Behaviour Prediction Framework in System Architecture Development

Osman, Krešimir and Štorga, Mario and Stanković, Tino and Marjanović, Dorian (2012) Behaviour Prediction Framework in System Architecture Development. = Behaviour Prediction Framework in System Architecture Development. In: 1st International Conference on Uncertainty in Mechanical Engineering (ICUME 2011), 14-15.11.2011., Darmstadt, Njemačka.

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This paper proposes a Behaviour Prediction Framework with an objective to help designers tackling the problem of uncertainty emerging from system architecture and the effects of the uncertain operating conditions. The proposed framework combines structural and dynamic system model. The Design Structure Matrix is applied to model structural arrangements and dependencies between the subsystems. The Model Predictive Control is applied to model the system in discrete and continuous dynamic domains. As the result of the proposed framework, stability analysis of subsystems in interaction become possible and feedback on system architecture could be provided. To test validity of the proposed approach, the test case involving climate chamber with heat regeneration is presented.

Item Type: Conference or Workshop Item (Lecture)
Keywords (Croatian): behaviour prediction framework, structural complexity management, model predictive control, managing uncertainty
Subjects: TECHNICAL SCIENCE > Mechanical Engineering
Divisions: 100 Department of Design > 110 Chair of Design
100 Department of Design
Indexed in Web of Science: No
Indexed in Current Contents: No
Date Deposited: 15 Apr 2016 10:32
Last Modified: 29 Sep 2016 14:02

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