Signal phasing optimisation for three isolated Auckland CBD intersections — SCATS SM + Volume analysis delivered for ATOC
Jun–Jul 2024 · 6-week analysis window · 1-min SCATS intervals
Signal cycle allocation — Before & After optimisation
Full phase data for all three sites — AM Peak · Green time redistribution and DoS outcomes
| Site | Phase | Movement | Green Before | Green After | Δ Green | DoS Before | DoS After | Δ DoS | Delay Before | Delay After | Δ Delay | Status |
|---|
Analysis delivered for ATOC (Auckland Traffic Operations Centre). ML models trained on SCATS SM and SCATS VS data to identify optimal phase timing that minimises degree of saturation across approach phases.
SCATS SMSCATS VS
6-week window Jun–Jul 2024. 1-minute SCATS interval data. Peak periods defined as 07:00–09:00 (AM) and 16:00–18:00 (PM).
Minimise degree of saturation (DoS) on critical approach phases. DoS > 0.90 treated as critical constraint. Cycle times held constant — only green time redistribution applied.
Intersections analysed independently (no corridor coordination). Minimum green times and pedestrian clearance times enforced per AUSTROADS guidelines. Lost-time budget fixed per site.