Transparent conductive films comprise electrically conductive material coated on high-transmittance surfaces or substrates, and are widely used in flat panel displays such as liquid crystal displays (LCD), touch panels or sensors, electroluminescent devices (e.g., light emitting diodes), thin film photovoltaic cells, or as anti-static layers and electromagnetic wave shielding layers.
Currently, vacuum deposited metal oxides, such as indium tin oxide (ITO), are the industry standard materials for providing optical transparency and electrical conductivity to dielectric surfaces such as glass and polymeric films. However, metal oxide films are fragile and prone to damage during bending or other physical stresses. They also require elevated deposition temperatures and/or high annealing temperatures to achieve high conductivity levels. For certain substrates that are prone to adsorbing moisture, such as plastic and organic substrates (e.g., polycarbonates), it becomes problematic for a metal oxide film to adhere properly. Applications of metal oxide films on flexible substrates are therefore severely limited. In addition, vacuum deposition is a costly process and requires specialized equipment.
In recent years there is a trend to replace current industry standard transparent conductive ITO films in flat panel displays with a composite material of metal nanowires (e.g., silver nanowires). Typically, a transparent conductive film is formed by first coating on a substrate an ink composition including silver nanowires and a binder. Thereafter, a transparent UV or thermally curable polymer materials can be coated to form a protective layer. Nanowire-based coating technologies are particularly suited for printed electronics. Using a solution-based format, printed electronic technology makes it possible to produce robust electronics on large-area, flexible substrates.
The presence of nanowires in transparent conductive films may give rise to certain optical challenges that are not typically encountered in ITO films, which are continuous. For example, when an ITO touch sensor is turned off, the ITO touch sensor appears black in the ambient light; whereas a touch sensor made from silver nanowire-based transparent films may have a “milkier” or “cloudier” look. The milky appearance may affect the image quality (when the LCD module is on) manifested as a lower contrast ratio, or other image issues. Thus, there is a need to address the optical challenges unique to nanowire-based transparent conductors.
Provided herein are various embodiments directed to methods that address the milky appearance of nanowire displays by reducing or minimizing diffuse reflection in optical stacks that include at least one nanowire-based conductive film.
One embodiment is a method comprising selecting optical stack parameters for an optical stack with a nanowire and calculating a plurality of diffuse reflection values each for a respective one of a plurality of optical stack configurations according to the optical stack parameters. The method further includes selecting one of the optical stack configurations based at least on a comparison of the diffuse reflection values and forming layers of the optical stack according to the selected optical stack configuration.
In one embodiment the method includes calculating a plurality of specular reflection values each for a respective one of the optical stack configurations.
In one embodiment the calculating the diffuse reflection values comprises calculating a scattering cross-section of the nanowire. In one embodiment calculating the diffuse reflection values includes, for each optical stack configuration, respectively, calculating an electromagnetic field from incident light at a position of the nanowire within the optical stack, and calculating transfer matrices for light scattered from the nanowire within the optical stack.
In one embodiment calculating the diffuse reflection includes calculating an amount of light scattered from the nanowire based on the scattering cross-section and the field from incident light at the position of the nanowire.
In one embodiment calculating the field from incident light includes calculating an electromagnetic field from diffusely scattered light at the position of the nanowire.
In one embodiment the plurality of optical stack parameters includes a number of layers for the optical stack. In one embodiment the plurality of optical stack parameters includes a range of thicknesses of the layers of the optical stack. In one embodiment the plurality of optical stack parameters include a range of indices of refraction of the layers of the optical stack.
In one embodiment forming the layers of the optical stack includes forming a first layer on a substrate and forming a second layer on the first layer, the nanowire being positioned in the first or second layer.
In one embodiment the method includes calculating a plurality of specular reflection values each for a respective one of the plurality of optical stack configurations according to the optical stack parameters.
In one embodiment calculating the plurality of specular reflection values includes calculating transfer matrices for light incident on each of the optical stack configurations. In one embodiment selecting one of the optical stack configurations is based in part on a comparison of the specular reflection values.
In one embodiment selecting one of the optical stack configurations includes selecting the optical stack configuration corresponding to a minimum value of diffuse reflection. One embodiment is a method comprising inputting to a processor input optical stack parameters for an optical stack with a nanowire and storing the input optical stack parameters in a memory circuit coupled to the processor. The method further comprises computing, in the processor, a plurality of values of diffuse reflection for a plurality of optical stacks each having a respective configuration in accordance with the optical stack parameters. Calculating the values of diffuse reflection includes, for each configuration, respectively computing a value of electromagnetic field from incident light at a position within an optical stack corresponding to a position of a nanowire in the optical stack, and computing transfer matrices to provide a value of diffuse reflection at a surface of the optical stack based in part on the value of electromagnetic field.
In one embodiment the method includes comparing the values of diffuse reflection with each other and selecting one of the values of diffuse reflection.
In one embodiment the method includes outputting from the processor a selected optical stack configuration corresponding to the selected value of diffuse reflection.
