This paper presents a new reconfiguration procedure, named power comparison technique (PCT), to extract maximum power from photovoltaic arrays. PCT introduces optimum configuration and maximum power point (MPP) of photovoltaic arrays in partial shading conditions. PCT finds absolute MPP and its corresponding configuration via comparing whole peaks of power-voltage (P-V) curve of a photovoltaic (PV) array. This will ensure that the right-hand peaks of absolute MPP have been removed. This logic comes to help algorithm of MPP tracking to identify the absolute peak. This approach is applicable for any topology of PV arrays (series-parallel and total-cross-tied, here). Simulations show better (or at least equal) reconfiguration results by the proposed method in comparison to the previous works reviewed. Results represent about 8% increase in mean output power based on the studied cases.