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首页> 外文期刊>American journal of engineering and applied sciences >Application of Adaptive Predictive Control to a Newborn Incubator
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Application of Adaptive Predictive Control to a Newborn Incubator

机译:自适应预测控制在新生儿保育箱中的应用

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摘要

This study presents an application of Indirect Adaptive Generalized Predictive Control (IAGPC) of an incubator for newborn, in order to improve the performance of temperature control. Approach: Analysis of physical phenomena of incubator was involved together knowledge of the dynamic behavior. Incubator was identified by means of Recursive Least Square (RLS) technique associated with a projection of the model parameters for robust system identification. Results: Results showed that mathematical model of neonatal incubator predicted coincide with the measured data. A comparative study was made between ON-OFF, PID and IAGPC control in order to provide the performance of each strategy. Conclusion: Results had proved effectiveness of the IAGPC as a control of incubator system.
机译:这项研究提出了一种用于新生儿保育箱的间接自适应广义预测控制(IAGPC),以提高温度控制的性能。方法:孵化器的物理现象分析涉及动态行为的知识。通过与模型参数的投影相关联的递归最小二乘(RLS)技术来识别孵化器,以进行可靠的系统识别。结果:结果表明,新生儿培养箱的数学模型预测与实测数据吻合。为了提供每种策略的性能,在ON-OFF,PID和IAGPC控制之间进行了比较研究。结论:结果证明了IAGPC作为培养箱系统控制的有效性。

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