In one embodiment the input optical stack parameters include a range of indices of refraction of at least one layer of the optical stack. In one embodiment the selected optical stack configuration includes an index of refraction from the range of indices of refraction. In one embodiment the input optical stack parameters include a range of thicknesses of a layer of the optical stack.
In one embodiment the selected optical stack configuration includes a thickness from the range of thicknesses of the layer of the optical stack.
In one embodiment the method includes forming the optical stack according to the selected optical stack configuration. In one embodiment computing the values of diffuse reflection comprises calculating a scattering cross section of the nanowire.
One embodiment is a system comprising a processor, a memory coupled to the processor, an input coupled to the processor and configured to receive first parameters of an optical stack. The processor is configured to compute a set of incident light electromagnetic field values for a position corresponding to a nanowire in an optical stack, compute a light scattering profile of the nanowire, compute a set of values of diffuse reflection at a surface of the optical stack, and estimate a set of second parameters of the optical stack. The second parameters correspond to preferred values of the set of values of diffuse reflection. An output is coupled to the processor and configured to receive the second parameters from the processor.
In one embodiment the system includes a display coupled to the output, the display being configured to display the second parameters.
In one embodiment the system includes a deposition device coupled to the output, the deposition device being configured to receive the second parameters and to deposit a first optical layer of the optical stack according to the second parameters.
One embodiment is a method comprising inputting parameters of an optical stack to a processor, estimating, in the processor, a set of values of electromagnetic field from incident light for a position corresponding to a nanowire in an optical stack, and estimating, in the processor, a light scattering profile of the nanowire. The method further comprises estimating, in the processor, a set of values of diffuse reflection at a surface of the optical stack based on electromagnetic field values and the scattering cross-section and outputting from the processor an optical stack configuration corresponding to a selected value of diffuse reflection.
In one embodiment estimating the set of values of electromagnetic field includes computing first transfer matrices according to the parameters of the optical stack.
In one embodiment estimating the set of values of the diffuse reflection includes computing second transfer matrices according to the parameters of the optical stack.
BRIEF DESCRIPTION OF THE SEVERAL VIEWS OF THE DRAWINGS In the drawings, identical reference numbers identify similar elements or acts. The sizes and relative positions of elements in the drawings are not necessarily drawn to scale. For example, the shapes of various elements and angles are not drawn to scale, and some of these elements are arbitrarily enlarged and positioned to improve drawing legibility. Further, the particular shapes of the elements as drawn are not intended to convey any information regarding the actual shape of the particular elements, and have been selected solely for ease of recognition in the drawings.
Described herein include the underlying cause for the “milky” appearance of a nanowire display, methods for addressing the same, and optical stacks that have lower or no milky appearance. As used herein, “optical stack” refers to a multi-layer stack of thin films through which light from either an external or an internal source travels, one or more layers having an impact on the optical behavior of the light. The thin films within the optical stack are typically functional films such as transparent conductive films, polarizers, color filters, anti-glare films, or anti-reflective films, as well as protective coatings and clear adhesives. The thin films can be flexible (e.g., polymer substrate) or rigid (e.g., glass substrate). The optical stack is typically coupled to another functional unit such as a display. In addition to the films, air space between films or between the films and the display also contribute to the optical behavior of the light, and is considered a part of the optical stack.
Also in the context of film orientations, a film that “overlies” another film is configured to be more proximate to the external light source (or the viewer) than the other film. For instance, an overcoat that overlies the nanowire layer is always disposed between the external light source (or the viewer) and the nanowire layer. A film that “underlies” another film is configured to be less proximate to the external light (or the viewer) than the other film. For instance, in an optical stack that employs an undercoat that underlies the nanowire layer, the nanowire layer is always disposed between the external light source (or the viewer) and the undercoat.
The optical stack 30 includes conductive nanowires 32 embedded in a transparent insulating layer 34. The transparent insulating layer 34 and the nanowires 32 are on a substrate 36.
The optical stack 30 is of a type which can be used in a flat panel display. As such, it is desirable for the optical stack 30 to have properties which most enhance the visual characteristics of the optical stack. As described previously, an optical stack 30 including nanowires 32 can suffer from a milky or hazy quality. This milky quality can detract from the visual characteristics of the optical stack 30. In particular, when it is desirable to display dark colors such as black, the optical stack 30 can instead display a milky color which adversely affects quality of the displayed images.
One source of these undesirable characteristics is diffuse reflection from the nanowires 32. Typically, when light encounters a surface or an object, the angle of reflection is identical to the angle of incidence. This is called specular reflection. Specular reflection is illustrated in
However, as illustrated in
When light is incident on an object or a structure which has dimensions smaller than the wavelength of the light, the light is scattered diffusely from the object. The nanowires 32 and the optical stack 30 are, in general, smaller than 100 nm in radius, for example between 5 and 100 nm in radius. 100 nm is much smaller than the smallest wavelength of visible light. Thus, when any visible light encounters the nanowire 32, it is diffusely reflected from the nanowire 32. In a transparent film, the great majority of light which is incident on the surface 37, is transmitted through the surface 37 and into the layer 34 in which the nanowires 32 are embedded. It is only a small percentage of the light that is reflected at the surface. However, some fraction of the light which interacts with the nanowires 32 is reflected diffusely. This diffuse reflection is the major cause of the milky quality which can sometimes diminish the appearance an optical stack 30 including nanowires 32. It has been shown using calculations that the diffuse reflection from the nanowires 32 can be reduced in several ways when the nanowires 32 are incorporated in an optical stack 30.
