Vortex Energy has developed the Vortex Optimization System (VOS), a management and optimization system for air conditioning and heating systems. The system incorporates machine learning and the collection of big data in the cloud. The system learns the environment in which it operates, analyzing data and carrying out online actions that combine energy consumption with generation and maintenance costs. The VOS employs a broad-based database and an operating system containing algorithms, all of which operate automatically. The system does not require outside intervention once the energy manager or maintenance manager has input the initial parameters.