Energy conversion systems are increasingly responded in the field of electrical energy production requiring continuous development and very advanced performance requirements. Such systems are often based on static converters. Nowadays, they are recommended in embedded systems, such as electric vehicles. However, the operating safety and reliability of embedded systems is one of the essential requirements to consider given the risks and the critical consequences that failures can have in terms of human lives and material losses. The growth of energy demand around the world is responsible for a significant use of real-time embedded systems which prove to be very economical on the industrial level and allow easy use of more advanced algorithms and advanced and intelligent orders. The content of the project can be structured in four (04) main parts: The first part will concern the realization of converters (DC-DC & DC-AC); The second part will discuss the development and validation of converters control algorithms, The third part presents the development and implementation of faults location algorithms as well as the validation of the approaches developed using an experimental test bench built around a DSPACE; The fourth part will be devoted to the implementation of classic and innovative approaches, in particular artificial intelligence in the realization of faults tolerate system.