One such method is to reduce the index of refraction of the layer 34 in which the nanowires 32 are embedded.
When the index of refraction is reduced to n=1.33, not only is the peak diffuse reflection reduced, but it is also shifted to a smaller wavelength. For the material whose index of refraction is n=1.33, the peak is reduced to about 6×10−4 and the peak wavelength is about 370 nm. Thus, not only is less light diffusely reflected back out of the surface 37 of the optical stack 30, but a larger portion of the light that is reflected is shifted out of the visible spectrum and into the ultraviolet spectrum. It should be noted here that diffuse reflection values are in arbitrary units in this graph but are nevertheless useful to understand the relative effect that changing parameters of an optical stack 30 has on the diffuse reflection.
The diffuse reflection for the material whose index of refraction is n=1.23 is smallest of the three curves. The peak diffuse reflection for n=1.23 is about 4.5×10−4. and, just as importantly, the peak wavelength is shifted even further into the ultraviolet range, which is not visible to the human eye. Thus, placing the nanowires 32 in a layer 34 whose index of refraction is smaller can both reduce the diffuse reflection and shift the peak diffuse reflection away from the visible spectrum.
It is also desirable to reduce the specular reflection as much as possible.
For a layer 34 whose index of refraction is n=1.23, the specular reflection is lowest of all. Not only is the peak specular reflection reduced, but the specular reflection in a large portion of the visible spectrum is very close to 0, with a low point coming around 500 nm. Thus, it is highly beneficial for both the diffuse reflection and the specular reflection to reduce the index of refraction of the layer in which the nanowires 32 are embedded.
Another parameter of the optical stack 30 which can affect the specular and the diffuse reflection is the thickness of the layer 34 in which the nanowires 32 are embedded.
In
However, specular reflection fluctuates greatly with a change in the thickness of the layer 34 in which the nanowires 32 are embedded. The specular reflection follows a sinusoidal wave pattern for each of the four wavelengths of light that are plotted in
As the thickness increases to about 100 nm, all four of the wavelengths plotted in
In
In
The layer 38 is also optically transparent. The layer 38 can enhance forward scattering of diffuse light from the nanowire 32. When nanowire 32 is placed in a layer 34 having a relatively low index of refraction compared to the layer 38 more forward scattering of diffuse light is promoted. In other words, when light is diffusely reflected from a nanowire 32, more light will be scattered forward toward the layer 38. Thus, less light will diffusely reflect back toward the surface 37 of the optical stack 30. This is partially because there is an increased density of states for forward scattering relative to backward scattering when there is a higher index of refraction layer abutting the lower index refraction layer. The increased density of states promotes forward scattering as described previously.
A further advantage of having a high index of refraction layer 38 below the nanowire 32 is that total internal reflection of diffusely reflected light can occur within the high index layer 38 as illustrated in
n
isin(θ)1=n2sin(θ)2.
By simple mathematics, the critical angle θc at which total internal reflection will occur can be calculated as follows:
θc=arcsin(n2/n2).
Therefore, the greater the difference of the low index of fraction layer 34 and the high index of refraction layer 38, the smaller the critical angle will be. As the critical angle becomes smaller, more light will undergo total internal reflection upon reaching the boundary of the high index of refraction layer 38 and the low index of refraction layer 34. Therefore, selecting a layer 38 having a sufficiently high index of refraction can further decrease the amount of diffusely reflected light that reaches the surface 37 of the optical stack 30. Thus, promoting total internal reflection is related to the enhanced forward scattering as described in relation to
In spite of the benefits which are provided by the aforedescribed embodiments of an optical stack 30, optimization of the optical stack in order to minimize the diffuse reflection as well as the specular reflection, can still be very difficult. In order to provide an optical stack with minimal diffuse reflection, it is beneficial to utilize an efficient method for calculating or estimating the diffuse reflection of an optical stack 30 for a given configuration of layers and nanowires. The diffuse reflection for an optical stack 30 can be calculated by solving Maxwell's equations for the optical stack 30. The differential forms of Maxwell's equations which describe properties of electric fields E and magnetic fields B are as follows:
where ρ is the charge density due to free and polarization charges, J is the current density, ε0 is the permittivity of free space, and, μ0 is the permeability of free space. Utilizing
Maxwell's equations in a method of calculating the diffuse reflection is relatively difficult and can require large amounts of time and processing resources when diffuse reflection is to be calculated for many optical stacks 30. The complexity of Maxwell's equations make it very difficult to solve and compute preferred parameters of an optical stack 30.
