The collapse just before noon Friday left a line of large pipes and support structures toppled outside a building.
Rolls-Royce opened one big facility at Purdue this year. Now, it's investing another $10 million into two new wind tunnels at Purdue's turbine research lab.
Organizers say the museum aims to get adolescents interested in science and technology, and maybe entice an aerospace career in the future.
The project is part of the $1 billion Purdue Innovation District, a partnership between the Purdue Research Foundation and Browning Investments LLC.
The research will focus on building more efficient jet engines.
Rolls-Royce is planning to modernize its Indianapolis plant.
400 Rolls Royce employees, mostly based in Indianapolis, will lose their jobs.