The past tense of fail to keep an appointment with is failed to keep an appointment with.
The third-person singular simple present indicative form of fail to keep an appointment with is fails to keep an appointment with.
The present participle of fail to keep an appointment with is failing to keep an appointment with.
The past participle of fail to keep an appointment with is failed to keep an appointment with.