The court of Additional Chief Judicial Magistrate Harish Goyal issued the NBW against Ramdev and fixed August 3 as the next date of hearing in the case.
On May 12, the court had issued a bailable warrant against Ramdev.
"The order follows Ramdev's failure to appear before the court yet again today. He also failed to appear despite summons and a bailable warrant," counsel for the complainant in the case O P Chugh said.
On March 2, Goyal had issued summons to Ramdev after a complaint was filed by Congress leader and former Haryana minister Subhash Batra seeking registration of an FIR against the yoga guru.
The ACJM had then directed Ramdev to furnish Rs 1 lakh personal surety during the execution of warrant and also to appear in court on June 14.