According to a document accessed by the BBC, players will only be allowed to train in groups of five.
All sports equipment used during the exercises, such as cones, for example, must be properly disinfected after use, in order to avoid the spread of contagion.
In addition, footballers will be tested twice a week, as well as temperature checks before each training session.
Players are urged to maintain "strict personal hygiene" and not gather in common areas, such as gyms or the infirmary.
It is also prohibited for players to share cars when arriving at training and they are required to do so individually, without using public transportation.
These measures will be discussed on Wednesday in a meeting between the Premier League, players, and coaches.