Addition of Zr leads to change of lattice parameters of B19′ martensite phase.
The phase transition path on heating and cooling was changed by Zr content.
Yielding behavior is related to evolution of twinning mode in martensite plate.
Correlation between structural evolution and deformation behavior was studied.
Structural evolution during deformation was the key to decide yielding behavior.