IM 2020 September 20 | Page 65

PASTE & TAILINGS 2020 The controlled variables in the optimising system are underflow density (kg/m 3 ), overflow solids content (%), bed mass (%), bed level (m) and rake torque (%) Solution architecture The new solution implemented at Yara, the Thickener Optimizer, is based on the Outotec Advanced Control Tools (ACT) platform. This platform is a dedicated environment developed especially for advanced process control solutions. In the Yara paste plant project, a high level of system integration was desired. The controller user interface, alarms, interlockings, history data and documentation were therefore all implemented into the customer DCS, giving operators full functionality from the interface also used for plant control. The Thickener Optimizer solution also included a remote monitoring capability, which enables controller performance monitoring, tuning, and support. Controller setup and KPIs The controlled variables in the optimising system are underflow density (kg/m 3 ), overflow solids content (%), bed mass (%), bed level (m) and rake torque (%). Underflow density was selected as a primary control variable, which has a precise target value and the highest priority during normal operation. Overflow solids is the second most important variable. Overall, the system should run with minimal flocculant dosage to minimise plant operating costs. Operational results The Thickener Optimizer has been in use at the Yara paste plant since May 2017. The experiences have been good, and operators have adopted the controls well in their daily toolkit. Since start-up, the controls have been in continuous use. It is only during exceptional situations such as underflow line flushing or maintenance work that manual operations are needed. Overall, the control solution’s utilisation rate has been over 92%. The basic operating principle is to run the system with the highest possible density that still ensures trouble-free pumping. In practice, this means the operator adjusts the density target value in accordance with the observed pumping behavior and the discharged slurry visuals. As the paste plant is operating very close to the corner point in the solids content vesus yield stress curve, even a very small 10-20 kg/m 3 change in density makes a remarkable difference in pumping resistance. One of the key targets was continuous operation with 68-70% underflow solids content. As seen from site trend lines (June-Aug 2017), the actual operating window of both thickeners is 66-68%. Actual operating values are slightly lower than original targets due to the targeted beach slopes having already exceeded this operating range, so there was no requirement for higher solids content. Since the paste plant started up in February 2017, it has delivered a consistent performance level. One year of operation has shown overall plant availability at over 97%. Underflow solids content is kept continuously on the required operating window and the achieved average beach slope angles are over 3.5 degrees. Average solids content in February-November 2017 has been 67.5% and the overall solids content operating range 66-69%. The main variation comes from density set-point changes carried out by the operator. In the below figure, the solids content target value calculated from the actual density target is shown as a blue line, and the measured value with a green line. One of control system’s benefits is the 10-20% overall reduced flocculant consumption. Since overall tonnage is high, this means remarkable savings in plant operating costs. A major long-term target for Yara is remote paste plant operation from the main concentrator plant. Currently, the plant is partially manned, operating both autonomously and remotely from the main plant during night shifts. The next step is to gradually move to fully-remote operation. Conclusion With Metso Outotec’s Thickener Optimizer solution, the paste thickeners can consistently run with high and stable underflow solids content of 66-68%, regardless of challenging mineralogy and tailings feed rate variation. This results in average beach slope angles of 3.5 degrees (6.1%) in the tailings disposal area. Additionally, the control pushes the system towards the minimum use of flocculant, delivering 10-20% savings in flocculant costs. The optimising controller also helps in underflow pumping, as it keeps the process in its operation window, with fewer manual operations required. The measured and proven outcome has significantly improved the customer’s sustainability targets. IM Solids content variability (measured value is green, target value is blue). Actual Jun-Aug 2017 SEPTEMBER 2020 Supplement | International Mining P13