东南大学学报(自然科学版)
東南大學學報(自然科學版)
동남대학학보(자연과학판)
JOURNAL OF SOUTHEAST UNIVERSITY
2015年
3期
539-543
,共5页
黄兴淮%徐赵东%Dyke Shirley
黃興淮%徐趙東%Dyke Shirley
황흥회%서조동%Dyke Shirley
实时模型修正%能量原理%Kalman滤波器%损伤识别%结构健康监测
實時模型脩正%能量原理%Kalman濾波器%損傷識彆%結構健康鑑測
실시모형수정%능량원리%Kalman려파기%손상식별%결구건강감측
in-time model updating%energy theory%Kalman filter%damage identification%structural health monitoring
为了实时监测结构的安全状态,提出了一种计算速度快、易收敛的模型修正策略.首先通过计算瞬时能量来建立结构单元刚度和结构响应之间的关系;然后,将结构瞬时能量代入Kal-man滤波器中,根据每一时间步能量预测值和实际测量值的差异进行修正,得到结构的真实刚度;最后,以美国地震工程模拟中心数据库( NEES)中的美国某州际公路指示牌支撑桁架为例进行数值验证,结果表明:无噪声干扰情况下,刚度发生20%,40%,60%,80%损伤的杆件和未发生损伤的杆件均能在0.4s内从初始刚度收敛到各自的真实刚度;在5%随机噪声干扰下,利用该策略修正得到的刚度误差均小于12%;每一时间步所消耗的CPU时间远小于采样周期.因此,利用能量原理和Kalman滤波器能够快速有效地对未知刚度的结构进行实时模型修正.
為瞭實時鑑測結構的安全狀態,提齣瞭一種計算速度快、易收斂的模型脩正策略.首先通過計算瞬時能量來建立結構單元剛度和結構響應之間的關繫;然後,將結構瞬時能量代入Kal-man濾波器中,根據每一時間步能量預測值和實際測量值的差異進行脩正,得到結構的真實剛度;最後,以美國地震工程模擬中心數據庫( NEES)中的美國某州際公路指示牌支撐桁架為例進行數值驗證,結果錶明:無譟聲榦擾情況下,剛度髮生20%,40%,60%,80%損傷的桿件和未髮生損傷的桿件均能在0.4s內從初始剛度收斂到各自的真實剛度;在5%隨機譟聲榦擾下,利用該策略脩正得到的剛度誤差均小于12%;每一時間步所消耗的CPU時間遠小于採樣週期.因此,利用能量原理和Kalman濾波器能夠快速有效地對未知剛度的結構進行實時模型脩正.
위료실시감측결구적안전상태,제출료일충계산속도쾌、역수렴적모형수정책략.수선통과계산순시능량래건립결구단원강도화결구향응지간적관계;연후,장결구순시능량대입Kal-man려파기중,근거매일시간보능량예측치화실제측량치적차이진행수정,득도결구적진실강도;최후,이미국지진공정모의중심수거고( NEES)중적미국모주제공로지시패지탱항가위례진행수치험증,결과표명:무조성간우정황하,강도발생20%,40%,60%,80%손상적간건화미발생손상적간건균능재0.4s내종초시강도수렴도각자적진실강도;재5%수궤조성간우하,이용해책략수정득도적강도오차균소우12%;매일시간보소소모적CPU시간원소우채양주기.인차,이용능량원리화Kalman려파기능구쾌속유효지대미지강도적결구진행실시모형수정.
In order to monitor structural safety in-time, a model updating strategy with high calcula-tion speed and easy-to-convergence capacity is proposed.First, the relationship between the element stiffness and the structural responses is established by calculating the instantaneous energy.Second-ly, the instantaneous energy is substituted into the Kalman filter.The structural element real stiffness is obtained by updating according to the difference of the prediction energy and measured energy in every time step.Finally, simulation tests are carried out on a highway sign support truss in network for engineering earthquake simulation ( NEES) in the United States.The results show that without noise, the initial stiffness of the elements without damage and with 20%, 40%, 60%, 80%damage can be updated to real stiffness in 0.4 s.Even with 5% environmental noise, the updated stiffness errors obtained by this strategy are less than 12%.The time cost of CPU ( central processing unit) in every time step is far less than the sampling time.Therefore, the energy theory and Kalman filter can update the structure with unknown stiffness promptly and effectively.