The major limitations in a conventional high temperature diesel combustion are higher oxides of nitrogen (NOx) and particular matter (PM) emissions and a trade-off between them. Advanced low temperature combustion (LTC) strategies are proposed to simultaneously reduce NOx and PM emissions to near zero levels along with higher thermal efficiencies. Various LTC strategies including Premixed Charge Compression Ignition (PCCI), Homogenous Charge Compression Ignition (HCCI), Reactivity Controlled Compression Ignition (RCCI), Stratified Charge Compression Ignition (SCCI) and High Efficiency Clean Combustion (HECC) are proposed so far to achieve near zero NOx and PM emissions along with higher thermal efficiencies. Each of these LTC strategies have their own advantages and limitations interms of precise ignition control, achievable load range and higher unburned emissions. In the present work, a small single cylinder diesel engine is initially operated under conventional combustion mode at rated speed, varying load conditions to establish the base line reference data. Then, the engine is modified to operate under different LTC strategies including HCCI, PCCI and RCCI. The modifications done in the existing engine include a newly designed cylinder head to accommodate a high pressure, fully flexible electronically controlled direct diesel fuel injection system, a low pressure gasoline port fuel injection system, an intake air pre heater and a fuel vaporizer for external mixture preparation. Using a National Instruments (NI) controller, the engine operating parameters interms of direct injected diesel fuel timings, injection pressures, port injected gasoline fuel timings, intake air temperatures, fuel vaporizer temperatures and gasoline to diesel fuel ratio depending upon the type of LTC modes are optimized to achieve maximum brake thermal efficiencies. All the three LTC strategies with optimized operating parameters are compared among themselves and with that of conventional combustion mode at a lower load, rated speed condition. The obtained results show that among all other LTC strategies, RCCI exhibit 8% higher brake thermal efficiency along with near zero NOx and smoke emissions and a lower pressure rise rate.