smpc

Based on historical operation data , batch SMPC ( statistical performance monitoring & control ) establishes monitoring and fault diagnosis models off-line and applies them in the on-line monitoring of batch process operation .

间歇过程统计性能监控基于历史数据，离线建立统计监控模型并用于在线性能监控和故障诊断。

Furthermore , on this basis , using the SMPC , a space deployable antenna was designed , fabricated , a deployment process was demonstrated and its reflector precision was measured .

在此基础上，完成了基于该复合材料的空间片层可展开天线结构的设计、研制、展开验证及其型面精度的测量。

The difference between Stochastic Model Predictive Control ( SMPC ) and Standard Model Predictive Control is that the former one deals with uncertainties systematically , while the later one compensate the uncertainties with feedback .

随机预测控制与标准预测控制的区别在于前者系统地考虑对象的不确定性，而非依赖于反馈校正来补偿不确定性。

To reduce the cost brought by uncertainties in supply chain management ( SCM ), based on the previous work on the model predictive control of supply chain management pioneered by researchers , we formed a SMPC framework for SCM and take advantage of MCMC to obtain the control signal .

为了降低供应链系统中的随机性给供应链管理带来的成本，本文基于前人的供应链管理预测控制的研究，为供应链管理建立随机预测控制框架，并采用马氏链蒙特卡罗方法求解控制律。