The advanced continuous control regarding the efficiency and emissions optimization has been developed and tested on a commercially available boiler. The boiler is designed for combustion of wooden and alternative (e.g. grain, hay) pellets of diameter 6 – 8 mm. Nominal power output of the boiler is 25 kW for wooden pellets. For all experiments 6 mm softwood pellets have been used.