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组合预测模型在路基沉降中的应用研究 被引量:11
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作者 谢宇航 赵健 +2 位作者 郭昕 龙健 龙景彪 《交通科学与工程》 2019年第4期28-33,共6页
为提高路基沉降预测的准确性,在S型单项预测模型和传统熵值法组合预测模型的基础上,对模型的预测值取值范围和整体稳定度2方面进行了优化,提出一种复合确权预测模型,并对其可行性和有效性进行了验证。研究结果表明:基于复合确权的组合... 为提高路基沉降预测的准确性,在S型单项预测模型和传统熵值法组合预测模型的基础上,对模型的预测值取值范围和整体稳定度2方面进行了优化,提出一种复合确权预测模型,并对其可行性和有效性进行了验证。研究结果表明:基于复合确权的组合预测模型比传统熵值法组合模型和单优化预测值取值范围模型的预测精度分别提高了3%和5%。 展开更多
关键词 路基沉降 s型预测模型 熵值法 复合确权 组合预测
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Min-max fuzzy model predictive tracking control of boiler-turbine system for ultra-supercritical units 被引量:1
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作者 Chen Chen Pan Lei Kwang Y.Lee 《Journal of Southeast University(English Edition)》 EI CAS 2021年第1期42-51,共10页
To improve the control performance of nonlinear ultra-supercritical(USC)thermal power units,an improved min-max fuzzy model predictive tracking control(FMPTC)strategy is proposed.First,a T-S fuzzy model is established... To improve the control performance of nonlinear ultra-supercritical(USC)thermal power units,an improved min-max fuzzy model predictive tracking control(FMPTC)strategy is proposed.First,a T-S fuzzy model is established to approximate the dynamics of the nonlinear boiler-turbine system.Then,based on an extended fuzzy model containing state variables and output variables,a min-max FMPTC is derived for output regulation while ensuring the closed-loop system stability and the inputs in their given constraints.For greater controller design freedom,the developed controller adopts a new state-and output-based objective function.In addition,the observer estimation error is regarded as a bounded disturbance,ensuring the stability of the entire closed-loop control system.Simulation results on a 1000 MW USC boiler-turbine model illustrate the effectiveness of the proposed approach. 展开更多
关键词 ultra-supercritical boiler-turbine system T-s model min-max model predictive control output tracking linear matrix inequality
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