Optimal regulation for dynamic hybrid systems based on dynamic programming in the case of an intelligent vehicle drive assistant

Publikation: Beiträge in ZeitschriftenZeitschriftenaufsätzeForschungbegutachtet

Authors

This contribution proposes an application of an optimisation algorithm to be implemented in an intelligent drive assistant. A vehicle dynamic model is introduced and after the characterisation of its considered nonlinearities some elements of the background concerning “Dynamic Programming” are given together with the proposed algorithm. A two-point boundary value optimization problem in term of velocity is proposed with its solution using the well-known “Dynamic Programming” method. The novelties of this approach consists of a technique which leads to a global optimum. In fact, this technique searches throughout the whole state-space for it. Because of the nonlinearity of the considered problem, using numerical methods seems to be the only way solving it. Using “Dynamic programming” such kind of a complex problem is solved by dividing it into a collection of simpler subproblems. At the end, an optimal feedback controller for the angular position of the throttle valve of the engine is proposed. Simulation results are discussed together with possible application aspects such as “Curse of Dimensionality” and an explicit analysis concerning the calculation effort.

OriginalspracheEnglisch
ZeitschriftIFAC-PapersOnLine
Jahrgang49
Ausgabenummer15
Seiten (von - bis)169-174
Anzahl der Seiten6
ISSN2405-8971
DOIs
PublikationsstatusErschienen - 2016

DOI

Zuletzt angesehen

Publikationen

  1. The effects of different on-line adaptive response time limits on speed and amount of learning in computer assisted instruction and intelligent tutoring
  2. The relationship between long-term memory ability and instructed second language learning
  3. Participatory modeling of institutional dynamics
  4. Influence of three different unstable shoe constructions on EMG-activity during treadmill walking
  5. Europe and the media: Changing structures in a changing context
  6. A Genetic Algorithm for the Dynamic Management of Cellular Reconfigurable Manufacturing Systems
  7. Application of friction surfacing for solid state additive manufacturing of cylindrical shell structures
  8. The Open Anchoring Quest Dataset: Anchored Estimates from 96 Studies on Anchoring Effects
  9. Methane yield of biomass from extensive grassland is affected by compositional changes induced by order of arrival
  10. Improvements and future challenges for the research infrastructure in the field firm level data
  11. An Extended Kalman Filter as an Observer in a Control Structure for Health Monitoring of a Metal-Polymer Hybrid Soft Actuator
  12. Introduction to Philosophy of Management
  13. Impacts beyond experimentation - Conceptualising emergent impacts from long-term real-world laboratory processes
  14. Dimensions of digital transformation in the context of modern agriculture
  15. An InfoSpace Paradigm for Local and ad hoc Peer-to-Peer Communication
  16. Developing pragmatic competence using EFL textbooks: Focus on requests
  17. The multi-criteria effectiveness evaluation of the robotic group based on 3D real-time vision system
  18. art thinking doing art: Artistic Practices in Educational Contexts from 1900 to Today
  19. Patients' experiences in a guided Internet- and App-based stress intervention for college students
  20. Group membership does not modulate automatic imitation
  21. § 176
  22. Law-making in complex processes
  23. Simplify the Uptake of Community Energy by Leveraging Intermediaries and the Use of Digital Planning Tools
  24. Measurement Estimation Skills and Strategies of Lower Grade Students
  25. B7-H1 restricts neuroantigen-specific T cell responses and confines inflammatory CNS damage: implications for the lesion pathogenesis of multiple sclerosis.
  26. Algorithmic Catastrophe - the Revenge of Contingency
  27. Lernwerkstatt
  28. Homogenization for a non-local coupling model
  29. Peacekeeping Operations in Outer Space
  30. Using structure biodegradability relationships for environmentally benign design of organosilicons – An experimental comparison of organosilicons and their carbon analogues
  31. Simulation of composite hot extrusion with high reinforcing Volumes
  32. Lexsyg smart - A luminescence detection system for dosimetry, material research and dating application
  33. Multinational enterprise and economic analysis, 2nd edition.
  34. Toward comparative institutional analysis of polycentric social-ecological systems governance