Journal of Nanomaterials

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Advanced Green Energy Nanomaterials for Optoelectronic Devices: Synthesis, Processing, Characterization, and Applications

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Research Article | Open Access

Volume 2016 |Article ID 8243605 |

Feng-Min Lai, Chang-Yi Peng, "Thermal Stresses Analysis and Optimized TTP Processes to Achieved CNT-Based Diaphragm for Thin Panel Speakers", Journal of Nanomaterials, vol. 2016, Article ID 8243605, 10 pages, 2016.

Thermal Stresses Analysis and Optimized TTP Processes to Achieved CNT-Based Diaphragm for Thin Panel Speakers

Academic Editor: Ying-Lung D. Ho
Received06 Mar 2016
Accepted07 Jun 2016
Published18 Jul 2016


Industrial companies popularly used the powder coating, classing, and thermal transfer printing (TTP) technique to avoid oxidation on the metallic surface and stiffened speaker diaphragm. This study developed a TTP technique to fabricate a carbon nanotubes (CNTs) stiffened speaker diaphragm for thin panel speaker. The self-developed TTP stiffening technique did not require a high curing temperature that decreased the mechanical property of CNTs. In addition to increasing the stiffness of diaphragm substrate, this technique alleviated the middle and high frequency attenuation associated with the smoothing sound pressure curve of thin panel speaker. The advantage of TTP technique is less harmful to the ecology, but it causes thermal residual stresses and some unstable connections between printed plates. Thus, this study used the numerical analysis software (ANSYS) to analyze the stress and thermal of work piece which have not delaminated problems in transfer interface. The Taguchi quality engineering method was applied to identify the optimal manufacturing parameters. Finally, the optimal manufacturing parameters were employed to fabricate a CNT-based diaphragm, which was then assembled onto a speaker. The result indicated that the CNT-based diaphragm improved the sound pressure curve smoothness of the speaker, which produced a minimum high frequency dip difference (ΔdB) value.

1. Introduction

The thermal transfer printing (TTP) technique is coating materials to combine on the metallic surface in high thermal environment. This study explores thermal stresses analysis of coating, to make the coating boundary have a good combination, especially. The research of thermal conduction in composite materials is various in the recent years. Ozisik indicated that the composite structures are formed by two or more plates; the connection between any two plates tends to have the problem of thermal resistance [1]. Previous studies have reported that the magnitude and distribution of thermal residual stress can be adjusted by selecting the appropriate material combination and controlling the compositional gradient. Shaw used the multilayer composite plates with different materials to form the elastic module and coating them on different plates and found that different coating thicknesses will influence the characteristics of thermal residual stresses [2]. Özel et al. used the finite elèment method (FEM) to simulate various ceramic materials, which are analyzed by their thermal stresses under the very high temperature [3].

Current technological products, including speakers, are mostly lightweight. Speakers have become an integral part of people’s everyday life and are prevalently applied in a variety of products such as television, computers, tablet computers, and mobile phones. To fulfill market demands and customer needs for thinner panel speakers with excellent sound quality, problems concerning middle and high frequency attenuation in thin panel speakers must be resolved. The diaphragm in thin panel speaker is the key component of a speaker. The mechanical property of a diaphragm directly influences crucial acoustic characteristics of the speaker (including the sound pressure level (SPL) and frequency range).

Typically, the major material of the diaphragm is coarse paper. However, the lack of stiffness produces unclear sound at middle and high frequency. Therefore, polyethylene naphthalate (PEN) pasted on coarse paper or Al foil pasted on form materials has been studied to enhance the stiffness. However, poor adhesion and overweight problem occur and limit their application. It is reported that using CNTs as an additive can enhance the mechanical property of resin [46]. Compared with regular polymer, CNTs have lower expansion coefficient, which reduces the residual stress in laminated polymer composites. In addition, CNTs have favorable strength and stiffness and are capable of changing material properties such as electrical and thermal conductivity. However, past studies also have observed that mixing high-concentration CNTs with epoxy lowers the mechanical strength of the epoxy, which is primarily attributable to the aggregation of the CNTs and the formation of hollow pores in the epoxy [7, 8]. Regardless, the composite coating containing CNTs and epoxy has not been studied for using as the diaphragm in thin panel speaker.

