机床与液压
機床與液壓
궤상여액압
MACHINE TOOL & HYDRAULICS
2015年
6期
80-85
,共6页
机器人%小孔泄漏%主动嗅觉定位%进化梯度算法%Fluent
機器人%小孔洩漏%主動嗅覺定位%進化梯度算法%Fluent
궤기인%소공설루%주동후각정위%진화제도산법%Fluent
Robot%Hole leak%Active olfaction positioning%Evolution gradient search algorithm%Fluent
针对隧道内运输危险品(天然气)车辆在行驶过程中发生小孔泄漏导致天然气扩散的情况,提出一种机器人主动嗅觉定位算法。采用赋值的方法随机搜索气体,并根据进化梯度搜索算法来跟踪气体,保证移动机器人一直沿着由低浓度烟羽到高浓度烟羽运动并最终定位到泄漏点。烟羽环境采用基于Fluent的天然气扩散物理数学模型。模型采用基于雷诺时均方程和标准k-ε方程的湍流模拟,用SIMPLEC算法对N-S方程进行求解,并采用组分输运来解决多组分流体的扩散问题,完成二维动态烟羽模型的建立后将烟羽数据导入Matlab,将烟羽模型产生的数据与模拟移动机器人相结合,依据设计所提出的主动嗅觉定位算法进行气味源搜索及气味源确认的仿真,为隧道内车辆运输危险品泄漏事故的抢救及最大限度地减少损失提供了参考。
針對隧道內運輸危險品(天然氣)車輛在行駛過程中髮生小孔洩漏導緻天然氣擴散的情況,提齣一種機器人主動嗅覺定位算法。採用賦值的方法隨機搜索氣體,併根據進化梯度搜索算法來跟蹤氣體,保證移動機器人一直沿著由低濃度煙羽到高濃度煙羽運動併最終定位到洩漏點。煙羽環境採用基于Fluent的天然氣擴散物理數學模型。模型採用基于雷諾時均方程和標準k-ε方程的湍流模擬,用SIMPLEC算法對N-S方程進行求解,併採用組分輸運來解決多組分流體的擴散問題,完成二維動態煙羽模型的建立後將煙羽數據導入Matlab,將煙羽模型產生的數據與模擬移動機器人相結閤,依據設計所提齣的主動嗅覺定位算法進行氣味源搜索及氣味源確認的倣真,為隧道內車輛運輸危險品洩漏事故的搶救及最大限度地減少損失提供瞭參攷。
침대수도내운수위험품(천연기)차량재행사과정중발생소공설루도치천연기확산적정황,제출일충궤기인주동후각정위산법。채용부치적방법수궤수색기체,병근거진화제도수색산법래근종기체,보증이동궤기인일직연착유저농도연우도고농도연우운동병최종정위도설루점。연우배경채용기우Fluent적천연기확산물리수학모형。모형채용기우뢰낙시균방정화표준k-ε방정적단류모의,용SIMPLEC산법대N-S방정진행구해,병채용조분수운래해결다조분류체적확산문제,완성이유동태연우모형적건립후장연우수거도입Matlab,장연우모형산생적수거여모의이동궤기인상결합,의거설계소제출적주동후각정위산법진행기미원수색급기미원학인적방진,위수도내차량운수위험품설루사고적창구급최대한도지감소손실제공료삼고。
This paper proposed a robot active olfaction positioning algorithm for the situation of the vehicle trave-ling in the tunnel carrying dangerous goods (i.e.,natural gas)occur a leak led to the proliferation of natural gas. Assignment method is used to search the gas randomly,and evolution gradient search algorithm is used to track the gas,these two could complement each other to ensure the mobile robots move along the plume from lower con-centration to higher concentration and eventually locate the position of leakage.Plume of gas diffusion physical environment using a mathematical model based on Fluent,the turbulent flow are based on Reynolds time-averaged equations and standard k-εequation,SIMPLEC algorithm is used to solve the N-S equation and the component transportation is used to solve the problem of multi-component fluid diffusion process.Upon completion of the es-tablishment of two-dimensional dynamic model of the plume,and then the plume data was put into Matlab.Com-bine the data generated from plume model with analog mobile robot to search for the odor source and confirm the odor source by using active olfaction positioning algorithm the design proposed.This design provides a reference to minimize the loss and take effective rescue measures in the accident of transportation of dangerous goods suddenly leakage in a tunnel.