Ensure that the Low Power Mode option is available in Control Center.

Enter Settings, Control Center. If "Low Power Mode" is not listed under "Included Controls," scroll down to "More Controls" and click the green plus sign to add it.

Verify it is now available under "Included Controls," and exit Settings.

For more information on editing the Control Center, see the Apple KB article.