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基于改进决策树的发电运行控制优化技术
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作者 张磊 熊健 +2 位作者 金龙云 刘秉祺 方鑫宇 《电子设计工程》 2024年第21期65-69,共5页
针对煤电运行数据挖掘程度不足、煤耗控制效果不佳等问题,设计了一种基于GRA-GWORF算法的煤电运行数据分析及优化算法。该算法以煤电运行数据为输入,利用GRA算法筛选影响煤耗的关键可控变量,再通过GWO改进RF算法的子决策树数量与选取特... 针对煤电运行数据挖掘程度不足、煤耗控制效果不佳等问题,设计了一种基于GRA-GWORF算法的煤电运行数据分析及优化算法。该算法以煤电运行数据为输入,利用GRA算法筛选影响煤耗的关键可控变量,再通过GWO改进RF算法的子决策树数量与选取特征数量两个参数。同时将完成筛选的关键可控变量数据作为参数优化后RF算法的输入,进而实现煤电运行方式的优化。算例分析结果表明,采用所提GRA-GWO-RF算法改善后,平均煤耗降低了13%以上,而RF算法仅下降约10%。因此相比于RF算法,该算法能够更为准确地优化煤电机组的运行方式,并提高其经济性。 展开更多
关键词 决策树 数据挖掘 煤耗 随机森林 灰色关联度 灰狼优化算法
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A proteomics analysis for certain signature proteins of rabbit lacrimal passages after ^(125)I seeds brachytherapy
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作者 LI Dandan LIU Lin +3 位作者 GAO Shi jin longyun QI Liangchen MA Qingjie 《Nuclear Science and Techniques》 SCIE CAS CSCD 2010年第4期227-232,共6页
To search for certain signature proteins and the expression profiles in lacrimal passage stenosis,rabbit models of lacrimal passage stenosis were treated by 125I seed brachytherapy.All the signature proteins were sepa... To search for certain signature proteins and the expression profiles in lacrimal passage stenosis,rabbit models of lacrimal passage stenosis were treated by 125I seed brachytherapy.All the signature proteins were separated by two-dimensional electrophoresis,and identified by mass spectrometry.The results show that the up-regulated proteins are peptidyl-prolyl cis-trans isomerase A(PPIase A),and epidermal fatty acid-binding protein(E-FABP),while the down-regulated proteins are myosin light chain 1(isomer of skeletal muscle),myosin light polypeptide 6(isomer 1 of smooth muscle and non-muscle),myosin light chain 1(isomer of slow-twitch muscle A),isomer 2 of ERC protein 2,and α-crystallin family protein.The proteins may play a role in healing the wound and regulating synaptic active zone of neurons due to correlation to cell apoptosis,proliferation and migration of smooth muscle cell.These provide molecular mechanism for preventing stenosis and restenosis of lacrimal passage. 展开更多
关键词 蛋白质组 近距离 签名 治疗 粒子 肌球蛋白轻链 脂肪酸结合蛋白 学分
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Re-canalized stenostic rabbit nasolacrimal duct by the ^(125)I radioactive probing:Affecting Bcl-2 and Bax protein expression
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作者 GUO Pengde MA Qingjie +6 位作者 YANG Dongyan GAO Shi jin longyun ZHOU Xueyan CUI Qu HAN Zhenguo ZHAO Guoqing 《Nuclear Science and Techniques》 SCIE CAS CSCD 2010年第6期357-361,共5页
To evaluate the ^(125)I radioactive probing re-canalizing stenostic nasolacrimal duct,the nasolacrimal duct stenosis models in epithelium and connective tissues are experimentally structured by inbred white rabbits(Ne... To evaluate the ^(125)I radioactive probing re-canalizing stenostic nasolacrimal duct,the nasolacrimal duct stenosis models in epithelium and connective tissues are experimentally structured by inbred white rabbits(New Zealand),including the nasolacrimal duct stenosis,the mechanical probing with outer layer of thermoplastic tube,and the ^(125)I radioactive probing with the ^(125)I seeds sealing into the thermoplastic tube.After re-canalized for four weeks, tissue specimens from bilateral nasolacrimal ducts are obtained,and the Bcl-2 and Bax protein expression levels are evaluated by immunohistochemical staining analysis.Comparing with the blank control,the expression levels of the Bcl-2 and Bax in the nasolacrimal duct stenosis and the mechanical probing are significantly up-/down-regulated(p<0.05),but in the ^(125)I radioactive probing are down-/up-regulated(p<0.05) and can be used to re-canalize the stenostic lacrimal passage.The results show that the ^(125)I radioactive probing is a therapeutical mechanism for radioactive probing strategy for treating nasolacrimal duct stenosis to induce cell apoptosis. 展开更多
关键词 Lacrimal passage Radiation Bcl-2 and Bax ^(125)I radioactive probing
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