This paper outlines the development of a new long-term spatial demand forecast model for Vector Limited distribution networks in the Auckland Region of New Zealand. This model uses a policy-guided approach to simplify the data and simulation requirements of previous methods. The forecast model ...
Auckland City is New Zealand's largest urban area, home to 1.4 million people and built almost entirely upon the AVF (Fig. 1). Developing a hazard forecast (Magill and Blong, 2005a,b) for the AVF requires a robust understanding of the frequency of past eruptions. Tephra dispersal for the...
In deep learning, these functions cause a gradient vanishing problem, and a large gradient value is provided for input in a small range around 0. The activation function of ReLU is applied to overcome this problem. Equation (5) describes the ReLU: 𝑅𝑒𝐿𝑈(𝑥)=max(𝑥,0)ReLU(x...
As a result, in the vehicle-trajectory prediction model developed in this study, the time required for the vehicle to reach a stable car-following state should be adjusted to be in the 15–24 s range. Figure 19. Sample diagram of time required for vehicle to reach stable car-following ...
Remote sensing provides an efficient roadmap in geological analysis and interpretation. However, some challenges arise when remote sensing techniques are integrated with machine learning in geological surveys. Factors including irregular spatial distribu