The most likely problem is that Windows is shutting down the adapter to save battery without you knowing about it. Go to Device Manager, find your wifi card, right-click it, properties, and in the "Power Management" tab disable the option that says something like "Allow the computer to turn off this device to save power". It's annoying but it works most of the time.
What others mention about completely uninstalling the driver is also worth trying, but first do the power saving thing because it's faster and it's usually that. If it keeps failing after you change that setting, then download the latest driver from the Lenovo site directly, uninstall the current one with the option to remove the software, restart the machine, and install the new one.
Another thing you can check is whether there's interference: move the router somewhere else or try connecting from closer by for a while to see if the problem persists. If it goes away only when you're next to the router, it's probably interference from other devices. And if none of this works after a week of trying, it's possible the adapter is starting to fail physically, but that's less common in ThinkPads since they're pretty reliable machines.