Overview
Reaction Wheels (Torque Rods) are ways of controlling a vehicle in a microgravity environment by storing angular momentum in spinning disks and discharging it as necessary to apply control forces.
Theory of Operation
The relevant starting equations are:
\tau = I\alpha and H = I \Omega
Where \tauis the torque on a vehicle, H is the angular momentum of the vehicle, and Iis the inertia tensor of the vehicle.
From conservation of angular momentum we know that H must be constant. Supposing we define the system to include the vehicle, and a reaction wheel, then we could find that we can change the satellite's angular velocity \omegaarbitrarily as long as I_{RW} \times \omega_{RW} = I_{vehicle} \times \omega_{vehicle}. Practically, since motors only operate around one axis, this equations can become scalar equations for a single principal axis of the vehicle.
If a perturbation acts on the vehicle, imparting angular velocity \Omega, you can impart H_{disturbance} to the reaction wheels and nullify the disturbance velocity.
Useful Literature
https://ntrs.nasa.gov/archive/nasa/casi.ntrs.nasa.gov/19940008667.pdf
Videos