diff --git a/tutorials.md.in b/tutorials.md.in
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--- a/tutorials.md.in
+++ b/tutorials.md.in
@@ -10,6 +10,7 @@ Ignition @IGN_DESIGNATION_CAP@ library and how to use the library effectively.
 1. \subpage introduction "Introduction"
 2. \subpage installation "Installation"
 3. \subpage physicsplugin "Understanding the Physics Plugin"
+4. \subpage switchphysicsengines "Switching physics engines"
 
 ## License
 
diff --git a/tutorials/04-switching-physics-engines.md b/tutorials/04-switching-physics-engines.md
new file mode 100644
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@@ -0,0 +1,129 @@
+\page switchphysicsengines Switching physics engines
+
+This tutorial describes how to switch between physics engines in Ignition Physics
+when using Ignition Gazebo.
+Ignition Physics enables Ignition Gazebo to choose flexibly what physics engine
+to use at runtime.
+By default, Ignition Gazebo uses the [DART](https://dartsim.github.io/) physics
+engine.
+
+Downstream developers may also integrate other physics engines by creating new
+Ignition Physics engine plugins.
+See \ref tutorials "Ignition Physics'" tutorials to learn how to integrate a
+new engine.
+
+## How Ignition Gazebo finds physics engines
+
+Ignition Gazebo automatically looks for all physics engine plugins that are
+installed with Ignition Physics.
+At the time of writing, there are two physics engines available (more detail
+in \ref physicsplugin "Physics plugin tutorial"):
+- **DART**: `ignition-physics-dartsim-plugin`.
+- **TPE**: `ignition-physics-tpe-plugin`.
+
+If you've created a custom engine plugin, you can tell Ignition Gazebo where to
+find it by setting the `IGN_GAZEBO_PHYSICS_ENGINE_PATH` environment variable to
+the directory where the plugin's shared library can be found.
+
+For example, if you've created the following physics engine shared library on Linux:
+
+`/home/physics_engines/libCustomEngine.so`
+
+You should set the variable as follows:
+
+```bash
+export IGN_GAZEBO_PHYSICS_ENGINE_PATH=/home/physics_engines
+```
+
+If you have several libraries installed in different paths, you can add more
+paths separated by a colon, for example:
+
+```bash
+export IGN_GAZEBO_PHYSICS_ENGINE_PATH=/home/physics_engines:/home/more_engines
+```
+
+For additional environment variables that Ignition Gazebo finds other plugins
+or resources, you can see them by:
+
+```bash
+ign gazebo -h
+```
+
+## Pointing Ignition Gazebo to physics engines
+
+There are a few different ways of telling Ignition Gazebo which engine to load.
+
+In any way, the standard naming for your plugin's shared library is to have a
+`lib` prefix and the file extension.
+Following this naming convention, the name should be `libCustomEngine.so` but
+the `CustomEngine` could also work.
+
+### From SDF
+
+You can specify in Ignition Gazebo which engine to load from the SDF world file
+by giving the shared library name to the `Physics` plugin tag.
+For the example above, you can load it like this:
+
+```{.xml}
+<plugin
+  filename="ignition-gazebo-physics-system"
+  name="ignition::gazebo::systems::Physics">
+  <engine>
+    <filename>CustomEngine</filename>
+  </engine>
+</plugin>
+```
+
+### From the command line
+
+Alternatively, you can choose a plugin from the command line using the
+`--physics-engine` option, for example:
+
+```bash
+ign gazebo --physics-engine CustomEngine
+```
+
+### From C++ API
+
+All features available through the command line are also available through
+[ignition::gazebo::ServerConfig](https://ignitionrobotics.org/api/gazebo/4.0/classignition_1_1gazebo_1_1ServerConfig.html).
+When instantiating a server programmatically, a physics engine can be passed to
+the constructor, for example:
+
+```
+ignition::gazebo::ServerConfig serverConfig;
+serverConfig.SetPhysicsEngine("CustomEngine");
+
+ignition::gazebo::Server server(serverConfig);
+```
+
+## Troubleshooting
+These are common error messages that you may encounter:
+
+> Failed to find plugin [libCustomEngine.so]. Have you checked the
+IGN_GAZEBO_PHYSICS_ENGINE_PATH environment variable?
+
+Ignition Gazebo can't find out where `libCustomEngine.so` is located.
+
+If that's an engine you believe should be installed with Ignition Physics,
+check if the relevant plugin is installed.
+
+If that's a 3rd party engine, find where the `.so` file is installed and add
+that path to the environment variable as described above.
+
+> Unable to load the [/home/physics_engines/libCustomEngine.so] library.
+
+There was some problem loading that file. Check that it exists, that you have
+permissions to access it, and that it's a physics engine plugin.
+
+> No plugins with all required features found in library
+[/home/physics_engines/libCustomEngine.so]
+
+This means that there are plugins on that library, but none of them satisfies
+the minimum requirement of features needed to run an Ignition Gazebo simulation.
+Be sure to implement all the necessary features.
+
+> Failed to load a valid physics engine from [/home/physics_engines/libCustomEngine.so]
+
+Some engines were found in that library, but none of them could be loaded.
+Check that the engines implement all the necessary features.