the monthly minimum wage.CONCLUSION:In contrast to the UK,the availability and accessibility of BLS courses are critically limited in India and Nigeria,necessitating immediate interventions to optimize community CPR training and improve bystander CPR rates. 展开更多
关键词 Basic life support CARDIOPULMONARY RESUSCITATION COURSES Training INDIA NIGERIA united KINGDOM
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Improvement of the nutritional support management system for patients in intensive care units 被引量:2
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作者 Yuan-Yuan Zhang Chun-Yi Wang +5 位作者 Dong-Xian Guo Hai-Nu Gao Xian-Shan Jin Yan-Li Wu Lu-Han Chen Zhi-Xian Feng 《World Journal of Psychiatry》 SCIE 2024年第1期44-52,共9页
BACKGROUND Nutritional support for patients hospitalized in the intensive care unit(ICU)is an important part of clinical treatment and care,but there are significant implementation difficulties.AIM To introduce a modi... BACKGROUND Nutritional support for patients hospitalized in the intensive care unit(ICU)is an important part of clinical treatment and care,but there are significant implementation difficulties.AIM To introduce a modified nutritional support management system for ICU patients based on closed-loop information management and psychological counseling.METHODS The division of functions,personnel training,system construction,development of an intelligent decision-making software system,quality control,and improvement of the whole process were carried out to systematically manage nutritional support for ICU patients.RESULTS Following the implementation of the whole process management system,the scores of ICU medical staff’s knowledge,attitudes/beliefs,and practices regarding nutritional support were comprehensively enhanced.The proportion of hospital bed-days of total enteral nutrition(EN)in ICU patients increased from 5.58%to 11.46%,and the proportion of EN plus parenteral nutrition increased from 42.71%to 47.07%.The rate of EN initiation within 48 h of ICU admission increased from 37.50%to 48.28%,and the EN compliance rate within 72 h elevated from 20.59%to 31.72%.After the implementation of the project,the Self-rating Anxiety Scale score decreased from 61.07±9.91 points to 52.03±9.02 points,the Self-rating Depression Scale score reduced from 62.47±10.50 points to 56.34±9.83 points,and the ICU stay decreased from 5.76±2.77 d to 5.10±2.12 d.CONCLUSION The nutritional support management system based on closed-loop information management and psychological counseling achieved remarkable results in clinical applications in ICU patients. 展开更多
关键词 Closed-loop information Psychological counseling Intensive care unit patients Nutritional support Management system
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THE SUPPORT POINTS AND EXTREME POINTS OF THE UNIT BALL OF H'_P~ 1
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作者 彭志刚 《Acta Mathematica Scientia》 SCIE CSCD 1999年第2期181-189,共9页
