Automating Control System Design: Using Language Models for Expert Knowledge in Decentralized Controller Auto-Tuning

No abstract is available for this paper.

• Publication year

  2025

• Venue

  Workshop on Principles of Diagnosis

• Publication date

  Unknown publication date

• Fields of study

  Computer Science, Engineering

• Identifiers
  DOI 10.4230/OASIcs.DX.2025.10
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• SmartControl: Interactive PID controller design powered by LLM agents and control system expertise

  2025cited by this paper
• Extracting Prompts by Inverting LLM Outputs

  2024cited by this paper
• Using Multi-Modal LLMs to Create Models for Fault Diagnosis (Short Paper)

  2024cited by this paper
• ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise

  2024cited by this paper
• Automated Control Loop Selection Via Multistage Optimal Control Formulation and Nonlinear Programming

  2023influential reference
• What's the Magic Word? A Control Theory of LLM Prompting

  2023cited by this paper
• Simultaneous tuning of multiple PID controllers for multivariable systems using deep reinforcement learning

  2023cited by this paper
• Prompt Engineering Through the Lens of Optimal Control

  2023cited by this paper
• Joint Constrained Bayesian Optimization of Planning, Guidance, Control, and State Estimation of an Autonomous Underwater Vehicle †

  2022influential reference
• Multi-objective meta-heuristic optimization in intelligent control: A survey on the controller tuning problem

  2020influential reference
• Language Models are Few-Shot Learners

  2020cited by this paper
• DISPATCH: Design Space Exploration of Cyber-Physical Systems

  2020cited by this paper
• An improved approximation algorithm for the minimum 3-path partition problem

  2019cited by this paper
• Design, modelling, simulation and integration of cyber physical systems: Methods and applications

  2016cited by this paper
• Graphical methods for diagnosis of dynamic systems: Review

  2014cited by this paper
• A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise

  1964cited by this paper

• When control meets large language models: From words to dynamics

  2026cites this paper