Hamiltonian direct differentiation and adjoint approaches for multibody system sensitivity analysis

Paweł Maciąg , Paweł Malczyk , Janusz Frączek

Abstract

n/a
Author Paweł Maciąg (FPAE / IAAM)
Paweł Maciąg,,
- The Institute of Aeronautics and Applied Mechanics
, Paweł Malczyk (FPAE / IAAM)
Paweł Malczyk,,
- The Institute of Aeronautics and Applied Mechanics
, Janusz Frączek (FPAE / IAAM)
Janusz Frączek,,
- The Institute of Aeronautics and Applied Mechanics
Journal seriesInternational Journal for Numerical Methods in Engineering, ISSN 0029-5981, e-ISSN 1097-0207
Issue year2020
Keywords in original languageAdjoint method, direct differentiation method, optimization, multibody dynamics, optimal control
ASJC Classification2200 General Engineering; 2604 Applied Mathematics; 2612 Numerical Analysis
Abstract in original languageThe design of multibody systems involves high fidelity and reliable techniques and formulations that should help the analyst to make reasonable decisions. Given that constrained equations of motion for the simplest of multibody systems are highly nonlinear, determining the sensitivity terms is a computationally intensive and complex process that requires the application of special procedures. In this paper, two novel Hamiltonian-based approaches are presented for efficient sensitivity analysis of general multibody systems. The developed direct differentiation and the adjoint methods are based on constrained Hamilton’s canonical equations of motion. This formulation provides solutions, which are more stable as compared to the results of direct integration of equations of motion expressed in terms of accelerations due to a reduced differential index of the underlying system of differential-algebraic equations and explicit constraint imposition at the velocity level. The proposed Hamiltonian based methods are both capable of calculating the sensitivity derivatives and keeping the growth of constraint violation errors at a reasonable rate. The Hamiltonian-based procedures derived herein appear to be good alternatives to existing methods for sensitivity analysis of general multibody systems.
DOIDOI:10.1002/nme.6512
Languageen angielski
Score (nominal)200
Score sourcejournalList
ScoreMinisterial score = 200.0, 07-09-2020, ArticleFromJournal
Publication indicators WoS Citations = 0; Scopus SNIP (Source Normalised Impact per Paper): 2018 = 1.565; WoS Impact Factor: 2018 = 2.746 (2) - 2018=2.917 (5)
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