By the author denotes the areal measure on the unit disk . Let H'p = {f(z): f(z) is analytic in D and . Let B H 'p and. This article researches the support points and extreme points of B(H'p).
关键词 Topology of uniform convergence compact subsets of unit disk Extreme point support point.
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Micro-seismic Event Detection of Hot Dry Rock based on the Gated Recurrent Unit Model and a Support Vector Machine
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作者 SUN Feng HU Haotian +4 位作者 ZHAO Fa YANG Xinran CHEN Zubin WU Haidong ZHANG Linyou 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2021年第6期1940-1947,共8页
Micro-seismic monitoring is one of the most critical technologies that guide hydraulic fracturing in hot dry rock resource development. Micro-seismic monitoring requires high precision detection of micro-seismic event... Micro-seismic monitoring is one of the most critical technologies that guide hydraulic fracturing in hot dry rock resource development. Micro-seismic monitoring requires high precision detection of micro-seismic events with a low signal-to-noise ratio. Because of this requirement, we propose a recurrent neural network model named gated recurrent unit and support vector machine(GRU;VM). The proposed model ensures high accuracy while reducing the parameter number and hardware requirement in the training process. Since micro-seismic events in hot dry rock produce large wave amplitudes and strong vibrations, it is difficult to reverse the onset of each individual event. In this study, we utilize a support vector machine(SVM) as a classifier to improve the micro-seismic event detection accuracy. To validate the methodology, we compare the simulation results of the short-term-average to the long-term-average(STA/LTA) method with GRU;VM method by using hot dry rock micro-seismic event data in Qinghai Province, China. Our proposed method has an accuracy of about 95% for identifying micro-seismic events with low signal-to-noise ratios. By ignoring smaller micro-seismic events, the detection procedure can be processed more efficiently, which is able to provide a real-time observation on the types of hydraulic fracturing in the reservoirs. 展开更多
关键词 hot dry rock micro-seismic detection gated recurrent unit support vector machine
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Maximal loads acting on legs of powered roof support unit in longwalls with bumping hazards
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作者 Stanislaw Szweda(Silesian Technical University Faculty of Mining and Geology Mining Mechanization Institute Gliwice, Poland) 《Journal of Coal Science & Engineering(China)》 2001年第2期1-15,共15页
