One of the standard methods for the determination of the size distribution of wood chips is the oscillating screen method (EN 15149-1:2010). Recent literature demonstrated how image analysis could return highly accurate measure of the dimensions defined for each individual particle, and could promote a new method depending on the geometrical shape to determine the chip size in a more accurate way. A sample of wood chips (8 litres) was sieved through horizontally oscillating sieves, using five different screen hole diameters (3.15, 8, 16, 45, 63 mm); the wood chips were sorted in decreasing size classes and the mass of all fractions was used to determine the size distribution of the particles. Since the chip shape and size influence the sieving results, Wang's theory, which concerns the geometric forms, was considered. A cluster analysis on the shape descriptors (Fourier descriptors) and size descriptors (area, perimeter, Feret diameters, eccentricity) was applied to observe the chips distribution. The UPGMA algorithm was applied on Euclidean distance. The obtained dendrogram shows a group separation according with the original three sieving fractions. A comparison has been made between the traditional sieve and clustering results. This preliminary result shows how the image analysis-based method has a high potential for the characterization of wood chip size distribution and could be further investigated. Moreover, this method could be implemented in an online detection machine for chips size characterization. An improvement of the results is expected by using supervised multivariate methods that utilize known class memberships. The main objective of the future activities will be to shift the analysis from a 2-dimensional method to a 3-dimensional acquisition process.
IntroductionThe size distribution of wood chips is recognized as one of the most important parameters for efficient combustion since it affects the storage, the efficiency of energy conversion and environmental emissions (Nati et al., 2010). The dimensions of wood chips are specified by the international standard EN 14961-1:2010 (CSN, 2010) ( Table 1).For fuel chips, mechanically or manually operated screening devices are commonly applied and there is a large variety of applicable systems. The reference methods for size classification of samples are EN 15149-1:2010 (CSN, 2010; oscillating screen method) and CEN/TS 15149-3:200615149-3: (CNS, 2006; rotary screen method). The average relative repeatability limits for horizontal (< 2 w-%) and rotary screenings are exceedingly low. Generally, the relative reproducibility limits based on the median values for horizontal (< 10 w-%) and rotary screening results seem acceptable. On average, reproducibility is better for horizontal screenings than for rotary screening. However, if different measuring principles are applied, particle size analysis of biofuels is associated with high measuring uncertainties (Hartmann et al., 2006).Since the chip form (shape and size) influences the sieve results, the...