Model predictive control for switching gain adaptation in a sliding mode controller of a DC drive with nonlinear friction

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Authors

This paper presents an optimal, robust, adaptive tuning strategy based on a linear model predictive control (LMPC) scheme for the switching gain of a sliding mode control (SMC). The LMPC employs a moving horizon, where the dynamics of the sliding-mode-controlled system is addressed. The control design is presented exemplary for a DC drive which is subject to both nonlinear friction as well as model uncertainty. The overall control has a cascade structure. In the inner control loop for the currents, a flatness-based control is used. The outer control loop involves an integral sliding mode control of the angular velocity that is combined with a LMPC that adapts the switching height of the discontinuous control action.

Original languageEnglish
Title of host publication2018 22nd International Conference on System Theory, Control and Computing (ICSTCC) 2018 : Proceedings October 10 - 12, 2018 Sinaia, România
EditorsMarian Barbu, Răzvan Şolea, Adrian Filipescu
Number of pages6
Place of PublicationPiscataway
PublisherIEEE - Institute of Electrical and Electronics Engineers Inc.
Publication date01.11.2018
Pages765-770
Article number8540681
ISBN (print)978-1-5386-4445-4
ISBN (electronic)978-1-5386-4444-7, 978-1-5386-4443-0
DOIs
Publication statusPublished - 01.11.2018
Event22nd International Conference on System Theory, Control and Computing - ICSTCC 2018 - Sinaia, Romania
Duration: 10.10.201812.10.2018
Conference number: 22
http://www.icstcc.ugal.ro/2018/

    Research areas

  • Adaptive Control, DC Drives, Flatness, Friction Compensation, Model Predictive Control, Sliding Mode Control
  • Engineering

Recently viewed

Activities

  1. Presentation of the paper entitled "Soft Optimal Computing to Identify Surface Roughness in Manufacturing using a Gaussian and a Trigonometric Regressor"
  2. SPARQL Querying Benchmarks
  3. Preliminary selection of experimental techniques in Subtask D
  4. Planar Multipole Resonance Probe: Comparison of a Functional Analytic Approach and Full 3D Electromagnetic Field Simulations
  5. Cognitive predictors of accurate syntax/semantics mapping in the early stages of adult L2 learning
  6. From Music Scenes to Ecosystems? Concepts, Challenges and Current Developments within Scene Perspectives
  7. Tracking, Targeting, Predicting: Epistemological, Ontological and Biopolitical Dimensions of Techno-Security - 2013
  8. What we know about conceptual learning in open inquiry settings in science education
  9. International Conference on Methods and Models in Automation an Robotics - MMAR 2016
  10. A piezo servo hydraulic actuator for use in camless combustion engines and its control with MPC
  11. Alterations of a visual and how they work for and at the boundaries of an interorganizational team: A multimodal exploration
  12. Improving the quality of selecting applicants for university student programs
  13. Plenary lecture entitled: "Wavelet Packets for Applications in Signal Processing and Control Systems"
  14. Mapping participation in public environmental decision-making processes: An international database on published case studies
  15. Do connectives improve the level of understandability in mathematical modeling tasks?
  16. Simulation and Evaluation of Control Mechanisms for Mobile Robot Fulfillment Systems
  17. Is there only one modelling competency? The question of situated cognition when solving real world problems

Publications

  1. Multi-view learning with dependent views
  2. A Control Scheme for PMSMs using Model Predictive Control and a Feedforward Action in the Presence of Saturated Inputs
  3. The role of reading time complexity and reading speed in text comprehension
  4. A comparison of ML, WLSMV and Bayesian methods for multilevel structural equation models in small samples: A simulation study
  5. Semantic Parsing for Knowledge Graph Question Answering with Large Language Models
  6. Enhancing the Building Information Modeling Lifecycle of Complex Structures with IoT
  7. Teachers’ use of data from digital learning platforms for instructional design
  8. Control versus Complexity
  9. Control of an Electromagnetic Linear Actuator Using Flatness Property and Systems Inversion
  10. Comparing the performance of computational estimation methods for physicochemical properties of dimethylsiloxanes and selected siloxanols
  11. A tutorial introduction to adaptive fractal analysis
  12. Mathematics in Robot Control for Theoretical and Applied Problems
  13. Dynamically changing sequencing rules with reinforcement learning in a job shop system with stochastic influences
  14. Challenges in detecting proximal effects of existential threat on lie detection accuracy
  15. Machine Learning and Knowledge Discovery in Databases
  16. Soft Optimal Computing Methods to Identify Surface Roughness in Manufacturing Using a Monotonic Regressor
  17. A sensor fault detection scheme as a functional safety feature for DC-DC converters
  18. Long-term memory predictors of adult language learning at the interface between syntactic form and meaning
  19. Visualization of the Plasma Frequency by means of a Particle Simulation using a Normalized Periodic Model
  20. Evaluating structural and compositional canopy characteristics to predict the light-demand signature of the forest understorey in mixed, semi-natural temperate forests
  21. Simple saturated relay non-linear PD control for uncertain motion systems with friction and actuator constraint
  22. Nonlinear PD fault-tolerant control for dynamic positioning of ships with actuator constraints
  23. On the origin of passive rotation in rotational joints, and how to calculate it
  24. Kalman Filter for Predictive Maintenance and Anomaly Detection
  25. A Switching Cascade Sliding PID-PID Controllers Combined with a Feedforward and an MPC for an Actuator in Camless Internal Combustion Engines
  26. Dynamic Lot Size Optimization with Reinforcement Learning
  27. Comparison of different FEM codes approach for extrusion process analysis
  28. Robust decoupling through algebraic output feedback in manipulation systems