In this study, Vanadium pentoxide (V2O5) nanostructures have been synthesized by a simple hydrothermal method at different synthesis temperatures (150, 170, 190 °C). The synthesized V2O5 nanostructures were characterized by X-ray diffraction, Raman spectroscopy, Scanning and High resolution transmission electron microscopy and physical property measurement system for investigation of the structural, vibrational, morphological, and electrical transport properties of nanostructures respectively. X-ray diffraction analysis stands for the growth of nanostructure is in pure orthorhombic phase, and other sub-oxide phases of the metal oxide are absent. Raman spectra define the layered structure of V2O5. The morphological study of V2O5 with synthesis temperature 190 °C shows the uniform formation of nanoparticles with dimensions ∼100 nm. The transport measurements confirm the semiconductor nature of nanoparticles and follow Arrhenius type conduction mechanism, which gives the value of the activation energy of charge carriers for V2O5 nanoparticles to be 100 meV.