Continuous-Time and Discrete-Time Models

Navigation:  Editor > Using Models >

Continuous-Time and Discrete-Time Models

Previous pageReturn to chapter overviewNext page

In 20-sim you can model continuous-time systems, discrete-time systems and combinations of continuous-time systems and discrete-time systems (hybrid) systems. By default, models in 20-sim are continuous-time, and simulated using continuous-time integration methods. However, the program will automatically identify discrete-time parts in a model and simulate them at a fixed rate.

Continuous-Time

Continuous-time models describe real-world processes. To simulate a continuous-time model, the model will be calculated many steps per second to get a result that is a good representation of the real-world process. If you model a car suspension system, about 100 steps per second might be sufficient to give a good representation of the behaviour of the car. If you model an electronics circuit, 100.000 steps per second might be required. The default integration method in 20-sim will automatically choose the required steps per second.

Discrete-Time

Discrete-time models describe processes that run on computers at a fixed rate. To simulated a discrete-time model, you only have to indicate the rate at which the model should be calculated. This is called the sample rate or sample frequency. The sample rate of a discrete-time part can be set in the Simulator.

Mixed Models

In 20-sim you can model in continuous-time and discrete-time. Mixed models containing discrete-time parts and continuous time parts are supported as well.  The example below shows a continuous time model of a PI-controlled system at the top. At the bottom the same system is shown with a discrete time controller and a continuous-time system. The discrete-time part is indicated by green input and output lines.

ContinuousDiscreteTime

Discrete-time parts of a model are indicated by green inputs and outputs.

Identification of Discrete-Time Parts

In 20-sim every model is continuous-time by default. Discrete-time parts of a model are identified by the occurrence of special functions:

sample
hold
next
previous
sampletime

Normally these functions are hidden in the equations that describe a submodel, but 20-sim will automatically recognize that the input or output of such a function should be discrete-time. If the output is discrete-time it is propagated to the next function, which output is then also "tagged" as discrete-time, and so on until the whole discrete-time part of a model is identified. A discrete time part of a model is indicated by green inputs and outputs (see previous picture).

Connection

Continuous-time parts of a model can be connected to discrete-time parts, by using the functions:

sample: The sample function has a discrete-time input and continuous-time output.
hold: The hold function has a continuous-time input and a discrete-time output.

You can find these functions for example in the following library models:

DA.emx (Discrete to Analog Converter)
AD.emx (Analog to Digital Converter)
Encoder.emx (Optical Encode)

Forbidden Functions

In a discrete part of a model, certain functions are not allowed, because they are specifically meant for the use in continuous-time models:

algebraic
constraint
ddt
dly
event
eventdown
eventup
frequencyevent
int
limint
tdelay
timeevent

If you use a library model that contains such a function in a discrete-time part, an error message will be given.