期刊文献+
共找到4篇文章
< 1 >
每页显示 20 50 100
基于自适应集成神经网络的火灾预测方法 被引量:5
1
作者 李军 张志东 +1 位作者 乔元健 高鹤 《消防科学与技术》 CAS 北大核心 2020年第12期1727-1731,共5页
针对传统火灾预测方法存在误报和漏报的问题,提出了一种基于自适应集成神经网络的火灾预测方法。首先,在信息层采用速率检测算法将不同类型传感器检测到的奇异数据输入到网络模型中。其次,在特征层采用长短期记忆网络(LSTM)和径向基前... 针对传统火灾预测方法存在误报和漏报的问题,提出了一种基于自适应集成神经网络的火灾预测方法。首先,在信息层采用速率检测算法将不同类型传感器检测到的奇异数据输入到网络模型中。其次,在特征层采用长短期记忆网络(LSTM)和径向基前馈神经网络(RBF-BPNN)构建集成网络学习不同输入参数下的火灾特征,最后,在决策层设计模糊逻辑控制系统推理输出火灾报警等级。实验结果表明,该方法具有更高的预测精度。 展开更多
关键词 自适应集成神经网络 速率检测算法 模糊逻辑控制系统 火灾预测
在线阅读 下载PDF
NOVEL DESIGN OF ENERGY CONTROL STRATEGY FOR PARALLEL HYBRID ELECTRIC VEHICLE 被引量:2
2
作者 王爱华 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2009年第2期107-113,共7页
A novel design method of control strategy for a parallel hybrid electric vehicle is proposed. The sequential quadratic programming(SQP) is first used to solve the optimal problem of maximizing system efficiency in t... A novel design method of control strategy for a parallel hybrid electric vehicle is proposed. The sequential quadratic programming(SQP) is first used to solve the optimal problem of maximizing system efficiency in terms of the global optimization. And then a fuzzy logic controller is developed to implement the optimal control strategy for a tradeoff between the engine and the battery in local. In addition, the performance of the fuzzy system is improved by optimizing the fuzzy rules based on the SQP results. Simulation results show that the proposed control strategy achieves better fuel economy under the duty cycle. 展开更多
关键词 fuzzy logic power control optimal control system
在线阅读 下载PDF
Simulation and Design of Fuzzy Sliding-mode Controller for Ship Heading-tracking 被引量:3
3
作者 袁雷 吴汉松 《Journal of Marine Science and Application》 2011年第1期76-81,共6页
In considering the characteristic of a rudder,the maneuvers of a ship were described by an unmatched uncertain nonlinear mathematic model with unknown virtual control coefficient and parameter uncertainties.In order t... In considering the characteristic of a rudder,the maneuvers of a ship were described by an unmatched uncertain nonlinear mathematic model with unknown virtual control coefficient and parameter uncertainties.In order to solve the uncertainties in the ship heading control,specifically the controller singular and paramount re-estimation problem,a new multiple sliding-mode adaptive fuzzy control algorithm was proposed by combining Nussbaum gain technology,the approximation property of fuzzy logic systems,and a multiple sliding-mode control algorithm.Based on the Lyapunov function,it was proven in theory that the controller made all signals in the nonlinear system of unmatched uncertain ship motion uniformly bounded,with tracking errors converging to zero.Simulation results show that the demonstrated controller design can track a desired course fast and accurately.It also exhibits strong robustness peculiarity in relation to system uncertainties and disturbances. 展开更多
关键词 ship autopilot nonlinear system unmatched uncertainty multiple sliding mode control fuzzy control
在线阅读 下载PDF
A tunable fuzzy logic controller for the vehicle semi-active suspension system
4
作者 方子帆 DENG +1 位作者 Zhaoxiang 《Journal of Chongqing University》 CAS 2002年第2期16-19,共4页
On the basis of analyzing the system constitution of vehicle semi-active suspension, a 4-DOF (degree of freedom) dynamic model is established. A tunable fuzzy logic controller is designed by using without quantificati... On the basis of analyzing the system constitution of vehicle semi-active suspension, a 4-DOF (degree of freedom) dynamic model is established. A tunable fuzzy logic controller is designed by using without quantification method and taking into account the uncertainty, nonlinearity and complexity of parameters for a vehicle suspension system. Simulation to test the performance of this controller is performed under random excitations and definite disturbances of a C grade road, and the effects of time delay and changes of system parameters on the vehicle suspension system are researched. The numerical simulation shows that the performance of the designed tunable fuzzy logic controller is effective, stable and reliable. 展开更多
关键词 VEHICLE semi-active suspension system fuzzy logic control SIMULATION
在线阅读 下载PDF
上一页 1 下一页 到第
使用帮助 返回顶部