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Ultra-heavy plate is widely used in construction machinery, ship building, ocean engineering and pressure vessels, etc. Laminar cooling processes is used in hot-rolled plate manufactory, since it is crucial to the quality of production except of alloying elements and the mechanical properties of plate are directly determined by the cooling curve and finished cooling temperature of plate.1–5) Han and Lee et al.6) use the thermo dynamic model to estimate the spatial distribution of strip temperature, but the measurements are not used to correct the dynamic model’s outputs. In order to precisely estimate the spatial distribution of strip transient temperature, Serajzadeh and Karimi et al.7) use measurement signals to correct the results estimated only by model, and then to restrain the disturbances. Fortunately, due to the rough production environment including high temperatures, water vapor and vibrations in ultra-heavy plate rolling process, measurements for feedback control like hot strip rolling8) are difficult or impossible, in particular for the full Temperature Control Technology by Finite Difference Scheme with Thickness Unequally Partitioned Method in Gradient Temperature Rolling Process