Furthermore, each time new and different layers are added to an optical stack 30, Maxwell's equations are not easily manipulated to again provide a quick optimization of an optical stack 30 including additional parameters. In some cases, many layers both below and above the nanowires 32 may be added. Some optical stacks may be subject to particular constraints. Each time the parameters or constraints of the optical stack 30 are changed, Maxwell's equations would be solved anew, thereby using more time and processor resources.
A less resource intensive method for calculating the specular and diffuse reflections of an optical stack will be described in relation to
Consider now the process of specular reflection in more detail in relation to the arrows on the right side of
The distribution of the EM field throughout the multilayered structure is calculated as if there were no nanowire. These calculations are performed with the transfer-matrices approach, where the field in each layer is represented as a series of plane waves moving up and down through the system (reflected/transmitted waves), and the amplitudes of these waves in the neighboring layers are related via transfer matrices.
The light from the light source is incident on the surface 37 of the optical stack 30. The arrows on the right side of the optical stack correspond to the top modes because they carry energy from the top of the system. Some amount of the incident light from the light source above the optical stack is transmitted through the surface 37 into the low index of refraction layer 34 as indicated by the arrow passing down into the layer 34 on the right side of the optical stack in
Some of the light that passes through the boundary 37 from air continues in layer 34 until it reaches a boundary 44 between layers 34 and 38. At the boundary 44 some of the light passes through and some is reflected as indicated on the right side by the arrows passing through the boundary 44 downward and the arrow coming back into the layer 34 that represents the reflection at the boundary 44. This reflected light, in turn will come back to the boundary 37, partially contributing to the initial specular reflection (upward arrow) and partially to the initial transmission (downward arrow). In the context of the
Again at the boundary 42, some portion of the light that passes through layer 38 to the boundary 42 is passed through the boundary 42 into the layer 36. Likewise, a portion of the light that is incident on the boundary 42 is reflected back into the layer 38. Some amount of light is passed through the boundary 40 and into any layers that are below the layer 36.
A hypothetical light source is illustrated below layer 36 of the optical stack 30. The dashed arrows on the left side of the optical stack originate from this light source and correspond to the “bottom modes” because they carry energy from the bottom of the system upward. Some amount of the light, passing through the boundary 40 propagates into layer 36 of the optical stack toward the boundary 42 while some portion of this light will be reflected. At the boundary 42, some amount of the light is passed through the boundary 42 from layer 36 to layer 38. At the same time, some light is reflected at the boundary 42 back toward the boundary 40. Again, at the boundary 44, some light is passed through to the layer 34 while some is reflected at the boundary 44 back into the layer 38.
Finally, at the surface 37 of the optical stack 30 some light passes from layer 34 into the air surrounding the optical stack 30.
By utilizing transfer matrices, the amplitudes of the fields propagating up and down in each layer can be calculated. In particular, calculation of the amplitude of the light reflected up from the interface 37 for the top mode can be used to calculate the total specular reflection very accurately. Furthermore, the amplitudes of other waves composing the top modes can be used to calculate the electromagnetic field at any given vertical position within the stack 30. In this manner the field at the position of the nanowire 32 can be calculated.
In one embodiment, the dimensions of the optical stack in the z direction, ie., the direction into the page, are assumed to be infinite. Therefore, the total field in the optical stack 30 can be represented as a linear combination of two fields with different polarization. The first class of fields, known as TE waves, has its electric field component along the z axis so that its magnetic field has only x and y components. Similarly, the second class of waves, TM waves, have its magnetic field aligned with the z axis, and its electric field in the xy plane.
At an the interface between two arbitrarily chosen adjacent layers (j and +1) within the optical stack 30 it is assumed that the incident light is a plane wave with the wave vector having components {hxl, kyl}. The relationship between the amplitudes of the plane waves in the neighboring layers can be determined by considering boundary conditions on electric and magnetic fields. Explicitly, for the interface between layers j and j+1 (corresponding to layers 34 and 38 for example) this relationship is given by
where α− and α+ are the amplitudes of the waves propagating in the negative and positive y direction respectively, the polarization-dependent constant Kj is given by
for TE-polarized waves and by
for TM-polarized ones. The matrix connecting the amplitudes of the fields in the neighboring layers to each other is called a transfer matrix. Such a transfer matrix is only one type of transfer matrix which can be used in calculating specular reflection, diffuse reflection, or the amplitude of light waves for an optical stack 30. Many other types of transfer matrices may be used. Additionally, other methods which do not use transfer matrices can be used in calculating diffuse reflection according to principles of the present disclosure.
The diffuse reflection corresponds to the amount of light scattered from the nanowire 32 that exits the optical stack 30 through the surface 37. A method for calculating the diffuse reflection according to one embodiment therefore includes calculating the amount of light scattered from the nanowire 32 in all directions. As described previously, when calculating the transfer matrices to determine the specular reflection, the field at any position in the optical stack can also be calculated. One step in calculating the light scattered by the nanowire 32 is to calculate the field at the position of the nanowire 32.
