Bilateral practice of industrial mathematics in steel making process

On the basis of our 10-year experiences of collaborating researches by mathematicians in academia and engineers from industry, we present a control problem in blast furnace as example of bilateral practice of industrial mathematics which is really used in factory. Moreover we discuss a desirable style of industrial mathematical collaboration by mathematicians and engineers.