Common question....If you are over 70 1/2 you can withdraw your Minimum Requred Distribution MRD from any one of your IRA accounts.  Make sure and calculate your MRD for each IRA , add those amounts up and withdraw from one singe IRA if you like.  

Also, you could merge all your IRA accounts together...your broker can transfer IRA accounts from other institutions.