GCRIS

Now showing 1 - 2 of 2

The Use of Nonextensive Framework in Connection With Traffic Flow
(Izmir Institute of Technology, 2015) Koşun, Çağlar; Özdemir, Serhan; Çelik, Hüseyin Murat
In the analysis of vehicular traffic flow, numerous techniques are utilized in the literature. In this thesis, distinct from the literature, to reveal the complexity of the traffic flow and its connection with the urban and traffic factors, nonextensive thermostatistics is implemented. In real systems, e.g. vehicular traffic flow, the probability distributions would become q-Gaussian and thus the use of nonextensive thermostatistics would be relevant. This approach allows a statistical interpretation to handle the given traffic flow problem. In this thesis, highway traffic flow modeling is in question in the nonextensive framework and two case studies are presented. First is related with lane changing and driver behavior, and the other is related with the superstatistics and traffic flow. In the first case study, scenario-based vehicular interactions are examined and driver behaviors are extracted by virtue of given entropy approaches. Given the configurations, Tsallis entropy approach characterizes safe driving behavior, whereas Boltzmann-Gibbs one describes unsafe driving. In the second case, vehicle speeds on the selected highway are analyzed through superstatistics theory. Two distinct q values are computed as 1.3 and 1.8 out of q-Gaussian and beta parameter distributions, respectively. The q value of 1.3 represents the highway segment with a certain flow, while the q value of 1.8 specifies the history of the traffic flow. As a result, it is revealed that the real vehicular traffic flow would involve the nonadditivity, which mainly stems from vehicular interactions as well as the urban and traffic planning decisions.
Control of Dynamics System Behaviour by Magnetorheological and Varible Orifice Dampers
(Izmir Institute of Technology, 2013) Kınay, Gökçe; Özdemir, Serhan
Passive and semi-active control devices are widely utilized for response reduction in civil engineering structures subjected to strong earthquakes. These devices absorb energy from the system. They do not add energy into the system being controlled. Therefore, the system stays stable in the sense of bounded-input-bounded-output stability. In the current study, semi-actively controlled devices were investigated: magnetorheological dampers (MRDs) and variable orifice dampers (VODs). Various control schemes were applied to control the seismic response of a three-storey model structure. Some of these control systems were composed of MRDs applied to the bare model structure. Some of them consisted of hybrid application of MRD or VOD to the seismic isolated model structure. The hybrid control, which consisted of passive and semi-active controllers, was studied in order to benefit from advantages of both strategies and to compensate for their weak properties. In the simulations, different controllers were designed depending on the linear quadratic regulator (LQR), sliding mode control, H2/LQG, fuzzy logic, and linear quadratic Gaussian (LQG). The effectiveness of the control algorithms and the usefulness of semi-active dampers for response reduction were demonstrated through various numerical examples. Kalman-Bucy filter was designed due to the necessity of an observer in real-world applications with state feedback control. Additional damping at the base level reduced the base velocity directly and decreased the base displacement indirectly at the expense of larger drifts and floor accelerations of the superstructure. The study has shown that the hybrid control system can prevent or significantly reduce structural damage during a seismic event even in case of a frequency overlap of excitation and system. Additionally, vibration response of a truck seat was controlled by three different passive dampers and the MRD. The passive dampers could effectively reduce the oscillations of the truck seat. On the other hand, the capacity of the RD-1005-3 MRD was excessive for the suspension system of the current truck seat.

Phd Degree / Doktora

Browse

Filters

Settings

Sort By

Results per page

Search Results