为了提高火电厂大数据平台的生产维护安全化、监控管理精细化、经济效益持续化,提出了大数据平台内开发故障诊断预警系统,采用基于自适应力矩估计(adaptive moment estimation,Adam)算法优化二维卷积神经网络方法建模技术融入于大数据...为了提高火电厂大数据平台的生产维护安全化、监控管理精细化、经济效益持续化,提出了大数据平台内开发故障诊断预警系统,采用基于自适应力矩估计(adaptive moment estimation,Adam)算法优化二维卷积神经网络方法建模技术融入于大数据平台中,并结合大数据平台和专家故障预警诊断功能进行测试与应用。首先对故障预警模型进行数理建模及模型训练优化,直至满足模型功能要求,实施模型算法代码与大数据平台的合库部署上线、满足提前发现系统故障的功能,并结合机理分析对故障系统进行细致化分类,最终发现根本的故障原因。实现了火电厂生产过程中各系统运行特性的全周期监控,在系统或设备发生故障前进行预警并推送异常信息,规范化了模型部署在大数据平台后的测试与实施工作,进一步发现模型缺陷,提高模型准确率。展开更多
目的:评价高尿酸血症对经皮冠状动脉介入术后发生造影剂相关急性肾损伤的影响。方法:检索PubMed、Embase、Cochrane Library、Web of Science、中国知网、万方、维普数据库,从建库至2023年8月16日公开发表的关于高尿酸血症与经皮冠状动...目的:评价高尿酸血症对经皮冠状动脉介入术后发生造影剂相关急性肾损伤的影响。方法:检索PubMed、Embase、Cochrane Library、Web of Science、中国知网、万方、维普数据库,从建库至2023年8月16日公开发表的关于高尿酸血症与经皮冠状动脉介入术后发生造影剂相关急性肾损相关性的文献。由2名研究人员独立进行文献筛选、数据提取,评价纳入研究的偏倚风险,应用Review Manager 5.4软件进行Meta分析。结果:共纳入文献12篇,包括11676例患者。Meta分析结果显示,与无高尿酸血症的患者相比,高尿酸血症患者PC-AKI的发生风险更高,发生率为22.3%,高尿酸血症是PC-AKI发生的危险因素(OR=2.03,95%CI:1.58-2.61);高尿酸血症患者PC-AKI后的死亡风险更高,死亡率为7.5%,高尿酸血症是PC-AKI患者早期死亡的危险因素(OR=2.33,95%CI:1.81-3.00);高尿酸血症患者PC-AKI后行CRRT治疗的机率更大,为3.14%。高尿酸血症是PC-AKI患者行CRRT治疗的影响因素(OR=7,95%CI:2.83-17.30)结论:现有研究证据表明,高尿酸血症的存在是PC-AKI发生的独立危险因素,并且它显著增加了PC-AKI患者的住院死亡率和肾脏替代治疗的风险。展开更多
Objective:To evaluate the impact of hyperuricemia on the occurrence of contrast agentrelated acute kidney injury after percutaneous coronary intervention.Methods:Retrieve PubMed,Embase,Cochrane Library,Web of Science,...Objective:To evaluate the impact of hyperuricemia on the occurrence of contrast agentrelated acute kidney injury after percutaneous coronary intervention.Methods:Retrieve PubMed,Embase,Cochrane Library,Web of Science,CNKI,Wanfang,and VIP databases,and publish articles on the correlation between hyperuricemia and contrast agent-related acute kidney damage after percutaneous coronary intervention from the establishment of the database to August 162023.Two researchers independently conducted literature screening and data extraction to evaluate the bias risk of inclusion in the study,and conducted metaanalysis using Review Manager 5.4 software.Results:A total of 12 articles were included,including 11676 patients.The meta-analysis results showed that compared with patients without hyperuricemia,patients with hyperuricemia had a higher risk of developing PC-AKI,with an incidence rate of 22.3%.Hyperuricemia was a risk factor for the occurrence of PCAKI(OR=2.03,95%CI:1.58-2.61);Patients with hyperuricemia have a higher risk of death after PC-AKI,with a mortality rate of 7.5%.Hyperuricemia is a risk factor for early death in PC-AKI patients(OR=2.33,95%CI:1.81-3.00);The probability of CRRT treatment after PCAKI in patients with hyperuricemia is higher,at 3.14%.Hyperuricemia is an influencing factor for CRRT treatment in PC-AKI patients(OR=7,95%CI:2.83-17.30).Conclusion:Existing research evidence suggests that the presence of hyperuricemia is an independent risk factor for the occurrence of PC-AKI,and it significantly increases the hospital mortality rate and the risk of renal replacement therapy in PC-AKI patients.展开更多
文摘为了提高火电厂大数据平台的生产维护安全化、监控管理精细化、经济效益持续化,提出了大数据平台内开发故障诊断预警系统,采用基于自适应力矩估计(adaptive moment estimation,Adam)算法优化二维卷积神经网络方法建模技术融入于大数据平台中,并结合大数据平台和专家故障预警诊断功能进行测试与应用。首先对故障预警模型进行数理建模及模型训练优化,直至满足模型功能要求,实施模型算法代码与大数据平台的合库部署上线、满足提前发现系统故障的功能,并结合机理分析对故障系统进行细致化分类,最终发现根本的故障原因。实现了火电厂生产过程中各系统运行特性的全周期监控,在系统或设备发生故障前进行预警并推送异常信息,规范化了模型部署在大数据平台后的测试与实施工作,进一步发现模型缺陷,提高模型准确率。
基金Key Research and Development Program of the Ministry of Science and Technology(No.2018YFC1704304)。
文摘Objective:To evaluate the impact of hyperuricemia on the occurrence of contrast agentrelated acute kidney injury after percutaneous coronary intervention.Methods:Retrieve PubMed,Embase,Cochrane Library,Web of Science,CNKI,Wanfang,and VIP databases,and publish articles on the correlation between hyperuricemia and contrast agent-related acute kidney damage after percutaneous coronary intervention from the establishment of the database to August 162023.Two researchers independently conducted literature screening and data extraction to evaluate the bias risk of inclusion in the study,and conducted metaanalysis using Review Manager 5.4 software.Results:A total of 12 articles were included,including 11676 patients.The meta-analysis results showed that compared with patients without hyperuricemia,patients with hyperuricemia had a higher risk of developing PC-AKI,with an incidence rate of 22.3%.Hyperuricemia was a risk factor for the occurrence of PCAKI(OR=2.03,95%CI:1.58-2.61);Patients with hyperuricemia have a higher risk of death after PC-AKI,with a mortality rate of 7.5%.Hyperuricemia is a risk factor for early death in PC-AKI patients(OR=2.33,95%CI:1.81-3.00);The probability of CRRT treatment after PCAKI in patients with hyperuricemia is higher,at 3.14%.Hyperuricemia is an influencing factor for CRRT treatment in PC-AKI patients(OR=7,95%CI:2.83-17.30).Conclusion:Existing research evidence suggests that the presence of hyperuricemia is an independent risk factor for the occurrence of PC-AKI,and it significantly increases the hospital mortality rate and the risk of renal replacement therapy in PC-AKI patients.
