基于GA-BP算法的水电机组故障诊断模型

将GA-BP算法引入水电机组的故障诊断中,建立了基于GA-BP算法的水电机组故障诊断模型.通过Matlab的相关工具箱进行仿真,结果表明基于GA-BP算法的诊断模型的正确性高于基于BP算法的诊断模型.     

新冠疫情与情报智慧:突发公共卫生事件疾控应急工作情报能力评价

【目的/意义】评价我国突发公共卫生事件疾控应急工作情报能力现状,识别肺炎鏖战中情报能力的问题,对指导现实工作具有重要意义。【方法/过程】本文以新型冠状病毒肺炎疫情为具体问题,推演疾控应急工作情报智慧树模型,设计因应的情报能力评价体系,改进熵权法来测定指标权重及评价结果。通过比较权重的位序与增量来发现疫情任务情报能力的重点,以及情报能力在该问题中和既往工作的差异,利用短板参量分析肺炎鏖战中情报能力的不足。【结果/结论】研究发现:本次任务对情报保障和利用能力具有较高要求,较与以往疾控应急工作,对情报加工和传递能力的需求加剧;情报决策、情报处理与分析、情报劳动者和情报政策成为疾控应急工作情报能力的重要因素;短板问题存在于应急队伍、开展应用性应急课题研究和应急情报管理机制之中,另有待优化问题存在于应急预案、公众引导、应急制度等项目之中。本研究根据上述分析结果对肺炎鏖战中的情报能力治理提出对策建议。     

Molecular hydrogen is a promising therapeutic agent for pulmonary disease

Molecular hydrogen exerts biological effects on nearly all organs. It has anti-oxidative, anti-inflammatory, and anti-aging effects and contributes to the regulation of autophagy and cell death. As the primary organ for gas exchange, the lungs are constantly exposed to various harmful environmental irritants. Short- or long-term exposure to these harmful substances often results in lung injury, causing respiratory and lung diseases. Acute and chronic respiratory diseases have high rates of morbidity and mortality and have become a major public health concern worldwide. For example, coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has become a global pandemic. An increasing number of studies have revealed that hydrogen may protect the lungs from diverse diseases, including acute lung injury, chronic obstructive pulmonary disease, asthma, lung cancer, pulmonary arterial hypertension, and pulmonary fibrosis. In this review, we highlight the multiple functions of hydrogen and the mechanisms underlying its protective effects in various lung diseases, with a focus on its roles in disease pathogenesis and clinical significance.     

Compensatory changes in physical activity and sedentary time in children and adolescents with cystic fibrosis

Physical activity (PA) is a key element in Cystic Fibrosis (CF) treatment strategies, yet little is known as to whether activity compensation occurs. This study examined whether PA and/or sedentary time on one day were temporally associated with time spent in these intensities the following day in youth with CF. Time spent sedentary and in different PA intensities were objectively-measured for seven consecutive days in 50 youth (22 boys; 12.0 ± 2.7 years); 25 with mild-to-moderate CF and 25 age- and sex-matched controls. Multilevel analyses (day and child) were conducted using generalised linear latent and mixed models. On any given day, every additional 10 minutes spent in sedentary time or moderate-to-vigorous physical activity (MVPA) were associated with 1.9 (95%CI: ?3.6 to ?1.2) and 12.4 (95%CI: ?22.1 to ?2.9) minutes less sedentary time the following day, respectively. These temporal associations were also observed when split by group (3.1 vs. 1.9 minutes for healthy and CF, respectively). These findings indicate that youth do not compensate their PA, irrespective of disease status, between days, but may compensate their sedentary time between days. Experimental studies are warranted to fully elucidate whether compensatory responses to PA and sedentary time occur, which is fundamental for informing PA promotion strategies.     

竞技游泳运动员运动性伤病情况调查分析

采用问卷调查法对浙沪两省市194名游泳运动员进行运动性伤病调查,主要从运动性伤病的类型、部位、性质方面对比分析不同竞技水平游泳运动员的伤病表型特征。结果显示：优秀运动员运动性损伤较常见,多以慢性劳损为主,损伤部位依次为肩关节、腰背部和膝关节;一般运动员常发生急性损伤,损伤部位依次为膝关节、肩关节和腰背部。两组运动员鼻炎和中耳炎均常见。因此,依据运动性伤病的可能原因与机制,需要制定有针对性的预防措施,以减少运动性伤病的发生。     

生态文明：城市休闲体育发展的必然选择

“美丽中国”战略目标的实现离不开“美丽城市”的建设。生态文明是实现美丽城市更新建设的保证者,而美丽城市的建设是落实生态文明的重要举措,两者互动发展、共同促进。城市休闲体育的蓬勃开展离不开生态文明的推动与滋养,生态文明建设是休闲体育发展的至高境界,为城市休闲体育发展提供了外在环境和内部动力。城市休闲体育通过亲近自然、绿色消费、健身怡情、协调“三生”等实际行动,起到了推动人居环境改善、拉动低碳经济增长、实现生命价值延展和促进城市休闲功能提升的作用,是生态文明建设的最佳践行手段。     

大规模模拟电路软故障快速诊断法

研究了大规模模拟电路软故障的故障统一特征向量的提取方法，并在此基础上提出了大规模模拟电路软故障快速诊断法。该方法根据大规模模拟电路故障诊断网络交叉撕裂搜索方法，采用改进BP算法的神经网络记载电路多次撕裂信息，从而可以迅速检测出大规模电路的软故障模块。仿真实例证明该方法能快速有效地并行处理定位故障模块，具有测前工作量小、适用范围广、诊断速度快等优点。     

等离子体的诊断方法

文章对等离子体诊断的常用方法及适用范围作了介绍，并认为对任何能反映等离子体性质的物理量的测量方法，都可以作为等离子体诊断的方法。     

基于双层诊断优化的流域初始排污权交互式分配

在剖析初始排污权交互式分配机制基础上,基于流域内不同行政区域之间(即第一层次)、以及区域内不同行业之间(即第二层次)的交互协商原则,构建双层诊断优化模型,在严格控制流域允许最大排污权总量的基础上,建立流域经济社会综合效益优化函数与诊断准则,将流域初始排污权在第一层次、第二层次之间进行交互式分配,对流域内不同区域不同行业的排污量进行削减,兼顾不同区域不同行业之间排污权分配的公平性与效率性,优化流域内各区域以及流域整体的经济效益。结合案例验证了方法的可行性与可操作性。     

Fault diagnosis model based on fuzzy support vector machine combined with weighted fuzzy clustering

A fault diagnosis model is proposed based on fuzzy support vector machine (FSVM) combined with fuzzy clustering (FC).Considering the relationship between the sample point and non-self class,FC algorithm is applied to generate fuzzy memberships.In the algorithm,sample weights based on a distribution density function of data point and genetic algorithm (GA) are introduced to enhance the performance of FC.Then a multi-class FSVM with radial basis function kernel is established according to directed acyclic graph algorithm,the penalty factor and kernel parameter of which are optimized by GA.Finally,the model is executed for multi-class fault diagnosis of rolling element bearings.The results show that the presented model achieves high performances both in identifying fault types and fault degrees.The performance comparisons of the presented model with SVM and distance-based FSVM for noisy case demonstrate the capacity of dealing with noise and generalization.