Model-Free Primal-Dual Methods for Network Optimization with Application to Real-Time Optimal Power Flow

28 Sep 2019 Chen Yue Bernstein Andrey Devraj Adithya Meyn Sean

This paper examines the problem of real-time optimization of networked systems and develops online algorithms that steer the system towards the optimal trajectory without explicit knowledge of the system model. The problem is modeled as a dynamic optimization problem with time-varying performance objectives and engineering constraints... (read more)

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Categories


  • OPTIMIZATION AND CONTROL
  • SYSTEMS AND CONTROL
  • SYSTEMS AND CONTROL