Bio-inspired heuristics for layer thickness optimization in multilayer piezoelectric transducer for broadband structures

被引:35
|
作者
Zameer, Aneela [1 ]
Majeed, Mohsin [2 ]
Mirza, Sikander M. [3 ]
Raja, Muhammad Asif Zahoor [4 ]
Khan, Asifullah [1 ]
Mirza, Nasir M. [3 ]
机构
[1] Pakistan Inst Engn & Appl Sci PIEAS, Dept Comp & Informat Sci, Islamabad 45650, Pakistan
[2] Pakistan Inst Engn & Appl Sci PIEAS, Dept Nucl Engn, Islamabad 45650, Pakistan
[3] Pakistan Inst Engn & Appl Sci PIEAS, Dept Phys & Appl Math, Islamabad 45650, Pakistan
[4] COMSATs Inst Informat Technol, Dept Elect Engn, Attock Campus, Attock, Pakistan
关键词
Genetic algorithms; Piezo-ceramic transducer; SONAR; Piezo-composites; Single crystal; Optimization; GENETIC ALGORITHM; COMPOSITE TRANSDUCERS; COMPUTING APPROACH; DESIGN; REDUCTION;
D O I
10.1007/s00500-017-3002-z
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Recently, enhancement of sensitivity of multilayered piezoelectric transducer and reduction in electrical impedance has gained importance due to development of stacked active element designs. This work presents mathematical optimization of layer thicknesses for broadband structures using piezo-composite with ceramic and single crystal as active material for underwater SONAR. The proposed technique employs bio-inspired heuristics-based genetic algorithms by invoking one-dimensional thickness model. Initially, optimization has been performed for monolithic materials in the stack for various acoustic media, and then, the results were validated by comparing with the published data. In the proposed scheme, optimization is carried out for two-phase 1-3 piezo-composite stacks with same active elements for better mechanical output and broadband structure while preserving the minima among first three harmonics under -3 and -6dB from the peaks in the frequency spectrum. The results show that the optimized single-crystal-based transducers have higher mechanical output and lower electrical impedance than their counterparts using piezo-ceramic in single-and two-phase materials. [GRAPHICS] .
引用
收藏
页码:3449 / 3463
页数:15
相关论文
共 50 条
  • [1] Bio-inspired heuristics for layer thickness optimization in multilayer piezoelectric transducer for broadband structures
    Aneela Zameer
    Mohsin Majeed
    Sikander M. Mirza
    Muhammad Asif Zahoor Raja
    Asifullah Khan
    Nasir M. Mirza
    Soft Computing, 2019, 23 : 3449 - 3463
  • [2] Image Enhancement by Multiobjective Optimization and Bio-inspired Heuristics
    Bejinariu, Silviu-Ioan
    Costin, Hariton
    Rotaru, Florin
    Luca, Ramona
    Nita, Cristina
    Costin, Diana
    2017 IEEE INTERNATIONAL CONFERENCE ON E-HEALTH AND BIOENGINEERING CONFERENCE (EHB), 2017, : 442 - 445
  • [3] Bio-inspired Optimization of Thermomechanical Structures
    Szczepanik, Miroslaw
    Poteralski, Arkadiusz
    Dlugosz, Adam
    Kus, Waclaw
    Burczynski, Tadeusz
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, PT II, 2013, 7895 : 79 - 90
  • [4] DESIGN OF BIO-INSPIRED MOBILE ROBOT USING PIEZOELECTRIC TRANSDUCER AS DRIVES
    Jovanova, Jovana
    Dobrivojevski, Filip
    Dimoska, Martina
    PROCEEDINGS OF THE ASME CONFERENCE ON SMART MATERIALS, ADAPTIVE STRUCTURES AND INTELLIGENT SYSTEMS, 2017, VOL 1, 2017,
  • [5] Multiple band antenna optimization using heuristics and bio-inspired optimization algorithms
    Sanchez-Montero, R.
    Lopez-Espi, P. L.
    Cruz-Rodriguez, A. C.
    Rigelsford, J. M.
    2012 LOUGHBOROUGH ANTENNAS & PROPAGATION CONFERENCE (LAPC), 2012,
  • [6] Optimization of Composite Structures Using Bio-inspired Methods
    Poteralski, Arkadiusz
    Szczepanik, Miroslaw
    Beluch, Witold
    Burczynski, Tadeusz
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2014, PT II, 2014, 8468 : 385 - 395
  • [7] Bio-Inspired Autonomic Structures
    Shoureshi, Rahmat A.
    Lim, Sun W.
    EMBODING INTELLIGENCE IN STRUCTURES AND INTEGRATED SYSTEMS, 2009, 56 : 32 - 44
  • [8] Bio-inspired bi-stable piezoelectric harvester for broadband vibration energy harvesting
    Qian, Feng
    Hajj, Muhammad R.
    Zuo, Lei
    ENERGY CONVERSION AND MANAGEMENT, 2020, 222
  • [9] Guest Editorial: Advances in Bio-inspired Heuristics for Computing
    Zhao, Xinchao
    Gong, Maoguo
    Zuo, Xingquan
    Pan, Linqiang
    CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY, 2019, 4 (03) : 127 - 128
  • [10] Multilayer perceptrons for bio-inspired friction estimation
    Herrera, Rosana Matuk
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING - ICAISC 2008, PROCEEDINGS, 2008, 5097 : 828 - 838