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Keywords: genetic algorithms
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Journal Articles
Article Type: Research Papers
J. Vib. Acoust. April 2012, 134(2): 021005.
Published Online: January 18, 2012
..., the generalized decoupling technique and plane wave theory used to solve the coupled acoustical problem of perforated mufflers with/without sound absorbing material are presented. The four-pole system matrix used to evaluate acoustic performance is also introduced in conjunction with a genetic algorithm (GA...
Journal Articles
Article Type: Research Papers
J. Vib. Acoust. April 2010, 132(2): 021001.
Published Online: March 15, 2010
... material treatments by means of an auxiliary mass and stiffness matrix, which was added to the baseline modal base; using this procedure, the required time for the simulation of each damping material layout configuration is reduced to a few minutes, allowing to exploit the genetic algorithm capability...
Journal Articles
Article Type: Research Papers
J. Vib. Acoust. February 2009, 131(1): 011002.
Published Online: December 29, 2008
... features using genetic algorithm for the diagnosis of a rotating machinery to prove the validity of this approach. Experimental results indicate that both diagnosis accuracy and robustness of diagnosis system can be improved by integrating different diagnosis methods and/or fault features. It is therefore...
Journal Articles
Article Type: Research Papers
J. Vib. Acoust. October 2008, 130(5): 051007.
Published Online: August 14, 2008
... classifier parameters are optimized using a genetic algorithm. To reduce the computation cost, decrease the size, and enhance the reliability of the ANN, only the predominant wavelet transform scales are selected for features’ extraction. The results for both real and simulated bearing vibration data show...
Journal Articles
Article Type: Technical Briefs
J. Vib. Acoust. June 2008, 130(3): 034501.
Published Online: April 3, 2008
... are, respectively, input into six classifiers based on adaptive neurofuzzy inference system (ANFIS), and genetic algorithm is employed to combine the outputs of the six ANFISs and to attain the final diagnosis result. The diagnosis results of the compound faults of the locomotive roller bearings verify...
Journal Articles
Article Type: Technical Papers
J. Vib. Acoust. October 2004, 126(4): 553–560.
Published Online: December 21, 2004
... to achieve this purpose without sacrificing the array efficiency, the genetic algorithm (GA) is employed in the design stage to calculate the optimal array coefficients. The GA proved to be an effective technique in searching for the array coefficients that maximize the efficiency with desired flatness...
Journal Articles
Article Type: Technical Papers
J. Vib. Acoust. July 2004, 126(3): 359–369.
Published Online: July 30, 2004
.... The genetic algorithm (GA) and the Taguchi method are employed to achieve optimal designs with low fundamental frequency and high acoustic output. The designs resulting from the optimization are then implemented and evaluated by experiments. These experiments were carried out on the basis of quantitative...
Journal Articles
Article Type: Technical Briefs
J. Vib. Acoust. January 2002, 124(1): 154–157.
Published Online: August 1, 2001
... function which exhibits alternating poles and zeros, as for systems with collocated actuators and sensors; the search procedure uses a genetic algorithm. The ability of a simple lead compensator to control this SISO system is numerically demonstrated. Contributed by the Technical Committee...
Journal Articles
Article Type: Technical Papers
J. Vib. Acoust. October 2001, 123(4): 466–471.
Published Online: May 1, 2001
... of the structure. A comparison of optimization strategies led to the use of a genetic algorithm to determine the optimal transducer locations, sizes, and orientations required to provide effective flutter control based upon an open-loop performance metric. The genetic algorithm and performance metric essentially...
Journal Articles
Article Type: Technical Papers
J. Vib. Acoust. October 2001, 123(4): 480–486.
Published Online: March 1, 2001
...Niccolo` Baldanzini; Davide Caprioli; Marco Pierini This work presents an innovative approach to dynamic design that has the significant advantage of allowing the dynamic requirements to be specified from the earliest design stage. The method applies genetic algorithms to optimize the dynamic...
Journal Articles
Article Type: Technical Briefs
J. Vib. Acoust. July 2001, 123(3): 398–401.
Published Online: March 1, 2001
...Byeong-Keun Choi; Bo-Suk Yang In this paper, the new combined algorithm (Immune-Genetic Algorithm, IGA) is applied to minimize the total weight of the shaft and the resonance response (Q factor), and to yield the critical speeds as far from the operating speed as possible. These factors play very...
Journal Articles
Article Type: Technical Papers
J. Vib. Acoust. April 2001, 123(2): 269–275.
Published Online: October 1, 2000
... modes of the table in the frequency range up to 200 Hz by employing a proposed Virtual Tuned-Mass Damper control strategy, which is a type of the pole assignment method. In this approach, the pole locations are chosen by a genetic algorithm. For ambient microvibration of the floor around 0.5 cm/s 2...