← Artificial Engineering

Tutorials

Video demos on YouTube

AE's YouTube channel has a growing list of live, step-by-step demos covering all kinds of problems students meet in homework and exams for an Engineering Thermodynamics course — single states, processes, cycles, steady-flow devices and transients. Watch a problem being set up and solved in AE from start to finish, then try it yourself.

Watch the demos on YouTube →

https://www.youtube.com/@ArtificialEngineering-ai

Instructions

Artificial Engineering is a workbench for engineering thermodynamics. You describe the problem the way your textbook does — the kind of problem, the substance, the physical system, and the numbers you were given — and AE derives every valid path to the answer and walks you through the one you choose, step by justified step.

How it works

AE does not recall memorised worked examples. It builds the governing equations from the system you drew, pulls property values from real tables, and searches for combinations that close the problem. Every line it shows you is an equation it is entitled to write, with its assumption named beside it.

  1. 1 AnalysisSay what kind of problem it is.
  2. 2 SubstancesName the working substance.
  3. 3 SchematicDraw the physical system: control volumes, ports, connections.
  4. 4 SpecificationsEnter states, givens, assumptions, and what is to be found.
  5. 5 SolveAE enumerates the solution paths and explains each step.

The stages unlock in order, and each locked stage tells you in plain language what it is waiting for. Property tables, constants, units and Q&A stay one click away the whole time.

Step by step, by type of system

TS

Single state — one point in time, one condition

Use it when: You are asked for a property at one condition: quality, specific volume, enthalpy, or which phase the substance is in.

  1. Analysis: choose a single-state problem.
  2. Substances: name the substance (for example Water, R-134a, Air).
  3. Schematic: place one control volume. A closed container with no flow still counts as the physical system.
  4. Specifications: add one state and enter the two independent properties you were given (for example p and T, or T and quality).
  5. Specifications: mark the property you want as to-be-found.
  6. Solve: AE looks the state up in the property tables and shows the interpolation it used.

If you only know one property, AE will say one more independent property is required — that is the same rule you use by hand.

QS

Quasistatic process — one system moving between states

Use it when: A closed mass expands, is compressed, is heated or is stirred, going from state 1 to state 2, or through a chain of such processes.

  1. Analysis: choose a process between states, and say how many states there are.
  2. Substances: assign the substance to the control volume.
  3. Schematic: place the control volume and add the heat and work ports the problem describes (a piston does boundary work, a paddle does shaft work).
  4. Specifications: fill in state 1 and whatever you know of state 2.
  5. Specifications: add the process condition — constant pressure, constant volume, isothermal, polytropic, adiabatic — and any piston conditions such as stops or a spring.
  6. Specifications: mark the unknowns (Q, W, T2, ...) as to-be-found.
  7. Solve: AE applies the energy and entropy balances for the closed system and shows every valid path to the answer.
  8. For a chain, repeat the process entry for 1→2, 2→3, and so on; AE carries the end state forward.

Enter what the problem states, not what you have already derived — AE derives the rest and shows the steps.

CY

Cycle — the system returns to its starting state

Use it when: A power cycle, a refrigeration cycle, or any closed loop of processes.

  1. Analysis: choose a cycle.
  2. Substances: assign the working substance.
  3. Schematic: lay out the cycle — for a closed cycle one control volume stepping through the states, for a plant the components in a loop.
  4. Specifications: enter each leg as a process with its condition (isentropic, constant pressure, isothermal, ...).
  5. Specifications: give the known state properties and the known heat or work terms.
  6. Specifications: mark net work, thermal efficiency or coefficient of performance as to-be-found.
  7. Solve: AE closes the loop with the cycle identity that the properties must return to their starting values, then reports the per-leg and net results.

Because the cycle must close, you usually need fewer givens than legs — AE tells you when it has enough.

SS

Steady flow — mass runs through devices at steady state

Use it when: Turbines, compressors, pumps, nozzles, valves, heat exchangers, mixing chambers, or a whole plant, operating steadily.

  1. Analysis: choose steady flow.
  2. Substances: name the substance in each stream.
  3. Schematic: place one control volume per device, add inlet and outlet ports, and wire the streams between devices.
  4. Schematic: add heat and work ports where the device exchanges them.
  5. Specifications: enter the inlet and outlet state properties and the mass flow rates you were given.
  6. Specifications: add device assumptions — adiabatic, isentropic, negligible kinetic and potential energy, no pressure drop.
  7. Specifications: mark the outputs you need (power, exit temperature, efficiency, ...).
  8. Solve: AE writes the steady mass, energy and entropy balances for each control volume and solves the network.

Direction matters: mark each interaction as in or out. AE uses that sign, so you never have to guess the sign convention.

TA

Transient — filling, emptying, or anything changing with time

Use it when: A tank being charged or discharged, a vessel blowing down, a system warming up over an interval.

  1. Analysis: choose transient.
  2. Substances: assign the substance.
  3. Schematic: place the control volume and add the ports that carry mass in or out during the interval, plus any heat or work port.
  4. Specifications: enter the initial state inside the control volume and the state of the entering or leaving stream.
  5. Specifications: enter the final state as far as you know it, plus the mass or amount transferred if given.
  6. Specifications: add the interval assumptions — rigid, adiabatic, uniform state, constant inlet condition.
  7. Specifications: mark the final temperature, final mass, heat transfer or work as to-be-found.
  8. Solve: AE integrates the mass and energy balances over the interval and shows each step.

The stream state and the state inside the control volume are different states — enter both.

Getting the most out of AE

  • Try the problem by hand first, then use AE to get unstuck or to check your turn.
  • Enter only what the problem gives you; let AE derive everything else.
  • If AE says something is over-specified, you have entered a value you actually derived — remove it and see whether the answer still follows.
  • Change one given and re-solve to explore what-if behaviour.