Abstract: The invention is a method for controlling sootblowing in a power boiler or chemical recovery boiler. The method comprises assigning the sootblowers into a number of groups. Sootblowers within a group are generally adjacent to each other and cover heat transfer surfaces having similar fouling deposit formation characteristics. Each group will typically have up to 4 sootblowers. Every sootblower is assigned a weight factor which is the percentage of the total number of sootblowing cycles that the sootblower will be operative. Every sootblowing cycle in the boiler begins with the most upstream sootblower group and proceeds progressively through all of the other groups in the direction of the flow of combustion gases until the most downstream sootblower group is reached. By blowing in this manner the dislodged fouling deposits from the upstream heat transfer surfaces are swept in the direction of combustion gases.