Application of vibration response for the nondestructive ripeness evaluation of watermelons.

The assessment of watermelon ripeness on the basis of its apparent properties, such as size or skin colour, is very difficult as traditional methods have various problems and limitations. These include lack of uniformity, concentration of excitation energy within narrow bands and need for physical contact between a fruit and the measuring device. In this study a new method making use of Laser Doppler Vibrometry technology (LDV) has been applied to evaluate the ripeness of watermelons, without many of those limitations. At first a watermelon is excited by a shaker as vibration generating device within a range of frequencies. At the same time, the vibrating response of the upper side of the fruit is measured by LDV. The device emits a laser beam on a spot above the sample. The beam reflected from that point is received by the LDV and finally the vibration response of the sample is measured and the signal is sent to the computer. Using a fast fourier transform algorithm and the ratio of input to response signals, the frequency response of the fruit sample was processed and the desired results extracted. After the nondestructive tests were completed, the watermelon ripeness was evaluated by means of a destructive method. The sugar and firmness of the samples were measured as ripeness indices. In this study four modal properties were derived and used for developing predictive models to relate the vibration response results with the watermelon sugar and firmness. Interaction models by including the fruit mass were found more accurate than other common multiple models. The nonlinear regression model has five variables as sample mass, first and second resonant frequency and also damping ratios of them. For this model the coefficients of determination and the mean square error for the estimation of the fruit sugar were 0.9 and 0.79 respectively. For the estimation of the fruit firmness, they were 0.89 and 0.035. This study demonstrated feasibility of information which is derived from vibration response curves for predicting fruit ripeness. The vibration response of watermelon using the LDV method is measured without direct contact of the device with watermelon; it is accurate and timely, which could result in significant advantage for the commercial-scale classifying of watermelons based on consumer demands.

[1]  Kaveh Mollazade,et al.  Integrating Fuzzy Data Mining and Impulse Acoustic Techniques for Almond Nuts Sorting , 2010 .

[2]  Naoki Sakurai,et al.  Evaluation of the Internal Quality of Agricultural Products using Acoustic Vibration Techniques , 2010 .

[3]  岩谷 真一郎,et al.  新しいパラメーター「シャープネス指標」によるカキの肉質評価 , 2005 .

[4]  Donald J. Nevins,et al.  Evaluation of fruit tissue texture and internal disorders by laser Doppler detection , 1999 .

[5]  N. Muramatsu,et al.  Nondestructive Measurement of Kiwifruit Ripeness Using a Laser Doppler Vibrometer , 2001 .

[6]  Donald J. Nevins,et al.  Critical Comparison of an Accelerometer and a Laser Doppler Vibrometer for Measuring Fruit Firmness , 1997 .

[7]  Margarita Ruiz-Altisent,et al.  Detection of Internal Quality in Seedless Watermelon by Acoustic Impulse Response , 2004 .

[8]  秀樹 村山,et al.  レーザードップラー法によるセイヨウナシ‘ラ・フランス’果実熟度の非破壊測定 , 2006 .

[9]  Paul R. Armstrong,et al.  Watermelon Maturity Determination in the Field Using Acoustic Impulse Impedance Techniques , 1996 .

[10]  Mitsuru Taniwaki,et al.  Determination of optimum ripeness for edibility of postharvest melons using nondestructive vibration , 2009 .

[11]  N. Muramatsu,et al.  Remote Sensing of Fruit Textural Changes with a Laser Doppler Vibrometer , 2000 .

[12]  Mitsuru Taniwaki,et al.  Non-destructive determination of the optimum eating ripeness of pears and their texture measurements using acoustical vibration techniques , 2009 .

[13]  Mitsuru Taniwaki,et al.  Postharvest quality evaluation of "Fuyu" and "Taishuu" persimmons using a nondestructive vibrational method and an acoustic vibration technique. , 2009 .

[14]  Ying Yibin,et al.  Inspection of watermelon maturity by testing transmitting velocity of acoustic wave , 2006 .

[15]  Hiromichi Yamamoto,et al.  Acoustic impulse response method for measuring natural frequency of intact fruits and preliminary applications to internal quality evaluation of apples and watermelons. , 1980 .

[16]  桜井 直樹,et al.  Evaluation of 'Fuyu' Persimmon Texture by a New Parameter, "Sharpness index" , 2005 .

[17]  Xiuqin Rao,et al.  Determination of acoustic vibration in watermelon by finite element modeling , 2004, SPIE Optics East.

[18]  Paul R. Armstrong,et al.  NONDESTRUCTIVE ACOUSTIC AND COMPRESSION MEASUREMENTS OF WATERMELON FOR INTERNAL DAMAGE DETECTION , 1997 .

[19]  桜井 直樹,et al.  Nondestructive Method for Measuring Fruit Ripening of 'La France' Pears Using a Laser Doppler Vibrometer , 2006 .