In the article the results of measurements of the resultant force in the legs of a powered roof support unit, caused by a dynamic interaction of the rock mass, are discussed. The measurements have been taken in the lo... In the article the results of measurements of the resultant force in the legs of a powered roof support unit, caused by a dynamic interaction of the rock mass, are discussed. The measurements have been taken in the longwalls mined with a roof fall, characterized by the highest degree of bumping hazard. It has been stated that the maximal force in the legs F m, recorded during a dynamic interaction of the rock mass, is proportional to the initial static force in the legs F st,p . Therefore a need for a careful selection of the initial load of the powered roof support, according to the local mining and geological conditions, results from such a statement. Setting the legs with the supporting load exceeding the indispensable value for keeping the direct roof solids in balance, deteriorating the operational parameters of a longwall system also has a disadvantageous influence on the value of the force in the legs and the rate of its increase, caused by a dynamic interaction of the rock mass. A correct selection of the initial load causes a decrease in the intensity of a dynamic interaction of the rock mass on powered roof supports, which also has an advantageous influence on their life. Simultaneously with the measurements of the resultant force in the legs, the vertical acceleration of the canopy was also recorded. It has enabled to prove that the external dynamic forces may act on the unit both from the roof as well as from the floor. The changes of the force in the legs caused by dynamic phenomena intrinsically created in the roof and changes of the force in the legs caused by blasting explosives in the roof of the working, have been analyzed separately. It has been stated that an increase in the loads of legs, caused by intrinsic phenomena is significantly higher than a force increase in the legs caused by blasting. It means that powered roof supports, to be operated in the workings, where the bumping hazard occurs, will also transmit the loads acting on a unit during blasting. The majority of recorded force changes in the legs has been caused by a dynamic interaction of the roof. They are characterized by a load increase coefficient K d, satisfying the inequality 1 06<K d =F m /F st,p <1 24. A much smaller number of cases, when the external load acted on the bases, was recorded. Individual, recorded results of measurements indicate that changes of the force in the legs, caused by external loads of this type, run more intensively due to roof loads (1 08< K d<1 80),particularly in these cases when the near the roof layer of the seam is under mining. A determination of more precise relations among the changes of forces in the legs, caused by a dynamic interaction of the floor and the bases and the mining and geological conditions requires a performance of additional underground tests. 展开更多
关键词 LONGWALL bumping hazard powered roof support unit
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HIV care services and the executive orders of the United States on USAID:Insights from the Philippines
