An implicit and explicit dual model predictive control formulation for a steel recycling process

•Dual control achieves optimal trade-off: cost minimization and uncertainty reduction.•Implicit formulation embeds explore-exploit trade-off in the optimization problem.•Explicit formulation adds exploration term to encourage active exploration.•Simulations prove superiority of dual control formulations for steel recycling.