How to run tests on real Android device remotely through Wi-Fi(Without connecting thourgh USB once)

We have requirement to execute appium scripts on real devices which are there in the client location. we know the devices details like OS version and IP address. How can we execute appium scripts through Wifi?

You can make use of selenium grid, which you can connect multiple devices to mac machine and you can execute scripts on multiple devices

Check this tutorial,

Tutorial for execute Appium scripts through WiFi - Android

connect device over adb

Try to connect over adb using wifi