Once the field at the position of the nanowire has been calculated or estimated, the amount of light scattered by the nanowire can be obtained by calculating or estimating the scattering cross-section of the nanowire 32. The scattering cross-section of the nanowire can be obtained by solving Maxwell's equations for a long cylindrical wire of the given shape. For a wire with a circular cross-section the scattering cross-section can be calculated without putting a great burden on the processing resources. The scattering cross-section can also be calculated for other shapes of wires such as wires with polygonal or other cross-sections. In one example of such calculations, the solutions of Maxwell equations is represented as a set of cylindrical waves, and the boundary conditions along the wire circumference are used to relate the amplitude of these waves. One realization of such a formalism is described, using an example of light emission from dielectric resonators, in the article (Viktor A. Podolskiy, Evgenii Narimanov, Wei Fang, and Hui Cao, Chaotic microlasers based on dynamical localization, Proc. Nat. Acad. Sci. v. 101 (29) pp. 10498-10500 (2004) and in references therein). This article is incorporated by reference herein in its entirety. Once such a relation is found, it is straightforward to relate the energy flux scattered by the wire to the energy flux incident on the wire, and use this relationship to calculate the scattering cross-section of the wire. The scattering cross-section describes what proportion of the light that is incident on the nanowire 32 will be scattered by the nanowire 32.
By multiplying the field from the light incident on the nanowire 32 by the scattering cross-section of the nanowire, the amount of light scattered by the nanowire 32 can be calculated. The total diffuse reflection from the optical stack 30 can be calculated or estimated by again calculating transfer matrices for the light scattered by the nanowire 32 within the optical stack 30. The diffuse reflection is the amount of light scattered by the nanowire 32 that exits the optical stack 30 from the surface 37. In one embodiment the nanowire is treated as though it scatters light in all directions equally. Mathematically, the spectrum of the diffusely scattered light A (kx) does not depend on the x component of the wavevector kx.
Similar to the specularly reflected light in
Light that is forward scattered from the nanowire 32 as described previously will be incident on the boundary 44 between the layers 34 and 38. A portion of this light will be reflected back toward the surface 37. A portion of the forward scattered light from the nanowire 32 will transmit through the boundary 44 into the layer 38. Light will again propagate to the boundary 44 between the layers 38 and 36 where some of it will be transmitted and some will be reflected back up toward the boundary 44. Some of the light that is transmitted through the boundary 36 will reflect at the boundary 40 and some will pass through the boundary 40. The total light that passes through the boundary 40 will represent diffusely transmitted light. The light reflected by each of the interfaces 44, 42, 40, will contribute to the diffuse reflection. However, the main contribution to diffuse reflection comes from the light emitted into the bottom modes of the system (shown above the nanowire in
The diffuse reflection can be calculated in a manner similar to the specular reflection as described in relation to
In one embodiment, the field at the position of the nanowire can include both the field from the incident light and the field from previously scattered light. In other words, some of the light scattered by the nanowire 32 will reflect within the optical stack 30 and again be scattered by the nanowire 32. The accuracy of the calculation of diffuse reflection can be improved by taking into account the field from diffusely scattered light at the position of the nanowire.
Calculation of light scattering is generalized to take into account the phase of the scattered light. To achieve this, the radius of the nanowire is assumed to be extremely small, so that its scattering is dominated by the lowest-possible cylindrical harmonics (empirical calculations indicate that TE scattering is dominated by m▪2[polar-angle-independent] cylindrical mode, while TM scattering is dominated by m▪1[dipole-like] cylindrical mode. As such, the spectrum of the scattered waves is proportional to:
where n is refractive index of the material surrounding the wire, k is the wave vector and w is the angular frequency. Note that when the radius of the nanowire is sufficiently small, both cases reduce to the previously described kx independent spectrum.
The scattered light is represented as a sum of the “emitted” waves (bottom modes for y>0, top modes for y<0) plus the sum of the reflected components of the top and bottom modes respectively. The amplitude of the top and bottom modes emitted by the source is the same for the TE polarization and is opposite for the “dipole” TM polarization. When the interference of the top and bottom modes is taken into account, the effective amplitude of the emitted light becomes:
for the TE waves and
for TM waves, with α(kx) being the amplitude of the emitted light and r1, r2 being the reflection coefficients of the components of top and bottom modes.
To calculate the feedback field, ie the diffusely scattered light again incident on the nanowire 32, we multiply the emitted fields by their respective reflection coefficients and add the two together. Therefore, the total amplitude of the field at the location of the wire becomes:
for TE waves, and
for TM waves.
The factor represents the step in wavevector spectrum utilized in numerical calculations. A self consistent calculation of the field at a position of the nanowire can include incident light from the external light source and diffusely reflected light. In a self consistent solution, the field can be described as
a(kw)=A(kN)a tot,
leading to the matrix relation describing the emission spectrum:
a(kx)▪[1−dkxRA]−1Aaa(kx1).