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作者 Rowalt Alibudbud 《Asian Pacific Journal of Tropical Medicine》 2025年第4期147-148,共2页
In January 2025,the United States issued executive orders that could potentially curtail lesbian,gay,bisexual,transgender,queer,and other sexual and gender minorities(LGBTQ+)rights and federal aid to developing countr... In January 2025,the United States issued executive orders that could potentially curtail lesbian,gay,bisexual,transgender,queer,and other sexual and gender minorities(LGBTQ+)rights and federal aid to developing countries,such as public health programs under the United States Agency for International Development(USAID)[1,2].In the Philippines,USAID has played an important role in funding and supporting initiatives to address the country’s local HIV epidemic[2,3]. 展开更多
关键词 executive orders USAID HIV care services hiv epidemic public health programs funding supporting initiatives united States
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四点支承六杆四面体双曲扁网壳的力学性能
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作者 陈国平 赵阳 +1 位作者 汪儒灏 董石麟 《华中科技大学学报(自然科学版)》 北大核心 2026年第2期62-67,共6页
对四点支承边界条件下的六杆四面体双曲扁网壳结构进行静力分析和稳定性分析,考虑正交斜放和正交正放两种单元布置形式,以及全刚接和部分刚接部分铰接两种杆件连接形式,结果表明:四点支承的结构受力性能良好,两种类型结构主要受力杆件不... 对四点支承边界条件下的六杆四面体双曲扁网壳结构进行静力分析和稳定性分析,考虑正交斜放和正交正放两种单元布置形式,以及全刚接和部分刚接部分铰接两种杆件连接形式,结果表明:四点支承的结构受力性能良好,两种类型结构主要受力杆件不同,变形模式则具有一定的相似性,正交斜放型结构稳定性更优.对正交斜放型结构进一步优化设计,研究结构受力性能,讨论结构参数的取值对网壳结构稳定性能的影响,结果表明:结构稳定性能随着矢跨比和网格参数的增大而提高,厚跨比对结构稳定性能的影响则很小.建议结构跨度>40 m时,取矢跨比≥1/7. 展开更多
关键词 六杆四面体 双曲扁网壳 四点支承 力学性能 优化设计
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呼吸重症监护室患者主要照顾者家庭复原力现状及影响因素
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作者 姚忆培 李中杰 王玉丹 《河南医学研究》 2026年第7期1170-1174,共5页
目的探讨呼吸重症监护室患者主要照顾者家庭复原力现状及其影响因素。方法便利抽取2022年10月至2023年8月在河南科技大学第一附属医院呼吸重症监护室患者206例主要照顾者作为研究对象,采用一般资料调查表、家庭复原力量表、社会支持评... 目的探讨呼吸重症监护室患者主要照顾者家庭复原力现状及其影响因素。方法便利抽取2022年10月至2023年8月在河南科技大学第一附属医院呼吸重症监护室患者206例主要照顾者作为研究对象,采用一般资料调查表、家庭复原力量表、社会支持评定量表(SSRS)和Zarit照顾负担量表进行问卷调查,分析三者之间的相关性及家庭复原力的影响因素。结果呼吸重症监护室患者主要照顾者家庭复原力总分为(169.25±18.55)分,社会支持总分为(33.15±3.01)分,主要照顾者负担总分为(52.33±7.04)分;Pearson相关分析结果显示,呼吸重症监护室患者主要照顾者家庭复原力与社会支持呈现正相关(r=0.665,P<0.001),与照顾者负担呈现负相关(r=-0.654,P<0.001);多元线性回归分析结果显示,呼吸重症监护室患者的病程以及主要照顾家庭人均月收入、有无基础疾病、社会支持和照顾负担是呼吸重症监护室患者主要照顾者家庭复原力的影响因素(P<0.05)。结论呼吸重症监护室患者主要照顾者家庭复原力处于中等水平,临床医护人员应该关注患者的具体情况,更加关注家庭功能,根据具体情况提供个性化指导,以此来减轻照顾负担,提高家庭复原力。 展开更多
关键词 呼吸重症监护室 主要照顾者 家庭复原力 社会支持 照顾负担
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护士ICU护理缺失潜在剖面分析及影响因素
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作者 许秀梅 肖佩华 +3 位作者 王晨 李莉 王雅萍 孙国珍 《护理研究》 北大核心 2026年第2期286-293,共8页
目的:基于护理缺失理论模型探究重症监护病房(ICU)护理缺失的类别并分析其影响因素。方法:采用便利抽样法,于2025年1月选取江苏省13个市的517名ICU护士作为调查对象,采用一般资料调查表、ICU护理缺失内容评估子量表、中文版决策疲劳量... 目的:基于护理缺失理论模型探究重症监护病房(ICU)护理缺失的类别并分析其影响因素。方法:采用便利抽样法,于2025年1月选取江苏省13个市的517名ICU护士作为调查对象,采用一般资料调查表、ICU护理缺失内容评估子量表、中文版决策疲劳量表、中文版美国航空航天局任务负荷指数、中文版护士职业应对自我效能量表和组织支持感量表进行调查。采用潜在剖面分析探讨护士ICU护理缺失的类别,采用单因素分析、Logistic回归分析探讨护士ICU护理缺失不同类别的影响因素。结果:护士ICU护理缺失可分为低护理缺失组(52.2%)、中护理缺失组(36.0%)、高护理缺失组(11.8%)3个类别。Logistic回归分析结果显示,每班平均负责病例数、平均月收入、是否为ICU专科护士、决策疲劳、组织支持感是护士ICU护理缺失不同类别的影响因素(P<0.05)。结论:护士ICU护理缺失水平较低但具有群体异质性,护理管理者需要不断优化工作环境,提升护士组织支持感,帮助其减少决策疲劳,从而降低护理缺失水平,保障病人安全。 展开更多
