Key research themes
1. How does the multilayer soil structure affect substation grounding system design and transient behavior?
This research area investigates the complex interactions between grounding system performance and the electrical properties of multilayer soils, especially focusing on vertical and horizontal soil layering. The theme addresses optimization of grounding grid geometry, accurate estimation of grounding resistance, transient overvoltage behavior, and safety parameters such as step potentials in substation grounding systems. Understanding soil layering effects is crucial because uniform soil assumptions can misestimate grounding impedance or transient overvoltages, leading to compromised safety and system reliability.
2. What are the limitations of normalized difference indices (NDIs) for ground material detection and how can they be improved?
This theme explores the efficacy and limitations of using normalized difference indices (NDIs), such as NDVI, NDWI, and NDSI, for detecting specific ground materials via remote sensing imagery. The research identifies fundamental risks of misclassification arising from threshold-based application of NDIs, particularly due to ignoring spectral reflectance magnitudes and the complexity of spectral signatures in heterogeneous environments. The focus is on quantifying errors, analyzing representative spectral libraries and satellite images, and suggesting methodological adjustments to enhance classification accuracy.
3. How can ground-penetrating radar signal processing and multilayer electromagnetic modeling enhance subsurface layer detection accuracy?
Research under this theme addresses advanced electromagnetic and signal processing methods to improve ground-penetrating radar (GPR) capabilities for identifying and mapping subsurface layers without physical disturbance. It includes investigation of multilayer structures with chirped dielectric profiles, development of common-mode clutter filtering techniques to enhance layer boundary discernibility, and multi-frequency inversion of apparent electrical conductivity to resolve soil layering. The approaches focus on mitigating signal distortions, improving interpretation reliability, and enabling clearer imaging to support geotechnical, archaeological, and environmental applications.