Where A(kx, kx1) describes the scattering from the plane wave with wavevector kx1 into the plane wave with the wavevector kx, and the (diagonal) matrix
As mentioned above, these calculations can be simplified in the case when the percentage of the diffusely reflected light coming back to the wire position of the nanowire is small. In this case, the energy flux of the spectral component of the diffusely reflected light is enhanced by
Using the convenient methods for calculating or estimating the diffuse reflection of an optical stack as described above, an optimization program can be utilized to calculate the diffuse reflection of many optical stacks 30 having different parameters in order to find an optical stack 30 which gives the lowest diffuse reflection. Commercially available optimization programs, such as those available in Matlab, can be used to optimize diffuse reflection, according to principles of the present disclosure, for many optical stack configurations. Such optimization programs can assist in finding an optical stack having a relatively low diffuse reflection in conjunction with the methods for calculating diffuse reflections described above.
While the calculations of diffuse and specular reflection have been described above in terms of transfer matrices, other methods besides transfer matrices can be used to obtain a value of diffuse reflection according to principles of the present disclosure. Such other methods also fall within the scope of the present disclosure.
One example of such methods include the extension of the presented approach to optimize specular and diffuse reflection from the optical stack that is incorporated inside a fixed set of thick layers, which may include thick underlayer (for example, optical adhesive) or thick overlayer (for example, protective glass layer). Here “optically thick” means that the thickness of the layer is greater or comparable to the coherence length of the radiation present it the stack. .
Propagation of light through optically-thick layers is somewhat similar to the process that yields the formation of top and bottom modes described above. Consider, for example, specular reflection of the top mode shown in
For example, the following recursive technique can be used. Assume that layers in
Here {tilde over (R)} is the (overall) reflectivity of light entering the system from 42 from layer 38, Ri+ is the single-interface reflectivity of the interface 42 when light travels from the layer 38, Ri− is the reflectivity of the same interface for the light travelling into layer 38 (often Ri−=Ri+), and {tilde over (R)}i−1 is the overall reflectivity of light entering on the interface 40. The same equation can be then used to calculate overall reflectivity of light entering interface 44, and finally, interface 37.
If the system contains a mix of optically-thick and optically-thin layers, the transfer matrix formalism can be used to calculate the optical properties (reflectivity and transmittivity) of optically-thin layers, which can be then be approximated as single interfaces (with known reflectance/transmittance) in optically-thick stacks.
Similar techniques can be utilized to calculate diffuse reflection in the presence of optically-thick layers.
Therefore, in the exemplary GUI 48 in
In one embodiment, rather than calculating the diffuse reflection for every possible iteration within the input ranges, the optimization program calculates diffuse reflection for a first group of optical stacks having a variety of parameters within the given ranges. The optimization program then selects a second set of optical stacks having parameters varying somewhat from those which yielded the lowest diffuse reflections in the first group. The optimization program continues to calculate the diffuse reflection of optical stacks in this manner until a preferred diffuse reflection has been found. The optimization program can efficiently find the parameters which yield a preferred diffuse reflection without computing every possible iteration. In this way, the particular configuration of the optical stack 30 which yields a relatively low diffuse reflection can be selected. This is possible because of the aforedescribed simpler method for calculating or estimating the diffuse reflection of an optical stack 30.
It is possible to have a low diffuse reflection while having an unacceptably high specular reflection. For this reason, below the active layers parameters field is a field labeled as max reflection. In this field a technician can specify the maximum tolerable specular reflection. In this case the maximum specular reflection has been selected as 1.5%. This means that when the transfer matrices are run for both the specular reflection and the diffuse reflection, the preferred stack configuration will be chosen for the lowest diffuse reflection yield in which the specular reflection not greater than 1.5%.
In the field to the right, is illustrated an optical stack. The optical stack 30 includes the layer 34 of a lower index of refraction, including the nanowire 32, on top of layer 38 of higher index of refraction. Layer 38 is on the substrate 36 which has an index of refraction of 1.5. The index of refraction for the air above the optical stack is 1. In the layers 34 and 38 on the left side of each layer, the ranges of thickness and the ranges of the indices of refraction are given. This is noted by w2=50 nm to 200 nm on the left side of layer 34 and n2=1.2 to 2.2. These are the ranges for the thickness and the index of refraction of layer 34 for which the iterations will be performed in calculating the transfer matrices to find the specular and diffuse reflection. The layer 38 on the left side likewise specifies the range w1=50 nm to 200 nm and n1=1.2 to 2.2. On the right side of the layer 34, the preferred thickness and the preferred index of refraction are listed. In particular, the preferred thickness of the layer 34 is given as 118.2 nm. The preferred index of refraction of the layer 34 is 1.2. The preferred thickness of the high index of refraction layer 38 is 50 nm and the preferred index of refraction is 1.7779. Below the optical stack, the specular reflection is listed as R0=0.0144 or about 1.4%. The diffuse reflection Rdiffuse is listed as 5.469×10−5.
Thus, the GUI 48 which enables operation of the method for optimizing an optical stack 30 allows a user to input first parameters for the optical stack or input parameters and the program is run, the calculations are made, and the preferred specular and diffuse reflections are listed as well as the layer thicknesses and indices of refraction which yield those preferred results. It will be understood by those of skill in the art in light of the present disclosure that many modifications can be made to the method which has been described as well as the particular GUI and the inputs and outputs provided thereby.