关键词 重症监护病房(ICU) 护理缺失 潜在剖面分析 月收入 专科护士 决策疲劳 组织支持感 影响因素
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基于6种机器学习模型的ICU患者多重耐药菌感染预测模型构建与评价
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作者 王珂璇 金晓灵 茅一萍 《中华医院感染学杂志》 北大核心 2026年第3期422-426,共5页
目的分析重症监护室患者感染多重耐药菌的危险因素,通过6种机器学习算法构建患者感染多重耐药菌的预测模型,通过评价模型相关指标选出最佳模型,为临床工作者早期识别高危患者,及时采取相应的预防措施提供参考。方法纳入2019年6月-2023年... 目的分析重症监护室患者感染多重耐药菌的危险因素,通过6种机器学习算法构建患者感染多重耐药菌的预测模型,通过评价模型相关指标选出最佳模型,为临床工作者早期识别高危患者,及时采取相应的预防措施提供参考。方法纳入2019年6月-2023年6月入住徐州医科大学附属医院重症监护室患者946例(多重耐药菌感染者473例,非感染者473例)。采用二元logistic回归分析,将筛选的危险因素作为构建预测模型的特征变量进行模型构建,分别构建并评价逻辑回归模型、人工神经网络模型、决策树模型、随机森林模型、支持向量机模型和极限梯度增强模型。结果从外院或急诊入院(OR=2.635)、入住重症监护室时长≥7 d(OR=1.291)、手术(OR=3.089)、慢性肺部疾病(OR=3.664)、外周静脉置管(OR=2.111)、留置腹腔引流管(OR=3.382)、抗菌药物使用种类≥3种(OR=1.001)、抗菌药物使用时长≥1周(OR=2.323)是重症监护室患者感染多重耐药菌的危险因素(P<0.05)。通过机器学习算法构建的重症监护室患者感染多重耐药菌预测模型中,逻辑回归模型受试者工作特征曲线下面积、灵敏度、特异度、阳性预测值、阴性预测值、F1值均优于其他模型,为最优模型。结论临床应重视患者易感染多重耐药菌的危险因素,尽早给予针对性干预,降低重症监护室患者感染多重耐药菌的风险。 展开更多
关键词 机器学习 重症监护室 多重耐药菌 预测模型 逻辑回归模型 人工神经网络模型 决策树模型 随机森林模型 支持向量机模型 极限梯度增强模型
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基于EWT-NPDLPP-LSSVM的水泵机组关键部件故障诊断方法
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作者 杜灿阳 曾庚运 +3 位作者 张兆波 方福东 黄华 许颜贺 《排灌机械工程学报》 北大核心 2026年第1期1-9,共9页
为提高水泵机组关键部件故障诊断的效率和精度,综合考虑水泵机组的运行环境,提出一种集信号降噪、特征提取、特征降维与故障识别一体化的水泵机组关键部件故障诊断方法.首先,通过经验小波变换(empirical wavelet transform,EWT)对原始... 为提高水泵机组关键部件故障诊断的效率和精度,综合考虑水泵机组的运行环境,提出一种集信号降噪、特征提取、特征降维与故障识别一体化的水泵机组关键部件故障诊断方法.首先,通过经验小波变换(empirical wavelet transform,EWT)对原始信号进行降噪处理,减少环境噪声影响,提高数据质量.然后,为全面刻画水泵机组运行状态,针对水泵机组运行特点设计了多通道(振动信号、压力脉动信号、电气信号及其他信号)、多域(时域、频域和时频域)的多源融合指标提取方法.在此基础上,提出基于近邻概率距离(nearby probability distance,NPD)改进的局部保持投影(local preserving projections,LPP)特征约简方法,剔除多维特征冗余信息.进一步,采用最小二乘支持向量机(least square support vector machine,LSSVM)识别不同故障.结果表明:采用基于EWT-NPDLPP-LSSVM的故障诊断方法取得了99.44%较高的诊断精度以及较优的运算效率,证实了所提方法的有效性和工程实用性. 展开更多
关键词 水泵机组 故障诊断 经验小波变换降噪 NPDLPP特征约简 最小二乘支持向量机
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煤矿井下双立柱单元支架自动搬运装置设计
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作者 吕志兴 《凿岩机械气动工具》 2026年第1期52-54,共3页
为实现煤矿井下双立柱单元支架安全、快速移架,结合矿井实际需要,以并联平行四边形连杆结构为基础,对煤矿井下双立柱单元支架自动搬运装置进行整体结构设计,并在明确整体方案的基础上,对各类关键部件进行设计,包括回转装置设计、抱夹装... 为实现煤矿井下双立柱单元支架安全、快速移架,结合矿井实际需要,以并联平行四边形连杆结构为基础,对煤矿井下双立柱单元支架自动搬运装置进行整体结构设计,并在明确整体方案的基础上,对各类关键部件进行设计,包括回转装置设计、抱夹装置设计、伸缩臂装置设计等。现场工业性实验结果表明,该装置整体性能较优,具有较高的应用价值。 展开更多
关键词 双立柱单元支架 自动搬运装置 结构设计
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矿用倾斜式极窄型动力部研究
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作者 孔进 朱海鹏 《煤矿机械》 2026年第4期76-79,共4页
在巷道宽度受限的深部开采和顶板节理发育的煤炭开采场景中,存在破碎机动力部宽度大与超前支架无法配套使用及破碎机动力部宽度大占用行人空间的问题。通过实际工况分析与结构设计,提出将驱动电动机放置在破碎机上方,通过减速器将动力... 在巷道宽度受限的深部开采和顶板节理发育的煤炭开采场景中,存在破碎机动力部宽度大与超前支架无法配套使用及破碎机动力部宽度大占用行人空间的问题。通过实际工况分析与结构设计,提出将驱动电动机放置在破碎机上方,通过减速器将动力从驱动电动机传递至破碎轴组的解决方案。通过集成电动机+联轴器+倾斜式极窄型减速器的紧凑结构,设计出一种L形布局的倾斜式减速驱动部,并结合多级齿轮传动与储油润滑技术,研制出倾斜安装的极窄型破碎机用驱动部,有效解决了超前支架与破碎机动力部干涉的问题,增大了顺槽的行人空间,为深部复杂条件下的煤炭开采提供了有力支持。 展开更多