In this study, we self-developed a TTP technique to prepare the diaphragm in thin panel speaker. TTP is a manufacture through which coatings are bonded to the surface of a transfer material at temperature from 80°C to 120°C [9]. The composite paste of CNTs and epoxy was first roller-pressed onto a polyethylene naphthalate (PEN) substrate to reinforce the PEN, after which the backside of the PEN was coated with hot melt adhesive (HMA). The fabricated TTP paper (CNTs+epoxy/PEN/HMA) was cut into adequate size and shape. Next, a TTP machine was used to locally or fully press TTP paper onto a coarse paper to manufacture a stiffened speaker diaphragm. Bian and Zhao reported that Young’s moduli of CNTs decrease when the temperature of the environment exceeds 200°C [10]. In our study, the proposed TTP stiffening technique does not require a high curing temperature that decreases the mechanical property of CNTs, and the TTP technique can stiffen a localized area on a diaphragm substrate, thus increasing diaphragm stiffness without markedly raising diaphragm weight; hence, the inherent strength of CNTs was preserved. The resulting CNT-based diaphragm exhibited increased stiffness, which improved the bandwidth and sound quality of the speaker, thereby markedly improving the overall smoothness of the sound curve. Simultaneously, the weight was reduced and the adhesion was also improved while using the CNT-based diaphragm. Besides, in this study, the Taguchi quality engineering method [11, 12] was used to minimize the number of experimental trials. The paper is relationship among the manufacturing parameters including stiffening pattern, coating direction, transfer area, and transfer temperature of CNT-based diaphragm which have also been therefore investigated.

2. Analysis and Experimental Procedure

2.1. Analysis on ANSYS

The finite element method (FEM) is used in this study by the assistance of ANSYS PLANE-42 element (Figure 1). PLANE-42 element is used for 2D modeling for solid structures [13]. The element can be used either as a plane element or as an axisymmetric element. The element has plasticity, creep, swelling, stress stiffening, large deflection, and large strain capabilities. The following steps are used to construct our model.

Step 1. Build the solid structure and the finite element model.

Step 2. Apply loads and obtain the solution.

Step 3. Review the stresses.

Step 4. Perform a design for optimization analysis.

Eventually, PLANE-42 element is applying the 2D module to approximate the 3D module. It can effectively reduce the computation time and accurately analyze the stress values. The element is defined by four nodes having two degrees of freedom at each node and is translated in the nodal x and y directions. We can use these data to compute the shift, stress, and angles.

This study assumes that the stress is maximized along -axis. First the element type and the property of material are defined to establish the finite element model. Second, the necessary boundary conditions are given and the stresses are resolved. Third, is maximized for the nodes, which are generated along the interface of the metallic material (base) and the coating material (coating). Finally, the study used ANSYS to analyzed the stress results for CNT-based diaphragm.

2.2. Fabrication of TTP Paper and CNT-Based Diaphragm

In this study, a PEN membrane was used as the substrate for fabricating TTP paper. The front and back of the PEN were, respectively, coated with CNT/epoxy and HMA to form the TTP paper. The fabricated TTP paper was then thermally transferred and printed onto a coarse paper to form a diaphragm. Subsequently, the effect of diaphragm fabrication on sound pressure curve smoothness was investigated, and Taguchi quality engineering method was applied to identify the optimal manufacturing parameters.

A PEN membrane was used as the substrate for fabricating TTP paper. We first mixed 2~3 wt% CNTs (CF182C, Advanced Nanopower Inc.) and epoxy (P859-1, Hong Guan R&D Co.) as the CNTs/epoxy composite paste. In fact, the CNTs with a density of 1.3~1.4 g/cm3 (similar to the cotton) are very fluffy and its volume is quite large. Although we have also mixed 4~5 wt% CNTs and epoxy, the experiment result indicates that it requires a much longer mixing time, and the mixture has a high viscosity. This would lead to a nonuniform surface of the TTP paper. As shown in Figure 2(a), the TTP paper was fabricated by coating the front side of a PEN membrane with CNTs/epoxy paste and then drying it in an oven at 120°C for 15 min. After the CNTs/epoxy coating layer was dried, the backside of PEN was coated with HMA and was dried again in the oven at 80°C for 10 min to obtain a TTP paper. The CNTs/epoxy coating was used to adjust the thickness of TTP paper; in addition, manually roller-pressing the CNTs/epoxy coating onto the TTP paper enabled evenly spreading the coating onto the material surface.

