A Trial of Dyanavel XR in Treating Co-occurring Fatigue Symptoms in Adults With Attention Deficit Hyperactivity Disorder (ADHD).

Inclusion Criteria: * At screening, all subjects must have a Fatigue Symptom Inventory average score on both of the interference and severity scales greater than 3. * At screening, all subjects must score in the clinically significant range on the ADHD-RS-IV, meaning a score greater than 36. * At screening, all subjects must meet criteria for an ADHD diagnosis as determined by the SCID-5 ADHD module. * All subjects must be 18-65 years of age at the time of consent. * All sexually active males or females of child baring potential must agree to practice two different methods of birth control or remain abstinent during the course of the trial. Methods of birth control or contraception will be logged. Male and female contraception will be continued throughout the study and for 30 days after study discontinuation. Women of childbearing potential must test negative for pregnancy at the Screening Visit. * All subjects must live within the state of Michigan during the duration of the trial or be able to commute to the study site from a neighboring state with no more than a 50 mile one-way driving distance. * All subjects must be able to swallow intact tablets. * Subjects, in the opinion of the investigator, must be able to understand and comply with protocol requirements- including assessments, prescribed dosage regimens, and discontinuation of concomitant medications. * All subjects must have a minimum level of intellectual functioning without evidence of significant general intellectual deficit, as determined by the primary investigator. Specific learning disorders will not be considered general intellectual deficits. * All subjects must be able to provide written, personally signed and dated informed consent to participate in the study in accordance with the International Conference on Harmonisation (ICH) Good Clinical Practice (GCP) Guideline E6 and applicable regulations before completing any study related procedures. * All subjects must be fluent in English and have a degree of understanding sufficient to communicate suitably with the primary investigator and the study coordinator. * Subjects must have a negative drug screen for methamphetamine, cocaine and other illicit drugs (illegal for recreational use in the State of Michigan) excluding cannabis due to legality of cannabis in Michigan. Subjects with a positive drug screen for confirmed prescription or over the counter use of medications will require the necessary washout per PI instruction. Subjects who test positive for any prohibited medications per PI may be permitted with PI approval. Re-tests will not be allowed for a positive screen of an illicit drug. * All subjects must score at or above a 4 on the CGI-S at screening Exclusion Criteria: * Subjects must not be an immediate family of the Investigator or others directly affiliated with the study. * Subjects must not have received treatment with a drug that has not received regulatory approval or participated in a clinical trial within 30 days prior to screening. * Subjects must not have medical complications arising from being severely underweight or overweight. * Subjects must not have a current comorbid psychiatric disorder that is uncontrolled and associated with significant symptoms or that requires a prohibited medication or behavioral modification program. Comorbid psychiatric diagnoses will be assessed during a psychiatric intake and scoring of the SCID and MINI. The Investigator will review on a case by case basis. * Subjects must not currently be considered a suicide risk (as determined by the primary investigator and assessed by the C-SSRS). They must not have made a suicide attempt within the past two years. They cannot have current suicidal ideation with intent and plan to act, or current suicidal behavior. * Subjects must not have a history of substance abuse or drug dependence according to DSM-5 criteria currently or within one year prior to study participation, excluding nicotine and caffeine. This is determined through clinical history and symptom checklist to be obtained at visit 1. * Subjects must not test positive for an illicit substance at the time of screening. * Subjects must not have a serious chronic or acute unstable medical condition or illness, including cardiovascular, renal, hepatic, respiratory, or hematologic illness, narrow angle glaucoma, or other unstable medical or psychiatric conditions that in the opinion of the Investigator would compromise participation or would likely lead to hospitalization during the duration of the study. Subjects with a history of intellectual impairment or a severe learning disability are also excluded. * Subjects must not have a history of seizure disorder (other than infantile febrile seizures), any tic disorder, current diagnosis and/or family history of Tourette's disorder. * Subjects must not have a history of organic heart disease including coronary artery disease, past myocardial infarction, angina, arrhythmias, congestive heart failure, valvular heart disease and congenital heart disease. * Subjects must not be likely (as assessed by the primary investigator) to add psychotropic medications, apart from their current regimen or the drug under study, to their treatment regimen during the course of the study. * Subjects must not have been previously enrolled in this study. * Subjects must not anticipate relocation outside the geographic range of the investigative site during participation in the study. Subjects must not have extended travel plans inconsistent with the recommended visit intervals. * Subjects must not be taking any excluded medications that cannot be discontinued prior to beginning treatment with study medication. Subjects' medical history will be reviewed by the PI and current prescription regimen will be reviewed for wakefulness-promoting drugs including CNS stimulants, histaminergic, noradrenergic and dopaminergic medications, as well as CYP2D6 inhibitors. The primary investigator will determ