关键词 超前支架 破碎机用动力部 倾斜式极窄型 减速器
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基于循证支持的口腔护理在ICU气管插管患者中的应用
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作者 赵菊昌 苏艳 《智慧健康》 2026年第1期95-98,共4页
目的探讨基于循证支持的口腔护理在重症监护室(ICU)气管插管患者中的应用效果。方法在2023年3月—2025年3月选择本院收治的70例ICU气管插管患者,按照干预方法的不同分为两组,每组35例患者。对照组采用常规口腔护理,观察组采用基于循证... 目的探讨基于循证支持的口腔护理在重症监护室(ICU)气管插管患者中的应用效果。方法在2023年3月—2025年3月选择本院收治的70例ICU气管插管患者,按照干预方法的不同分为两组,每组35例患者。对照组采用常规口腔护理,观察组采用基于循证支持的口腔护理,比较两组口臭和口腔溃疡发生率、牙菌斑指数、口腔环境评分。结果观察组患者的口臭和口腔溃疡发生率较对照组更低(P<0.05);干预后,两组牙菌斑指数均下降(P<0.05),且观察组较对照组更低(P<0.05);干预后,两组牙龈、舌头、口腔黏膜、牙齿、口腔分泌物评分均下降(P<0.05),且观察组较对照组更低(P<0.05)。结论在ICU气管插管患者中采用基于循证支持的口腔护理模式,可降低患者口臭和口腔溃疡发生率,降低其牙菌斑水平,提高口腔内环境质量。 展开更多
关键词 循证支持 口腔护理 重症监护室 气管插管
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复杂工业环境下火电机组热工仪表运行状态安全检测方法研究
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作者 余彪 何家根 +2 位作者 王金刚 陈瑞新 陈玉 《工业仪表与自动化装置》 2026年第2期95-100,108,共7页
针对复杂工业环境下火电机组关键热工仪表测量精度降低、故障率升高,进而加剧机组运行安全性与环保风险的问题,提出一种运行状态安全检测方法。分析复杂环境对化学分析仪表的干扰机理及故障模式,构建融合多维信号处理与智能诊断的检测... 针对复杂工业环境下火电机组关键热工仪表测量精度降低、故障率升高,进而加剧机组运行安全性与环保风险的问题,提出一种运行状态安全检测方法。分析复杂环境对化学分析仪表的干扰机理及故障模式,构建融合多维信号处理与智能诊断的检测模型。该模型采用改进的自适应滤波算法对原始信号进行降噪和特征增强处理,以抑制环境干扰。提取表征仪表健康状态的时域、频域及时频域特征向量,输入基于粒子群优化算法优化的支持向量机分类器进行状态识别,实现仪表状态的精准分类。通过分析表明,研究提出的检测方法能够有效克服复杂环境干扰,对CEMS、pH计、密度计等仪表的典型故障状态检测准确率达到98.5%以上。所提出的方法显著提升了复杂环境下仪表状态检测的准确性,为火电机组的安全、稳定、环保、经济运行提供了重要的技术保障。 展开更多
关键词 火电机组 热工仪表 支持向量机 粒子群优化算法
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重型轧制型钢组合梁在桥梁应用的施工技术研究
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作者 冯琰 《建筑施工》 2026年第3期306-310,共5页
鉴于重型轧制H型钢组合梁在标准跨度高架桥梁领域应用经验不足这一难题,通过对节点处理、预制方式、现场吊装等多个施工环节展开系统研究,构建了重型轧制H型钢组合梁的施工技术体系,并对其应用方向进行了展望。研究结果显示,相较钢板组... 鉴于重型轧制H型钢组合梁在标准跨度高架桥梁领域应用经验不足这一难题,通过对节点处理、预制方式、现场吊装等多个施工环节展开系统研究,构建了重型轧制H型钢组合梁的施工技术体系,并对其应用方向进行了展望。研究结果显示,相较钢板组合梁,轧制型钢组合梁每延米的钢材用量和造价均降低了30%,施工周期缩短了20 d。随着钢厂生产能力的持续提升和施工技术的不断优化,采购成本和周期有望进一步降低,重型轧制H型钢组合梁具有广阔的应用前景。 展开更多
关键词 重型轧制型钢组合梁 横向整体预制 整体式组合支撑 单元式吊装
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基于OC-SVM-MF算法的水电机组运行状态异常诱因快速检测
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作者 吴昊 刘轩 +3 位作者 雷俊雄 张之皓 邓文涛 聂靓靓 《水电站机电技术》 2026年第2期5-9,135,共6页
针对水电机组运行数据异常诱因定位效率低、依赖人工经验的问题,提出一种基于单类支持向量机(OCSVM)与矩阵分解(MF)的融合算法。该方法首先利用OC-SVM对机组时序运行数据进行无监督异常检测;在识别出异常时段后,再应用MF算法挖掘多源监... 针对水电机组运行数据异常诱因定位效率低、依赖人工经验的问题,提出一种基于单类支持向量机(OCSVM)与矩阵分解(MF)的融合算法。该方法首先利用OC-SVM对机组时序运行数据进行无监督异常检测;在识别出异常时段后,再应用MF算法挖掘多源监测数据中隐含的关联关系,快速推荐最相关的异常诱因测点。以某抽蓄机组下导摆度异常实例验证,该方法能准确捕捉异常事件,并从38个测点中有效推荐出8个关键关联测点,为现场排查指明方向,极大提升了故障诊断效率。结果表明,所提OC-SVM-MF算法为水电机组状态异常的高效、自动化溯源提供了新思路。 展开更多
关键词 水电机组 异常检测 诱因推荐 单类支持向量机 矩阵分解
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浅谈双支撑形式橡胶单螺杆挤压脱水机组的研制
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作者 吴丹 《橡塑技术与装备》 2026年第4期1-4,共4页
对双支撑形式橡胶单螺杆挤压脱水机组的研发原则、工作原理进行介绍,列举了机组的主要性能指标,对其主要组成部分的结构及技术要点进行了详细分析,对整机的电气控制系统进行了综合论述。
关键词 双支撑形式 橡胶单螺杆挤压脱水机组 合成橡胶 结构 技术要点
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