Self-tuning stochastic resonance energy harvesting for rotating systems under modulated noise and its application to smart tires

被引:54
作者
Kim, Hongjip [1 ]
Tai, Wei Che [2 ]
Parker, Jason [1 ]
Zuo, Lei [1 ]
机构
[1] Virginia Tech, Dept Mech Engn, Blacksburg, VA 24060 USA
[2] Michigan State Univ, Dept Mech Engn, E Lansing, MI 48823 USA
基金
美国国家科学基金会;
关键词
Energy harvesting; Modulated noise; Self-tuning stochastic resonance; ELECTRICAL CAPACITANCE CHANGE; PERFORMANCE; VIBRATION; MECHANISM; FORCES;
D O I
10.1016/j.ymssp.2018.12.040
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Energy harvesting from rotating system has been an influential topic for researchers over the past several years. In this paper, we propose an energy harvester for rotating systems under modulated noise excitations by taking advantage of self-tuning stochastic resonance with particular application to power smart tires. Compared to existing tire energy harvesters, it has larger power output and wider bandwidth. The former is achieved by stochastic resonance while the latter is by passively tuning the stochastic resonance frequency to track the time varying rotating speeds of the tire via a centrifugal stiffening effect; thus, the harvester maintains optimal power generation over a wide range of vehicle speed. It is an electromagnetic energy harvester consisting of an inward oriented rotating beam subjected to centrifugal force induced buckling. The compressive centrifugal force induces bistability to the harvester. The equation of motion is derived to investigate the effect of self-tuning. The tuning performance is verified by analysis of Kramers rate and signal-to-noise ratio (SNR). Numerical simulation is conducted to simulate the harvested power in a passenger car tire at different driving speeds. Maximum power of 45 mW is achieved in the simulation. The half-power bandwidth of the harvester is around 52-111 km/h (32 mph-70 mph), which corresponds to a typical speed range for a car in general roads and highways. To validate the simulation results, experiment is conducted. A rotating platform is built to mimic the tire rotation. Experiment results show good agreement with the numerical simulation with around 10% of errors, which proves the feasibility of the proposed harvester. A frequency sweep test also shows that the harvester works well in frequency-varying environments which are close to real driving conditions. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:769 / 785
页数:17
相关论文
共 44 条
[1]   THE MECHANISM OF STOCHASTIC RESONANCE [J].
BENZI, R ;
SUTERA, A ;
VULPIANI, A .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1981, 14 (11) :L453-L457
[2]   Energy Harvesting Technologies for Tire Pressure Monitoring Systems [J].
Bowen, C. R. ;
Arafa, M. H. .
ADVANCED ENERGY MATERIALS, 2015, 5 (07)
[3]   Measurement of contact forces and patch features by means of accelerometers fixed inside the tire to improve future car active control [J].
Braghin, F. ;
Brusarosco, M. ;
Cheli, F. ;
Cigada, A. ;
Manzoni, S. ;
Mancosu, F. .
VEHICLE SYSTEM DYNAMICS, 2006, 44 :3-13
[4]   NONLINEAR-ANALYSIS OF THE BUCKLING AND VIBRATION OF A ROTATING ELASTICUM [J].
BRONS, M ;
KLIEM, W .
INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES, 1994, 36 (07) :673-681
[5]   On the impact of 'smart tyres' on existing ABS/EBD control systems [J].
Cheli, Federico ;
Leo, Elisbetta ;
Melzi, Stefano ;
Sabbioni, Edoardo .
VEHICLE SYSTEM DYNAMICS, 2010, 48 :255-270
[6]   On the Role of Nonlinearities in Vibratory Energy Harvesting: A Critical Review and Discussion [J].
Daqaq, Mohammed F. ;
Masana, Ravindra ;
Erturk, Alper ;
Quinn, D. Dane .
APPLIED MECHANICS REVIEWS, 2014, 66 (04)
[7]   Stochastic resonance [J].
Gammaitoni, L ;
Hanggi, P ;
Jung, P ;
Marchesoni, F .
REVIEWS OF MODERN PHYSICS, 1998, 70 (01) :223-287
[8]  
Gobbi M., 2009, International Journal of Vehicle Autonomous Systems, V7, P221, DOI 10.1504/IJVAS.2009.033262
[9]   Improving the active safety of road vehicles by sensing forces and moments at the wheels [J].
Gobbi, Massimiliano ;
Botero, Juan C. ;
Mastinu, Giampiero .
VEHICLE SYSTEM DYNAMICS, 2008, 46 :957-968
[10]   BIFURCATION AND STABILITY ANALYSIS OF A ROTATING BEAM [J].
GROSS, P ;
GURGOZE, M ;
KLIEM, W .
QUARTERLY OF APPLIED MATHEMATICS, 1993, 51 (04) :701-711