This paper proposes a fast, standalone method for detecting multiple dual solutions (MDS) of the market dispatch problem. Using linear independence constraint qualification conditions and matrix theory, we characterize the conditions for MDS and develop a procedure for their detection. Our procedure exploits the structure of the market dispatch problem to improve computational efficiency. We demonstrate our method on eight nodal pricing scenarios, in four test systems.