Within the software instructions stored in memory, certain wavelengths of light can be weighted more heavily than other wavelengths of light. When the transfer matrices are calculated, each transfer matrix is performed for a range of wave lengths in addition to the range of thicknesses of the layers and indices of refraction of the layers. When calculating the preferred diffuse reflection, the reflection at some wavelengths can be weighted more heavily than others in one embodiment. The human eye is more sensitive to certain wavelengths than to others. Thus for some optical stacks, the diffuse reflection may be somewhat higher at less prominent wavelengths, while more prominent wavelengths are near a minimum. In such a case the diffuse reflection may be a preferred diffuse reflection despite some wavelengths not being near a minimum of diffuse reflection. For this reason it may be desirable to give a stronger weight to the diffuse reflection of some wavelengths. In one example the visible spectrum is divided in increments of 50 nm between 400 and 700 nm. The software which stores the program for calculating diffuse reflection can be modified to give higher or lower relative weights to the various wavelengths. For example, in one embodiment wavelengths between 450 nm and 600 nm are weighted more heavily than other wavelengths. The weighting, of course, can be selected by a technician who alters the code stored in the memory. The weighting can also be implemented for calculations of the specular reflection.
The index of refraction of the superstrate and substrate can also be selected by entering values in the labeled fields. These have been selected as 1 and 1.5 respectively in the example of
The user can also select whether the optimization routine will optimize diffuse or specular reflection by checking the appropriate selection in the optimize field. If diffuse reflection is selected for optimization, then a maximum specular reflection can also be selected by entering a value in the max specular reflection field. The program will select an optical stack having a low diffuse reflection and a specular reflection equal to or less than the selected maximum value. Alternatively, if the user selects the specular reflection for optimization, then the user can enter a maximum diffuse reflection value for the optical stack.
Finally the user can click on the start button to run the optimization program. The optimization program will then calculate the diffuse reflection and specular reflection for a number of possible optical stacks and select an optical stack having a relatively low diffuse reflection and a specular reflection less than the selected maximum value. The parameters of the selected optical stack will then be output. The user can also save the optimum optical stack parameters or load a previously saved optical stack by clicking on the appropriate buttons.
The range of wavelengths and the step size for the calculations and plots can also be entered. In the example of
In one embodiment, the system 60 includes manufacturing equipment 70 coupled to the processor 62. In such an embodiment, the processor 62 outputs the output parameters directly to the manufacturing equipment which then deposits the appropriate layers and thicknesses as described in the optimization output. For example, for an optical stack 30 including a low index of refraction layer 34 in which is embedded nanowires 32 and a high index of refraction layer 38 below the low index of refraction layer 34, as well as a substrate 36 below the high index of refraction layer 38, the optimization outputs can be given to the manufacturing equipment 70 which can then deposit the layer 38 on the substrate 36 and the layer 34 on the layer 38. The foregoing system 60 is given by way of example. Many other components and software instructions can be included but which have not been described herein. When a user operates the input module 66 to input the input parameters, the input parameters are stored in the memory 64 coupled to the processor 62.
In one embodiment, the memory 64 can include an EEPROM, ROM, SRAM, DRAM, or any other suitable memory. The software instructions for performing the optimization process can be stored in the memory 64. The input instructions can be temporarily stored in the memory 64 or in a separate cache memory coupled to the processor. Any suitable components for storing the input parameters and the software instructions such that they can be read by the processor 62 can be used. Alternatively, the output from a process for selecting parameters for an optical can be used to manufacture the optical stack without manufacturing equipment physically coupled to circuitry used in selecting the optical stack parameters.
At 84, the scattering cross section of the nanowire 32 is calculated. The scattering cross section of the nanowire 32 gives an indication of the directions and magnitudes of scattering of diffusely reflected light from the nanowire 32. The nanowire 32 can diffusely reflect the light in any direction. At 86, the processor calculates the diffuse reflection based on the calculated field at the nanowire position and the scattering cross-section. In one embodiment, the diffuse reflection is estimated by calculating transfer matrices for the transmission and reflections of diffusely reflected light at each of the layer boundaries and through each of the layers in the optical stack 30.
At 88, the calculations of field at the position of the nanowire 32, the scattering cross section of the nanowire 32 and the diffusely reflected light that reaches the surface are repeatedly performed for a large number of optical stacks 30 across the range of input parameters. In one embodiment the diffuse reflection calculations are performed for a first group of optical stacks. The optical stacks of the first group can have values for layer thicknesses, indices of refraction of the layers, etc. selected to give a broad first sampling of optical stacks across the possible input ranges. For example, the first group of optical stacks can include optical stacks whose first layers respectively have a minimal thickness, a maximal thickness, and a few thicknesses spread out between. The diffuse reflections are calculated for the first group and compared to each other.
