It has been reported that the size and shape of the pores depend on the structure of the base metal, the type of electrolyte, and the conditions of the anodizing process. The paper presents thin Al2O3 oxide layer formed under hard anodizing conditions on a plate made of EN AW-5251 aluminum alloy. The oxidation of the ceramic layer was carried out for 40–80 minutes in a three-component SAS electrolyte (aqueous solution of acids: sulphuric 33 ml/l, adipic 67 g/l, and oxalic 30 g/l) at a temperature of 293–313 K, and the current density was 200–400 A/m2. Presented images were taken by a scanning microscope. A computer analysis of the binary images of layers showed different shapes of pores. The structure of ceramic Al2O3 layers is one of the main factors determining mechanical properties. The resistance to wear of specimen-oxide coating layer depends on porosity, morphology, and roughness of the ceramic layer surface. A 3D oxide coating model, based on the computer analysis of images from a scanning electron microscope (Philips XL 30 ESEM/EDAX), was proposed.
Nanotechnology is a new research approach, which refers to the understanding and improvement of the properties of matter on the nanoscale. In such a dimension, matter shows completely different and often surprising properties, as a result of which the traditional boundaries between scientific and technical disciplines become blurred. Anodic oxide conversion coatings obtained in the electrodeposition process are the components of a wide variety of nanostructures, such as photonic crystals, metamaterials, and microelements. They can also be used as matrices for the production of nanotubes or nanowires [
A number of theories presented in the literature, which deal with the structure, formation mechanisms, and the forming of Al2O3 coatings, result from the analysis of microscopic images and physicochemical properties of the coatings. The first author of Al2O3 coating formation theory was Csokan [
Al2O3 oxide layer models by (a) KHR, (b) Sulka, and (c) Skoneczny.
Another author of oxide layer structure formation theory was Sulka [
The oxide coating layer model proposed by Skoneczny is shown in Figure
Anodic coatings produced on aluminum are applied in tribology to increase the hardness, as well as to improve wear resistance and corrosion resistance. Physicochemical characteristics of anodic oxide coatings (AOC) are determined on the basis of the examination of their structure and morphology, which have a decisive influence on the tribological properties. The latter, in lubricant-free polymer/layer systems, depend mainly on the porosity, morphology, and roughness of the oxide layer’s surface and the substrate material used. The type of the electrolyte used has a fundamental influence on the appearance and, consequently, the tribological properties of the oxide layer. Different acids or their mixtures can form the electrolyte. Parameters such as current density, anodizing time, temperature of electrolysis, electrolyte stirring rate, and the type of base material are of importance. Controlling them allows us to obtain coatings with predefined properties [
Phases of forming the Al2O3 layer by means of hard anodizing: (a) the formation of a barrier layer, (b) local field distribution caused by surface fluctuations in the surface, (c) the formation of pores through layer’s dissolution, and (d) stable growth of the layer.
Analysis of images from a scanning microscope presented in the literature has shown that multiple structures of the oxide layers’ surface morphology can be obtained, depending on the applied conditions of their formation through anodizing (Figures
SEM bottom view of a porous alumina layer prepared in different conditions: (a) H3PO4, 160 V, 276.15 K [
Based on a computer analysis of the microscopic images obtained, an attempt was made to reproduce the real surface morphology of the Al2O3 layer in a program (SFO 2012) [
The EN AW-5251 aluminum alloy was the base for Al2O3 layer. The chemical composition of EN AW-5251 is as follows: Mg, 1.9%; Mn, 0.26%; Si, 0.2%; Fe, 0.32%; Cu, 0.05%; Zn, 0.01%; Cr, 0.02%; Ti, 0.02%; and Al, 97.2%. It was chosen because of its good mechanical properties and a scanty content of admixtures of other elements, which facilitated the formation of the oxide layer. Coatings were produced in the anodizing system on rolled sheet metal strips of an area of 1 × 10−3 m2 and thickness of 4 × 10−3 m.
Prior to the oxidation process, the surfaces of the samples were etched in a 5% solution of KOH and next, in order to reverse the etching reaction, tin-plated in a 10% HNO3 solution. Distilled water was used for rinsing after the etching and tin-plating procedures. Oxidation of the properly prepared sample surfaces was carried out in a SAS solution of the following acids: sulfuric 33 ml/l, adipic 67 g/l, and oxalic 30 g/l. Temperature of the electrolyte was 293–313 K, current density was 200–400 A/m2, and oxidation time was 40–80 minutes. The electrolyte was stirred at a constant rate of 150 rpm. The production parameters of the individual samples are presented in Table
Parameters controlled by hard anodizing process.
Parameters marking | Current density [A/m2] | Electrolyte temperature [K] | Oxidation time [min] |
---|---|---|---|
A | 200 | 293 | 40 |
B | 300 | 303 | 60 |
C | 400 | 313 | 80 |
The anodizing samples with a deposited oxide layer (Figure
Morphology of the oxide layer: (a) sample A, (b) sample B, and (c) sample C.
