[1]徐怀兵,欧进萍.设置混合调谐质量阻尼器的高层建筑风振控制实用设计方法[J].建筑结构学报, 2017,38(6): 144-154.
XU Huaibing, OU Jinping.Design method for wind-induced vibration control of high-rise buildings with hybrid tuned mass dampers [J].Journal of Building Structures, 2017,38(6): 144-154.
[2]雷永勤,杜永峰.基于神经网络的结构振动智能主动容错控制算法研究[J].振动与冲击, 2014,33(13): 117-122.
LEI Yongqin, DU Yongfeng.Smart active fault tolerant control algorithm based on neural network for structural vibration control[J].Journal of Vibration and Shock, 2014,33(13): 117-122.
[3]李宏男,李瀛,李钢.地震作用下建筑结构的分散控制研究[J].土木工程学报, 2008,41(9): 27-33.
LI Hongnan, LI Ying, LI Gang.Decentralized control of structures under earthquakes[J].China Civil Engineering Journal, 2008,41(9): 27-33.
[4]潘兆东,谭平,周福霖.土木工程结构保性能PID协调分散控制研究[J].振动与冲击, 2018,37(12): 89-95.
PAN Zhaodong, TAN Ping, ZHOU Fulin.A study on guaranteed cost PID coordinated decentralized control for civil engineering structures[J].Journal of Vibration and Shock, 2018,37(12): 89-95.
[5]潘兆东,谭平,周福霖.土木工程结构模糊滑模分散控制(DFSMC)研究[J].振动与冲击, 2017,36(20): 107-111.
PAN Zhaodong, TAN Ping, ZHOU Fulin.A decentralized fuzzy sliding mode control (DFSMC) for civil engineering structures[J].Journal of Vibration and Shock, 2017,36(20): 107-111.
[6]AMINI F, HASSANAL M, JAVANBAKHT M.Optimized and decentralized pulse control of seismically excited steel structures[J].International Journal of Steel Structures, 2017,17(2): 631-642.
[7]LOPEZ-FRANCO M, SANCHEZ E N, ALANIS A Y, et al.Decentralized control for stabilization of nonlinear multi-agent systems using neural inverse optimal control[J].Neurocomputing, 2015,168: 81-91.
[8]郭丽丽,丁世飞.深度学习研究进展[J].计算机科学, 2015,42(5): 28-33.
GUO Lili, DING Shifei.Research progress on deep learning[J].Computer Science, 2015,42(5): 28-33.
[9]HINTON G, SALAKHUTDINOV R.Reducing the dimensionality of data with neural networks[J].Science, 2006,313(5786): 504-507.
[10]ZHANG H, TAN J W, ZHAO C Y.A fast detection and grasping method for mobile manipulator based on improved faster R-CNN[J].Industrial Robot-The International Journal of Robotics Research and Application, 2020,47(2): 167-175.
[11]LI X, CAO L, TIONG A M H, et al.Distal-end force prediction of tendon-sheath mechanisms for flexible endoscopic surgical robots using deep learning[J].Mechanism and Machine Theory, 2019,134: 323-337.
[12]HOCHREITER S, SCHMIDHUBER J.Long short-term memory[J].Neural Computation, 1997,9(8): 1735-1780.
[13]SUNDERMEYER M, NEY H, SCHLUTER R.From feedforward to recurrent LSTM neural networks for language modeling[J].IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2015,23(3): 517-529.
[14]WANG Y, GAN D H, SUN M Y, et al.Probabilistic individual load forecasting using pinball loss guided LSTM[J].Applied Energy, 2019,235: 10-20.
[15]涂建维,高经纬,李召,等.基于长短时记忆网络的结构智能控制算法研究[J].华中科技大学学报(自然科学版), 2019,47(12): 110-115.
TU Jianwei, GAO Jingwei, LI Zhao, et al.Research on structural intelligent control algorithms based on long short-term memory networks[J].Journal of Huazhong University of Science and Technology (Natural Science Edition), 2019,47(12): 110-115.
[16]袁磊,甘庆鹏,李开成,等.基于深度学习与遗传算法的动车组与ATP车载设备接口试验测试序列优化生成[J].铁道学报, 2018,40(3): 88-94.
YUAN Lei, GAN Qingpeng, LI Kaicheng, et al.Optimized generation of test sequences for interface type test between train and ATP onboard equipment using deep learning and genetic algorithm[J].Journal of the China Railway Society, 2018,40(3): 88-94.
[17]KANADA Y.Optimizing neural-network learning rate by using a genetic algorithm with per-epoch mutations[C]// International Joint Conference on Neural Networks (IJCNN).Vancouver: IEEE, 2016.
[18]汪权,庄嘉雷,张俊,等.地震作用下高层建筑结构的重叠分散控制研究[J].计算力学学报, 2015,32(1): 48-52.
WANG Quan, ZHUANG Jialei, ZHANG Jun, et al.Overlapping decentralized control of tall buildings under earthquakes[J].Chinese Journal of Computational Mechanics, 2015,32(1): 48-52.
[19]谭平,潘兆东,周福霖.复杂结构重叠分散控制理论研究与数值分析[J].建筑结构学报, 2018,39(1): 69-77.
TAN Ping, PAN Zhaodong, ZHOU Fulin.Theoretical investigation and numerical analysis of overlapping decentralized control for complex structure[J].Journal of Building Structures, 2018,39(1): 69-77.
[20]CHEN X B, XU W B, HUANG T Y, et al.Pair-wise decomposition and coordinated control of complex systems[J].Information Sciences, 2012,185(1): 78-99.
[21]许庆虎.地震激励下参数不确定建筑结构的重叠分散控制方法研究[D].合肥: 合肥工业大学, 2018.
[22]PALACIOS-QUINONERO F, ROSSELL J M, KARIMI H R.Semi-decentralized strategies in structural vibration control[J].Modeling, Identification and Control, 2011,32(2): 57-77.
[23]LEI Y, WU D T, LIN Y.A decentralized control algorithm for large-scale building structures[J].Computer Aided Civil & Infrastructure Engineering, 2012,27(1): 2-13.
[24]GERS F A, SCHMIDHUBER J, CUMMINS F.Learning to forget: continual prediction with LSTM[J].Neural Computation, 2000,12(10): 2451-2471.
[25]张荣,李伟平,莫同.深度学习研究综述[J].信息与控制, 2018,47(4): 385-397.
ZHANG Rong, LI Weiping, MO Tong.Review of deep learning[J].Information and Control, 2018,47(4): 385-397.
[26]宋哲, 陈文卿, 徐志伟.基于神经网络的悬臂梁在线辨识与振动主动控制[J].振动与冲击, 2013,32(21): 204-208.
SONG Zhe, CHEN Wenqing, XU Zhiwei.Active vibration control of a cantilever beam based on neural network online identification [J].Journal of Vibration and Shock, 2013,32(21): 204-208.
[27]KU C C, LEE K Y.Diagonal recurrent neural networks for dynamic systems control[J].IEEE Transactions on Neural Networks, 1995,6(1): 144-156.
[28]欧进萍.结构振动控制:主动、半主动和智能控制[M].北京: 科学出版社, 2003.
[29]OHTORI Y, CHRISTENSON R E, SPENCER B F, et al.Benchmark control problems for seismically excited nonlinear buildings[J].Journal of Engineering Mechanics, 2004,130(4): 366-385.