Will AI Replace Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic?

Read production schedules and work orders to determine processing sequences, furnace temperatures, and heat cycle requirements for objects to be heat-treated.

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

Record times that parts are removed from furnaces to document that objects have attained specified temperatures for specified times.

Routine cognitive or manual task with high vulnerability to automation.

Adjust controls to maintain temperatures and heating times, using thermal instruments and charts, dials and gauges of furnaces, and color of stock in furnaces to make setting determinations.

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

Start conveyors and open furnace doors to load stock, or signal crane operators to uncover soaking pits and lower ingots into them.

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

Set up and operate or tend machines, such as furnaces, baths, flame-hardening machines, and electronic induction machines, that harden, anneal, and heat-treat metal.

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

Remove parts from furnaces after specified times, and air dry or cool parts in water, oil brine, or other baths.

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

Move controls to light gas burners and to adjust gas and water flow and flame temperature.

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

Instruct new workers in machine operation.

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

Determine flame temperatures, current frequencies, heating cycles, and induction heating coils needed, based on degree of hardness required and properties of stock to be treated.

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

Determine types and temperatures of baths and quenching media needed to attain specified part hardness, toughness, and ductility, using heat-treating charts and knowledge of methods, equipment, and metals.

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

Examine parts to ensure metal shades and colors conform to specifications, using knowledge of metal heat-treating.

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

Set and adjust speeds of reels and conveyors for prescribed time cycles to pass parts through continuous furnaces.

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

Load parts into containers and place containers on conveyors to be inserted into furnaces, or insert parts into furnaces.

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

Test parts for hardness, using hardness testing equipment, or by examining and feeling samples.

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

Signal forklift operators to deposit or extract containers of parts into and from furnaces and quenching rinse tanks.

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

Mount workpieces in fixtures, on arbors, or between centers of machines.

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

Reduce heat when processing is complete to allow parts to cool in furnaces or machinery.

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

Mount fixtures and industrial coils on machines, using hand tools.

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

Heat billets, bars, plates, rods, and other stock to specified temperatures preparatory to forging, rolling, or processing, using oil, gas, or electrical furnaces.

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

Position stock in furnaces, using tongs, chain hoists, or pry bars.

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

Repair, replace, and maintain furnace equipment as needed, using hand tools.

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

Clean oxides and scales from parts or fittings, using steam sprays or chemical and water baths.

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

Stamp heat-treatment identification marks on parts, using hammers and punches.

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