Systems and methods are provided for consolidating thermoplastic parts. One embodiment is a method of automatically forming a thermoplastic composite structure. The method includes heating a thermoplastic preform to a forming temperature, forming the thermoplastic preform into a thermoplastic part having a desired shape, aligning multiple thermoplastic parts together, and consolidating the multiple thermoplastic parts together while controlling crystallization to form a complex thermoplastic part.