A corrosion detection system for at least one pipe, comprising: a corrosion detection tool comprising: one or more transmitters; and one or more receivers; an information handling system communicatively coupled to the corrosion detection tool, the information handling system comprises a processor and a memory coupled to the processor, the memory containing a set of instructions that, when executed by the processor, cause the processor to: receive one or more measurements associated with the one or more transmitters and one or more measurements associated with the one or more receivers; determine one or more impedances associated with the one or more measurements associated with the one or more transmitters and the one or more measurements associated with the one or more receivers; estimate an average magnetic permeability and electrical conductivity of the at least one pipe and derive one or more constants to match a numerical model with the measurements, wherein the numerical model is based, at least in part, on the one or more measurements associated with the one or more transmitters and the at least one pipe at a nominal thickness; and generate information related to a thickness of one or more pipes surrounding the corrosion detection tool based, at least in part, on the one or more derived constants and the one or more determined impedances. a corrosion detection tool comprising: one or more transmitters; and one or more receivers; one or more transmitters; and one or more receivers; an information handling system communicatively coupled to the corrosion detection tool, the information handling system comprises a processor and a memory coupled to the processor, the memory containing a set of instructions that, when executed by the processor, cause the processor to: receive one or more measurements associated with the one or more transmitters and one or more measurements associated with the one or more receivers; determine one or more impedances associated with the one or more measurements associated with the one or more transmitters and the one or more measurements associated with the one or more receivers; estimate an average magnetic permeability and electrical conductivity of the at least one pipe and derive one or more constants to match a numerical model with the measurements, wherein the numerical model is based, at least in part, on the one or more measurements associated with the one or more transmitters and the at least one pipe at a nominal thickness; and generate information related to a thickness of one or more pipes surrounding the corrosion detection tool based, at least in part, on the one or more derived constants and the one or more determined impedances. receive one or more measurements associated with the one or more transmitters and one or more measurements associated with the one or more receivers; determine one or more impedances associated with the one or more measurements associated with the one or more transmitters and the one or more measurements associated with the one or more receivers; estimate an average magnetic permeability and electrical conductivity of the at least one pipe and derive one or more constants to match a numerical model with the measurements, wherein the numerical model is based, at least in part, on the one or more measurements associated with the one or more transmitters and the at least one pipe at a nominal thickness; and generate information related to a thickness of one or more pipes surrounding the corrosion detection tool based, at least in part, on the one or more derived constants and the one or more determined impedances.