Will AI Replace Metal-Refining Furnace Operators and Tenders?

Regulate supplies of fuel and air, or control flow of electric current and water coolant to heat furnaces and adjust temperatures.

Semi-structured task combining routine and non-routine responsibilities.

Draw smelted metal samples from furnaces or kettles for analysis, and calculate types and amounts of materials needed to ensure that materials meet specifications.

Semi-structured task combining routine and non-routine responsibilities.

Weigh materials to be charged into furnaces, using scales.

Semi-structured task combining routine and non-routine responsibilities.

Record production data, and maintain production logs.

Routine cognitive or manual task with high vulnerability to automation.

Observe air and temperature gauges or metal color and fluidity, and turn fuel valves or adjust controls to maintain required temperatures.

Semi-structured task combining routine and non-routine responsibilities.

Operate controls to move or discharge metal workpieces from furnaces.

Semi-structured task combining routine and non-routine responsibilities.

Inspect furnaces and equipment to locate defects and wear.

Semi-structured cognitive task involving analysis, inspection, or monitoring.

Drain, transfer, or remove molten metal from furnaces, and place it into molds, using hoists, pumps, or ladles.

Semi-structured task combining routine and non-routine responsibilities.

Kindle fires, and shovel fuel and other materials into furnaces or onto conveyors by hand, with hoists, or by directing crane operators.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Prepare material to load into furnaces, including cleaning, crushing, or applying chemicals, by using crushing machines, shovels, rakes, or sprayers.

Semi-structured task combining routine and non-routine responsibilities.

Remove impurities from the surface of molten metal, using strainers.

Semi-structured task combining routine and non-routine responsibilities.

Observe operations inside furnaces, using television screens, to ensure that problems do not occur.

Semi-structured task combining routine and non-routine responsibilities.

Sprinkle chemicals over molten metal to bring impurities to the surface.

Semi-structured task combining routine and non-routine responsibilities.

Direct work crews in the cleaning and repair of furnace walls and flooring.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Scrape accumulations of metal oxides from floors, molds, and crucibles, and sift and store them for reclamation.

Semi-structured task combining routine and non-routine responsibilities.