How a Pool Computes its Primary Output (the Quantity)

Numerically, GoldSim approximates the integral represented by a Pool A stock element that integrates and conserves flows of materials. A Pool is a more powerful version of a Reservoir (it has additional features to more easily accommodate multiple inflows and outflows). as a sum:

In these equations, ∆t_i is the timestep A discrete interval of time used in dynamic simulations. length just prior to time t_i (typically this will be constant in the simulation), and Quantity(t_n) is the value at end of timestep n. Note that the Quantity at time t_i is a function of the Inflows and Outflows at previous timesteps (but is not a function of these flows at time t_i).

Note that if you specify Upper or Lower Bounds for a Pool, the equation shown above is constrained by the specified bounds (i.e., the Quantity cannot exceed the Upper Bound and can not be less than the Lower Bound).

Pools, Reservoirs and Integrators use the same numerical integration An approximate solution to an integral equation, carried out by discretizing a variable (e.g., time) into discrete intervals. method, referred to as Euler Integration A simple and commonly used numerical integration method.. A simple example illustrating this integration method is provided in the topic discussing how an Integrator element An stock element that integrates rates. computes its output.

The key assumption involved in this integration method is that at any point in time, the rates (Inflows and Outflow Requests) represent the rates over the next timestep, and those rates are assumed to be constant over the timestep. Euler Integration is discussed in additional detail in Appendix F of the GoldSim User’s Guide.

Note: Euler integration is the simplest and most common method for numerical integration. However, if the timestep is large, this method can lead to significant errors. This is particularly important for certain kinds of systems in which the error is cumulative (e.g., sustained oscillators such as a pendulum). In these cases, these errors can be reduced by using Containers with Internal Clocks, which allow you to locally use a much smaller timestep.