The transient convective burning of n-octane droplets interacting within double-layer arrays in a hot gas flow perpendicular to the layers is studied numerically, with considerations of droplet surface regression, deceleration and relative movement due to the drag of the droplets, internal liquid motion, variable properties, non-uniform liquid temperature and surface tension. Each layer in the double-layer array is a periodic droplet array aligned orthogonal to the free stream direction. The droplets in different layers are arranged either in tandem or staggered. Several different flame structures are found for the double-layer arrays. The transient behaviors of the droplets in both upstream and downstream layers are studied and compared, for various initial relative stream velocity and initial transverse droplet spacing. The average surface temperature and vaporization rate for the front (or upstream) droplets and back (or downstream) droplets are influenced by the flame structure. The front droplets in a double-layer array behave similarly to the droplets in a single-layer array for the streamwise droplet spacing considered in this study. The back droplets approach the front droplets because they generally have lower drag. (C) 2011 The Combustion Institute. Published by Elsevier Inc. All rights reserved.