Okay, so let's say you have a magic toy box that makes different kinds of sounds when you shake it. There are some sounds that you always hear no matter how you shake the box - they are essential to the toy box's sound. These essential sounds are like the essential spectrum in math.
In math, essential spectrum is a special group of numbers that always show up whenever you are studying certain kinds of objects, like matrices. Just like some sounds are always there in the toy box no matter how you shake it, the essential spectrum is always there in these objects no matter what you do to them.
Scientists and mathematicians study essential spectrum because it can tell them important things about the object they are examining. Just like you can learn a lot about the toy box by listening to its essential sounds, math experts can learn a lot about matrices, for example, by studying the essential spectrum.