首页    期刊浏览 2025年05月25日 星期日
登录注册

文章基本信息

  • 标题:From Statistical Mechanics to Process Control: A Tutorial
  • 本地全文:下载
  • 作者:B. Erik Ydstie ; Michael Wartmann ; Leyla Özkan
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2022
  • 卷号:55
  • 期号:18
  • 页码:33-38
  • DOI:10.1016/j.ifacol.2022.08.026
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractA system-theoretic basis for process control is developed using statistical mechanics as our point of departure. Specifically we show that control of a thermodynamic system can be discussed within the framework of passive systems theory. Using Boltzmann's definition of the entropyS = kBln(Ω) and assuming that the distribution of states is uniformly distributed close to the equilibrium manifold we demonstrate the existence of a Lyapunov function based on the concept of available work. The LaSalle invariance principle now applies and we conclude that the microscopic (quantum) state converges to an ω-limit set close to the equilibrium manifold. The support of the measureV,interpreted as the volume of the system, defines the phase distribution in a multi-phase system. To connect such ideas with process control we define (approximate) balance equations, force, and flux variables.
  • 关键词:KeywordsConvex AnalysisProcess ControlStabilityEquilibrium
国家哲学社会科学文献中心版权所有