Analysis of the chemical composition was performed on a transverse microsection of the Al2O3 layer produced on an aluminum alloy in a three-component electrolyte in order to corroborate and examine the amounts of elements of which the oxide layer is built. It showed that the obtained oxide layer contained atomically 56.8% of aluminum and 43.2% of oxygen (Figure
Results of the chemical composition analysis of the substrate and Al2O3 layer.
As a result of the stoichiometry calculations, its chemical composition should include 52,92% of aluminum and 47,08% of oxygen.
To examine the Al2O3 layer’s morphology and structure obtained from scanning electron microscopy images, a computer image analysis in the ImageJ program (v1.46) was used (Figures
Morphology of the oxide layer produced in the electrolyte SAS: (a) SEM image and (b) binary image.
Structure of the oxide layer produced in the electrolyte SAS: (a) SEM image zoom 30,000x and (b) binary image.
Using the properties of triangles inscribed in a circle, the properties of circles, their mutual positions between one another, and the properties of flat angles, as well as taking advantage of transformations of trigonometric functions of a triangle, the analytical solution was proposed.
The analytical solution was implemented in C++ language, the outcome of which was program code.
According to Skoneczny’s theory [
The modeled pores in the shape of (a) triangle, (b) rhombus, (c) pentagon, and (d) hexagon.
Based on the structure and morphology images of the Al2O3 layer, a vision of the appearance and structure of the oxide coating was obtained. A columnar model of the coating was created using CAD (Figure
Oxide coating Al2O3 model: (1) micropores, (2) nanopores, and (3) ceramic fibers.
The program was written according to the procedural algorithm: Objective: to simulate the morphology of a coating and to optimize the surface topography at its design stage Data: types of fiber orientations and computer analysis of SEM images Problem: a program building the structure of an oxide coating Problem analysis: programming fiber groups and their orientations, a mathematical study, and implementation of data, objects, and classes Outcome: an application simulating the fiber orientation in a coating
The operation of the program begins with the drawing of fiber groups from point 0.0 located in the top left-hand corner of the result window. The drawing area is 1000 × 500 px. The program performs a random distribution of the groups using mathematical prediction of events by means of the Monte Carlo method. It draws for one of the nanopore groups in the shape of a triangle, a pentagon, or a hexagon. A group of quadrangle nanopores is created from a combination of pentagon and hexagon groups. Image analysis showed 705 complete fiber objects that form the Al2O3 coating on the working screen of the program. The result of the operation of the application is the proposed image of the oxide coating morphology (Figures
Regular groups of fibers: (a) SEM photos of AOC, (b) a window of the SFO program simulation of fiber orientation, and (c) SEM photos of AOC with markers of fiber orientation.
In Table
The surface measurements of nanopores.
Measured from | The shape of nanopores | |||
---|---|---|---|---|
Triangle [nm2] | Rhombus [nm2] | Pentagon [nm2] | Hexagon [nm2] | |
SFO program | 981 | 5223 | 13227 | 25000 |
SEM image | 1003 | 5169 | 13656 | 26696 |
The surface measurements of nanopores were made using computer image analysis in ImageJ program. The application allows binarization, grouping, and calculating surface area of objects of analyzed images. Measurements are shown for exemplary sample B. The size and shape of pores depend on the substrate metal structure, the type of electrolyte, and the conditions in which the anodizing process is conducted. Nanopores, which are the result of aluminum oxide fibers contacting one another, as well as of their arrangement and growth, are formed in a perfect columnar structure without energy interference. The cross section of a pore has in that case the shape of an equilateral triangle whose sides are covered with an arc formed from a segment of a fiber. The structures of fibers creating macropores were also modeled. The macropores were formed as a result of transformation of the energy interference in the substrate structure into an oxide coating, and they took the shape of a rhombus, a quadrangle, a pentagon, or a hexagon. The appearance of a morphology obtained from a combination of various nanopores and micropores was proposed (Figure
The geometric structure of the surface is one of the most important properties of the Al2O3 coating which affects, to a large degree, its tribological characteristics in nonlubricated sliding systems.
The proposed computer model of the oxide coating’s morphology built in the SFO 2012 program is an attempt to reconstruct the real system in a computer program in order to better understand and illustrate possible solutions to the investigated problem. The simulation uses a mathematical model written in the form of a computer program. The model is a simplified version of the actual system and illustrates the ongoing processes in an approximate way. The conceptual model consists of a number of assumptions that reduce the examined problem and the real area of analysis to their simplified counterparts that are acceptable in the context of the purpose of the modeling and simulation.
The abstract of the article was included as a summary of the poster presented at the ICMCTF 2013 Conference:
The authors declare that they have no conflicts of interest.