In can attest from experience that this can definitely be due to a clogged spark arrestor screen in the muffler. My Stihl string trimmer had this issue about 5 years after I bought it new. Took it to the repair shop (due to needing it immediately and simply not having time to work on it my self) and described the problem. The tech just asked if I was going to be using it in a National Forest, to which I replied no. He pulled a pair of pliers out of his pocket, ripped the screen out, handed it back to me and said, "There. You won't have any more problems like that again." He was right. 14 years later the only problem I've had since was a bad kill switch. Never another issue of any kind with it. Even if it's not the arrester screen, pull it out or it will be one of these days.