Brownstock washers are industrial filtration systems used in pulp manufacturing to separate spent cooking chemicals (black liquor) from wood pulp fibers. Optimizing their operation is critical for chemical recovery efficiency and for reducing the thermal energy required in downstream evaporation stages.