Diffuse reflection is then calculated for a second group of optical stacks. In one embodiment the parameters of the optical stacks of the second group are chosen, based in part on the diffuse reflections of the first group. For example, the second group of optical stacks includes optical stacks having one or more parameters close to one or more of the parameters of the optical stacks of the first group which yielded the lowest values of diffuse reflection. This allows the processor to find an preferred value of diffuse reflection without computing every possible optical stack within the ranges. But rather, the processor can analyze optical stacks whose parameters are most likely to have a low diffuse reflection. This process can be continued as long as desired to obtain as thorough an optimization process as time and computing power allow. In the end the processor can select the optical stack whose parameters yielded the best value of diffuse reflection. At 92, the optical stack 30 is formed by depositing layers having the characteristics corresponding to the optimum output parameters.
Materials that may be used in the layers of an optical stack fabricated in accordance with the present invention are known in the art. Examples of such materials include, for example, TiO2 (RD=1.8), polyimides (RD=1.7), as well as clear polymers embedded with high refractive index particles such as ZnO, ZrO2, and TiO2.
Table 1 shows a number of relatively low refractive index optical materials that may be used in the layers of an optical stack fabricated in accordance with the present invention.
Table 2 shows a number of relatively high refractive index optical materials that may be used in the layers of an optical stack fabricated in accordance with the present invention.
Methods of depositing optical layers having desired thicknesses using coating, printing, sputtering or other techniques are understood in the art. Regarding coating techniques in particular, Edward Cohen and Edgar Gutoff, “Modern coating and Drying Technology” (John Wiley & Sons, 1992, see pp. 11 and 25-28), which is incorporated herein by reference, discusses coating layers having desired wet film thicknesses. The dry film thickness resulting from a given wet film thickness depends on the composition of the coating solution used and is understood by those of ordinary skill. Methods of coating and printing nanowire conductive layers are disclosed, for example, in U.S. Pat. No. 8,094,247 and U.S. patent applications Ser. Nos. 12/380,293 and 12/380,294, each of which is incorporated by reference herein.
At 99, the scattering cross section of the nanowire 32 is calculated. The scattering cross section of the nanowire 32 is an indication of the magnitude of diffusely reflected light scattered in each direction within the optical stack 30. At 100, transfer matrices are calculated for diffusely reflected light scattered in all directions from the nanowire 32 within the optical stack 30. The transfer matrices give the portion of the diffusely reflected light that reaches the surface 37 of the optical stack 30.
At 102, the processor checks to see if more iterations of the input parameters are needed. In one embodiment the processor will perform the diffuse reflection calculations for a first group of optical stacks. For example, if the range of possible thicknesses of the first layer is between 50 nm and 200 nm, the processor can compute values of diffuse reflection for the minimum and maximum thicknesses, as well as for a few thicknesses in between while holding other parameters constant. The values of diffuse reflection are compared and the processor selects the next iteration of values based on the comparisons of the diffuse reflections of the first group of optical stacks. The processor chooses the parameters for the next iteration at 104 and the processor performs the calculations for specular reflection, field at the nanowire position, and diffuse reflection for the new set of parameters. At 106, the processor selects a preferred diffuse reflection from the set of diffuse reflections that have been calculated for the range of input parameters and outputs the particular preferred parameters of the optical stack 30 that produce the preferred diffuse reflection.
While particular layers, thicknesses, and properties of an optical stack 30 have been described herein, many other suitable configurations of optical stacks are possible, including more or fewer layers, multiple layers of nanostructures, or any other suitable characteristics. All such stacks fall within the scope of the present disclosure.
Likewise, while the present disclosure has disclosed particular methods for optimizing optical characteristics of an optical stack 30, many other suitable variations in the method are possible. For example, the field, specular reflection, and diffuse reflection can be approximated in other ways while still falling within the scope of the present disclosure. More, fewer, or different parameters can be input to a processor to optimize the stack. Likewise, optimization can be performed in regards to other parameters aside from the specular and diffuse reflection. The word optimum should not be understood to mean the best possible configuration, but rather one value or configuration preferred above other values or configurations. Likewise, an optimum reflectance does not necessarily mean the lowest reflectance, but rather a desired reflectance among the possible reflectances.
The various embodiments described above can be combined to provide further embodiments. All of the U.S. patents, U.S. patent application publications, U.S. patent application, foreign patents, foreign patent application and non-patent publications referred to in this specification and/or listed in the Application Data Sheet are incorporated herein by reference, in their entirety. Aspects of the embodiments can be modified, if necessary to employ concepts of the various patents, application and publications to provide yet further embodiments.
These and other changes can be made to the embodiments in light of the above-detailed description. In general, in the following claims, the terms used should not be construed to limit the claims to the specific embodiments disclosed in the specification and the claims, but should be construed to include all possible embodiments along with the full scope of equivalents to which such claims are entitled. Accordingly, the claims are not limited by the disclosure.
Number | Date | Country | |
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61556114 | Nov 2011 | US | |
61598239 | Feb 2012 | US | |
61621359 | Apr 2012 | US | |
61678886 | Aug 2012 | US |