After the fabrication of TTP paper, a TTP process was used to thermally transfer and print the TTP paper onto coarse paper to form a CNT-based diaphragm at an elevated temperature. In this study, as shown in Figure 2(b), the resulting TTP paper was first stacked onto the coarse paper diaphragm and then subjected to a TTP process in a TTP machine. The following steps of TTP process were illustrated in Figure 2(b). After pressing to 0.2 kg/cm2 and heating at 80~120°C for 10 min, the fabrication of CNT-based diaphragm was complete. This study also adopted cold cathode field emission scanning electron microscope (FE-SEM; JEOL JSM-740F, Japan) to observe the cross sections of the CNT-based diaphragm.

2.3. Material Properties for Test Specimens

To obtain the properties and strengths of the coarse paper, TTP paper, and CNT-based diaphragm, three types of tensile specimen geometry will be employed. The test specimen dimensions are 12.5 mm × 100 mm. The material properties of laminated composite face sheets and foam core where determined from experiments conducted in accordance with the relevant ASTM (D3039-79 and D3518-76) standards [14]. The specimens should be mounted and tested in a properly aligned and calibrated INSTRON-1332 test machine. Wedge action friction grips of hydraulic grips will be used. Set the crosshead rate at about 10 mm/min. The strains and load readings may be recorded continuously or at discrete load intervals. If the discrete data are taken, a sufficient number of data points must be recorded in order to reproduce the stress-strain relation. At least 25 data points are needed in the linear response region. Monitor all specimens to failure and then determine the ultimate strengths and strains. Plot the data for reduction. Establish the Young’s modulus and Poisson’s ratio by a least square fit of the linear region. For finding the mechanical properties and ultimate strengths (strains), some specimens are tested statically to failure. The stress-strain response of tensile coupon is monitored with electrical resistance strain gauge in order to find the intrinsic mechanical properties of the coarse paper, TTP paper, and CNT-based diaphragm. The material properties to be measured include (i) Young’s modulus, (ii) Poisson’s ratio, (iii) ultimate tensile stress (failure strength).

2.4. Panel Speaker Assembly

Figure 3(a) shows the SolidWorks explosion diagram of the panel speaker. After various speaker components were prepared and ready for assembly, the fabricated CNT-based diaphragm was adhered to the speaker surround, which was then assembled to the upper frame as shown in Figure 3(b). The surround material selected for our panel speaker was polyurethane (PU) with the actual specification which is 30 × 20 × 10 mm. PU was placed into a surround mold and heat pressed in an oven to form the speaker surround, which was then attached to the diaphragm and voice coil. Subsequently, the vibration exciter (voice coil) was attached at 90° perpendiculars to the diaphragm. A shown in Figures 3(a) and 3(b), the exciter was placed between the magnet and the magnet frame. The magnets were placed above the washer to increase the magnetic flux. The speaker gives sound through the diaphragm vibration that pushed by the voice coil. Most importantly, the vibration exciter (voice coil) must be attached to the central area of the diaphragm. Otherwise, sound distortion is easily incurred. Once all the steps have been completed, the adhesives were allowed to solidify for a day, after which the sound pressure curve of the speaker can be measured.

2.5. Sound Pressure Curve Measurement and Analysis

To avoid influencing the measurement results, sound pressure curve must be measured in an anechoic chamber insulated from external sources of noise; acoustical measurement system and CLIO software analysis were employed in measuring the sound pressure curve. In the CLIO software, the number of points, bandwidth, and voltage were defined. The measured bandwidth was 20 Hz~20 kHz audible to the human ear and was measured at a distance of 10 cm from the self-developed panel speaker. Subsequently, after the input voltage of the speaker was configured, the sound pressure curve and data were measured. In the sound pressure curve, the value difference (ΔdB) between curve valley and sound pressure level (SPL) at 12~18 kHz, high frequency dip difference value (ΔdB), was used to identify the quality of the sound. A minimum high frequency dip difference value (ΔdB) gives a smooth sound pressure curve in the high frequency region and a better sound quality.

2.6. Taguchi Quality Engineering

Because stiffening the entire diaphragm may influence the overall sensitivity of the speaker, we attempted to circumvent this problem by performing optimization analysis using the Taguchi method. Through the Taguchi approach, the optimal product design objective or process can be determined to facilitate mitigating the effects of confounding factors [11, 12]. This study investigated the relationship among the manufacturing parameters of CNT-based diaphragm (stiffening pattern, coating layers, transfer area, and heat press temperature), and the Taguchi equations representing the smaller-the-better (see (1)) characteristics are shown as follows:

The selected manufacturing parameters of CNT-based diaphragm were aimed at having a minimum high frequency dip difference value (ΔdB) in the sound pressure curve of a speaker, subsequently smoothing the sound pressure curve in the high frequency region. Figures 4 and 5 present the parameters obtained from the Taguchi method. Figures 4(a) and 4(b) show the top and side view of the transfer area of the TTP paper on coarse paper, respectively. Figure 5 illustrates the stiffening patterns on the TTP paper and the coating direction of 1 or 2 coating layers. Furthermore, the analysis of variance (ANOVA) was also used to find the dominant influence factors.

