自动化仪表
自動化儀錶
자동화의표
PROCESS AUTOMATION INSTRUMENTATION
2014年
8期
65-68
,共4页
程加堂%华静%艾莉%熊燕
程加堂%華靜%艾莉%熊燕
정가당%화정%애리%웅연
改进证据理论%粒子群优化算法%证据可信度%信息融合%安全监测
改進證據理論%粒子群優化算法%證據可信度%信息融閤%安全鑑測
개진증거이론%입자군우화산법%증거가신도%신식융합%안전감측
Improved evidence theory%Particle swarm optimization algorithm%Evidence credibility%Information fusion%Safety monitoring
为了提高矿井安全监测的准确性,引入了一种基于改进证据理论的多源信息融合方法。该方法根据矿井四个不同空间域的特征信息,利用粒子群优化算法来构建矿井安全的初级识别模型,再由证据理论进行信息融合,实现对安全状况的判断。同时引入证据可信度,对初级识别模型的输出结果进行修正。试验结果表明,该方法在原始证据相一致以及出现高度冲突的情况下都具有较高的识别效果,实现了对矿井安全状态的有效监测。
為瞭提高礦井安全鑑測的準確性,引入瞭一種基于改進證據理論的多源信息融閤方法。該方法根據礦井四箇不同空間域的特徵信息,利用粒子群優化算法來構建礦井安全的初級識彆模型,再由證據理論進行信息融閤,實現對安全狀況的判斷。同時引入證據可信度,對初級識彆模型的輸齣結果進行脩正。試驗結果錶明,該方法在原始證據相一緻以及齣現高度遲突的情況下都具有較高的識彆效果,實現瞭對礦井安全狀態的有效鑑測。
위료제고광정안전감측적준학성,인입료일충기우개진증거이론적다원신식융합방법。해방법근거광정사개불동공간역적특정신식,이용입자군우화산법래구건광정안전적초급식별모형,재유증거이론진행신식융합,실현대안전상황적판단。동시인입증거가신도,대초급식별모형적수출결과진행수정。시험결과표명,해방법재원시증거상일치이급출현고도충돌적정황하도구유교고적식별효과,실현료대광정안전상태적유효감측。
To enhance the accurateness of coal mine safety monitoring, the multi-source information fusion method based on improved evidence theory is introduced. In accordance with the characteristic information in four different spatial domains, by adopting particle swarm optimization algorithm, the primary recognition model of coal mine safety is established;then information fusion is conducted by evidence theory, to judge the security conditions. In addition, the evidence credibility is introduced, for correcting the output result of the primary recognition model. The experimental results show that the method provides higher recognition effects in both conditions of original evidence is highly conflict or consistent, thus effective safety monitoring can be implemented for coal mine.