In
this study, the
two-channel and differential dielectric spectroscopy
(TD-DES) technique has been applied to study different degrees of
oxidative degradation for two series of simulated oxidized lubricating
oils at low temperatures ranging from 20 °C to −55 °C.
The deep oxidation, general oxidation, nitration, and sulfation products
of the degraded lubricating oil were precisely identified by the Fourier
transform infrared spectroscopy (FT-IR) and increased with the level
of oxidation, which agreed well with the TD-DES data at room temperature
(20 °C). For the severely degraded lubricating oil, the TD-DES
real and imaginary data and relaxation characteristic changes from
20 °C to −55 °C were dramatically reduced; the interlacing
characteristics of Cole–Cole plots at low temperatures could
be ascribed to the formation of high-molecular-weight products during
the oxidative degradation process. It was found that the two-dimensional
(2D) synchronous and asynchronous dielectric spectroscopy were able
to qualitatively describe the degrees of simulated oxidative degradation
and the formation of highly oxidized products, as well as to explain
the polarization relaxation mechanism of degraded lubricating oil.
The partial least-squares (PLS) and multilinear-PLS (N-PLS) regression
results indicated that 2D synchronous and asynchronous dielectric
spectroscopy could better predict the FT-IR deep oxidation, general
oxidation, nitration, and sulfation peak areas than TD-DES real data
at 20 °C with regard to lower root-mean-square error of cross-validation
(RMSECV), better correlation coefficients (R), and
smaller predicted errors.