3. Results and Discussion

3.1. Comparison of ANSYS and Related Papers for Numerical Example

The manufacturing parameters of coating materials on a flat plate are the thickness of coating and the order of plates. We compared our ANSYS results with other similar researches. After that, we actually used the ANSYS model for simulation. The material properties of metals and coating materials are shown Table 1.

Materials Properties
Young’s modulus (GPa)Poisson’s ratio Thermal conductivity, (W/m°C)Coefficient of thermal expansion (CTE), (1/°C)

Al700.33342.3 × 10−5
W4100.28294.5 × 10−6
Diamond10500.2021.75 × 10−6
Si3N42300.26283.5 × 10−6
Al2O33400.23248.1 × 10−6
TiC3400.19277.1 × 10−6
NiAl1030.175.314.6 × 10−6

Shaw [2] indicated that the influencing factors of our analysis are the composition gradient, the elastic module, number of layers, thermal expansion coefficients, and so forth. Shaw used functionally graded materials (FGM) and multilayer composite material on thermal coating and analyzed the thermal residual stress. Since our study was similar to Shaw’s results, we compared three materials of metal and ceramic with Shaw’s results in Table 2.

Material propertiesShaw [2]
ANSYS method

I (MPa)17451951.311.82%
II (MPa)17151749.11.98%
III (MPa)996.5914.48.23%

Furthermore, Özel et al. [3] coated the advanced ceramic on the metallic plate and minimized the stress as his goal. We also use the stress objective proposed by Özel et al. as our programming goal in this study. And different coating materials, Si3N4, Al2O3, and TiC are coated on the W metal plate by ANSYS methods so as to compare the thermal stresses with Özel et al.’s results in Table 3. The fluctuation between the analytic results from ANSYS method and published practical results fluctuated from 1.42% to 7.66% with a summarized average 4.31%. Therefore, the paper used the ANSYS method into coarse paper and TTP paper interface shear stress problem. Finally, we compare our ANSYS model with Han and Sun’s study in Table 4. Han and Sun [15] used the glass and alumni as his test base.

Material propertiesÖzel et al. [3]
ANSYS method

W + Si3N4−92%−95.56%3.86%
W + Al2O3−136%−125.58%7.66%
W + TiC−121%−119.27%1.42%

Han and Sun [15]
ANSYS method

(MPa)3741.6812.64 %

According to the aforementioned comparisons, we can say that our ANSYS model is adequate to approximate the actual thermal coating process. We also believe that the ANSYS model is able to simulate the actual behavior of TTP technology.

3.2. ANSYS Analyzed the Stress Results for CNT-Based Diaphragm

The specimens are used by INSTRON-1332 test machine to obtain Young’s modulus and strengths of the coarse paper, TTP paper, and CNT-based diaphragm which are shown in Table 5. The study compared CNT-based diaphragm with coarse paper mechanical properties which is increased 20.56% with Young’s modulus results in Table 5. This study developed a TTP technique to fabricate a CNTs stiffened coarse paper which could be manufactured speaker diaphragm.

Materials Properties
Thicknesses (mm)Young’s modulus (GPa)Failure Strength (MPa)Poisson’s ratio CTE, (1/°C)

Coarse paper ()0.2102.1432.510.282.3 × 10−6
TTP Paper0.0272.7148.820.3325.1 × 10−6
CNT-based diaphragm () 0.2372.5845.120.31

The thermosetting resins with a curing temperature of 120°C were used in this study. After curing at 120°C, a network structure was formed in the resin by intermolecular cross-linking. Moreover, the resin was not softened even though the reheating treatment was performed. Therefore, self-developed TTP stiffening technique does not require high curing temperature. The experiment results on mechanical properties of CNT-based diaphragm with different TTP curing temperature are shown in Table 6. It reveals that the CNT-based diaphragm with the 120°C curing temperature has good mechanical properties. Additionally, the mechanical properties of TTP papers with different CNTs wt% (3 wt% and 5 wt%) are summarized in Table 7. It is obvious that these two TTP papers have almost the same mechanical properties. Therefore, we used 3 wt% CNT/epoxy coating onto the TTP papers which could reduce the cost and has the uniform coating surface.

