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基于检养系统的病害原因和养护对策智能诊断技术研究 被引量:2
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作者 斯新华 刘大洋 +2 位作者 韩坤林 黄倩文 方鹏程 《公路》 北大核心 2023年第8期326-331,共6页
为解决现有桥梁病害成因和养护对策严重依赖专业技术人员经验判断的问题,同时提高公路桥梁检测养护领域的智能化和自动化水平,以现有的研究内容及成果为基础,基于人工智能、机器学习等新一代信息技术和检测、评定、养护等专业核心技术,... 为解决现有桥梁病害成因和养护对策严重依赖专业技术人员经验判断的问题,同时提高公路桥梁检测养护领域的智能化和自动化水平,以现有的研究内容及成果为基础,基于人工智能、机器学习等新一代信息技术和检测、评定、养护等专业核心技术,通过构建病害基本信息库、病害成因分析库、病害养护处治方案库,并结合特征词提取技术、模糊概率匹配算法和匹配准确度提高算法,实现对公路桥梁外观检测病害的成因和养护对策的智能匹配。目前已完成108种梁桥病害、210种病害成因、189种养护对策和1 033个特征词的构建,通过不断测试、积累和优化计算,使梁桥的病害成因和养护对策匹配准确率已达85%。将该研究成果应用于桥梁检养专业系统,以某混凝土空心板梁桥的板底横向裂缝为例进行病害结果、成因和养护处治对策诊断,其诊断结果可满足实际工程需求。研究成果可快速部署并应用于公路桥梁检养专业系统,实现桥梁病害原因和养护对策的快速诊断,实现桥梁检养的系统化、智能化和快速化,同时可借鉴此研究方法拓展其他桥型和其他专业的智能诊断技术研究,具有很好的沿用性和借鉴性。 展开更多
关键词 桥梁 智能诊断 病害成因 护处治对策 检养系统
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Sustainable fisheries in shallow lakes:an independent empirical test of the Chinese mitten crab yield model
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作者 王海军 梁小民 王洪铸 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2017年第4期894-901,共8页
Next to excessive nutrient loading,intensive aquaculture is one of the major anthropogenic impacts threatening lake ecosystems.In China,particularly in the shallow lakes of mid-lower Changjiang(Yangtze) River,continuo... Next to excessive nutrient loading,intensive aquaculture is one of the major anthropogenic impacts threatening lake ecosystems.In China,particularly in the shallow lakes of mid-lower Changjiang(Yangtze) River,continuous overstocking of the Chinese mitten crab(Eriocheir sinensis) could deteriorate water quality and exhaust natural resources.A series of crab yield models and a general optimum-stocking rate model have been established,which seek to benefit both crab culture and the environment.In this research,independent investigations were carried out to evaluate the crab yield models and modify the optimum-stocking model.Low percentage errors(average 47%,median 36%) between observed and calculated crab yields were obtained.Specific values were defined for adult crab body mass(135 g/ind.) and recapture rate(18%and 30%in lakes with submerged macrophyte biomass above and below 1 000 g/m^2)to modify the optimum-stocking model.Analysis based on the modified optimum-stocking model indicated that the actual stocking rates in most lakes were much higher than the calculated optimum-stocking rates.This implies that,for most lakes,the current stocking rates should be greatly reduced to maintain healthy lake ecosystems. 展开更多
关键词 Chinese mitten crab sustainable fishery yield model optimum-stocking model independent test Changjiang lakes
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