Thicknesses (mm)Young’s modulus (GPa)Failure strength (MPa)


Thicknesses (mm)Young’s modulus (GPa)Failure strength (MPa)

3 wt%0.0272.7148.82
5 wt%0.0322.6848.75

We also believe that the ANSYS model (see Figure 6) is able to simulate the actual behavior of CNT-based diaphragm (model’s dimension is 30 × 0.24 mm) with TTP temperature at 80°C, and our simulated results are available in Table 8. The study compared shear stress result with coarse paper and TTP failure strength; the shear stress is less than 166.6~299.8% of the breaking strength of the coarse paper and TTP material which is safe in transfer interface. This study used the numerical analysis software (ANSYS) to analyzed the stress and thermal of work piece which have not been delaminated problems in transfer interface. The materials with the higher failure strength could allow the shear stress at high temperatures, which did not produce the peeling problem in the transfer interface.

Shear stress Methods
analysis result ()
Coarse paper failure strength ()TTP paper failure strength ()Differential


3.3. Microscopic Structure of CNT-Based Diaphragm

Figure 7 presents the sectional images of the CNT-based diaphragm. For a conventional speaker diaphragm fabrication, a PEN pasted on the coarse paper directly. By using the TTP process, as shown in Figures 7(a) and 7(b), the hot melt layer diffuses into the coarse paper and gives an enhanced adhesion. Figure 7(b) shows the enlarged photo of Figure 7(a). On the images, arrows represent the material structure in various regions of the diaphragm. It was observed that CNTs/epoxy coating was evenly applied onto the diaphragm. The coated coarse paper presented more grooves and deeper grooves of uneven depth than the coated PEN paper did, primarily because the coarse paper contained a mixture of fibers. In addition, the FE-SEM images revealed that the CNTs/epoxy coatings on the coarse paper and PEN side of the paper were evenly distributed on the coating material, indicating that the coating was evenly and favorably dispersed. The sectional FE-SEM images show that the TTP paper is tightly bound to the coarse paper substrate, exhibiting an even thickness approximating 269.5 μm.

3.4. Taguchi Quality Engineering: Optimal High Frequency Dip Difference Value (ΔdB)

This high frequency dip difference value primarily influences the smoothness and bandwidth of the curve; a small valley difference indicates large sound range, which increases the clarity of the speaker’s midfrequency and high frequency sounds. Therefore, the minimal high frequency dip difference value is desirable. As shown in Table 9, the Taguchi quality engineering method was used to minimize the number of experimental trials, and the applicable orthogonal array was selected according to the controllable factors and level numbers. To obtain a minimal difference value, the smaller-the-better characteristic was used to determine the optimal manufacturing parameters as listed in Table 10.

Factors Level

Transfer area1/23/41/1
Stiffening patternUnidirectional cross angle
Coating layersNo1 layer2 layers
Transfer temperature80°C100°C120°C

NumberFactorsΔdB valuesSN

21/290° cross 1 layer1003.193.153.11−9.9667
31/245° angle 2 layers1202.592.52.62−8.2004
43/4Unidirectional1 layer1204.394.424.51−12.948
53/490° cross 2 layers803.213.193.14−10.0489
63/445° angle No1003.613.663.62−11.1983
71/1Unidirectional2 layers1003.563.533.59−11.0292
81/190° cross No1204.314.374.28−12.7100
91/145° angle 1 layer804.274.264.29−12.6154

Table 11 presents the cause and effect table, showing the ranking of each experimental factor according to its level of contribution. As shown in Figure 8, the main effect diagram reveals that a factor with a steep slope critically influences the overall experimental results. The crucial factors influencing the high frequency dip difference in the sound pressure curve, in order from highest to lowest level of contribution, were transfer area, coating layers, transfer temperature, and stiffening pattern. By using the ANOVA analysis, significant manufacturing parameters can be easily obtained in this study. The criteria of significant manufacturing parameters are cumulating the contribution ratio to 99.8%. The ANOVA analysis for high frequency dip difference was listed in Table 12 and was plotted as in Figure 9. Specifically, the transfer area has the greatest influence (68.5%), followed by the coating layers (25.5%), transfer temperature (4.7%), and stiffening pattern (1.1%). As a result, to obtain the minimal high frequency dip difference value, transfer area and coating layers are the dominant parameters with contribution at 68.5 and 25.5%, respectively.


Level 1−26.6323−32.4426−32.3735−31.6555
Level 2−34.1954−32.7256−36.0563−32.1942
Level 3−36.8806−32.0140−29.2785−33.8586
Influence quantity10.24830.28296.77782.2031

FactorsInfluence percentageProgressive percentage

Transfer area18.82679.413368.5%68.5%
Coating layers7.67563.837825.5%94.0%
Transfer temperature 0.87940.43974.7%98.7%
Stiffening pattern0.01380.00691.1%99.8%

As the optimal manufacturing parameters are not included in the L9 orthogonal array, the optimal manufacturing parameters to attain a stiffened speaker diaphragm with minimal high frequency dip difference value was determined by selecting the maximum points from the main effect diagram of Figure 8. As a result, the optimal parameter combination obtained using the Taguchi method was 1/2 transfer area, 45° angle ply stiffening pattern, 2 coating layers, and 80°C HMA transfer temperature. The 45° angle ply stiffening pattern has the highest coating area on the PEN surface and leads to a better stiffness. Furthermore, only half area of the diaphragm was coated with CNTs/epoxy composite and the weight of the diaphragm was significantly reduced. Therefore, a CNT-based diaphragm was fabricated using the optimal parameter and named as number 10. Figure 10 compares the sound pressures curve of the speakers produced using two different CNT-based diaphragms, number 3 and number 10. The number 3 CNT-based diaphragm exhibits the smallest high frequency dip difference value of the sound pressure curve among the nine diaphragms fabricated form Table 10. The black and red dashed lines and arrows in Figure 10 indicate the high frequency dip difference of number 3 and number 10 diaphragms, respectively. The number 10 CNT-based diaphragm produced a high frequency dip difference (0.98 dB) smaller than that of number 3 diaphragm (2.56 dB), improving the high frequency dip difference by 61.72%. Except high frequency region, number 10 CNT-based diaphragm shows a smaller dip difference at high frequency. As shown in Figure 10, the blue dashed line and arrow indicates the dip difference of number 10 CNT-based diaphragm. As a result, at high frequency region, number 10 CNT-based diaphragm shows a small dip difference and a delayed peak frequency as compared to number 3 CNT-based diaphragm.

Actually, the medium-low frequency and high frequency of voices could be both controlled by Young’s modulus and stiffness of CNT-based diaphragms and then show the powerful voices. For panel speakers, the CNT-based diaphragms with a high stiffness would result in clear and smooth sound pressure curve at the 20 Hz~20 kHz. However, the sound properties including the sound pressure curve and the frequency range could be not affected by the strength and the shear stress properties of CNT-based diaphragms.

4. Conclusion

This study uses laminate plate theory to analyze the thermal transfer printing technology by the assistance of ANSYS. The analytic results from ANSYS method are found to be superior to results from other studies, showing that the proposed hypothesis is valuable. The TTP paper is manufacturing CNT-based diaphragm which has not been delaminated problem in transfer interface for the analytic results from ANSYS method.

Following various experiments and measurements, sound pressure curves were analyzed using the Taguchi method to determine the crucial manufacturing parameters for a TTP technique. The results verified that the CNT-based diaphragm fabricated using the proposed TTP method improved the sound pressure curve smoothness of a panel speaker. Moreover, the Taguchi method was used to effectively identify the optimal manufacturing parameters and the most influential factors. The empirical experiments conducted in this study confirmed that the optimal manufacturing parameters can be used to obtain the minimal high frequency dip difference.

According to the ANOVA analysis, the significant contribution percentage for having the minimal high frequency dip difference was also investigated. For the high frequency dip difference, it was found the transfer area has the greatest influence (68.5%), followed by the coating layers (25.5%), transfer temperature (4.7%), and stiffening pattern (1.1%).

Using the Taguchi quality engineering method, the optimal manufacturing parameters combination for achieving minimum high frequency dip difference composed of a 1/2 transfer area, 45° angle-shaped stiffening pattern, 2 layers of coating, and a transfer temperature of 80°C. It was observed that the CNT-based diaphragm and TTP technique improved the smoothness of the sound pressure curve, and the optimal manufacturing parameters enabled fabricating a speaker that produced a high frequency dip difference of 0.98 dB (improving the difference values by 61.72%).

Competing Interests

The authors declare that there are no competing interests regarding the publication of this paper.


The authors would like to thank the Ministry of Science and Technology in Taiwan for financially support of this research project under Grant no. 102-2221-E-212-006.


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Copyright © 2016 Feng-Min Lai and Chang-Yi Peng. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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