PHEV Research Portal

📄 Paper A: Development Progression

Complete timeline, dashboard, and build guide for Paper A development

Start Here

• Paper A: Development Progression ⭐ New Timeline Dashboard
• PAPER_BUILD_GUIDE.md Complete Guide 📁 Drive
• FINAL_SUMMARY_AND_ACTION_PLAN.md Summary 📁 Drive
• EXPERT_LEVEL_COMPREHENSIVE_ANALYSIS.md Main reference 📁 Drive
• QUICK_REFERENCE_GUIDE.md Implementation 📁 Drive
• DOCUMENT_INDEX.md Map 📁 Drive

Paper Packages

Key Reviews & Methods

• Markos Work Review
• Methods & Datasets
• Figures/Tables Inventory
• Initial Literature Map
• Step1/Step2 Synthesis

Data Cleaning Documentation

Complete documentation of the PHEV database cleaning process. All 7.7M vehicles retained with quality flags applied.

• Data Cleaning Documentation Index Overview
• Data Cleaning Documentation Main Doc PHEV Focus
• Flagging Statistics Table Summary Statistics
• Flagging Approach Explanation Methodology
• Cleaning Execution Summary Execution
• Cleaning Script README Script Guide
• Detailed Cleaning Log Log File Detailed

Results: 994,764 PHEVs processed. 938,604 clean (94.4%), 56,160 flagged (5.6%). All vehicles retained.

Supervisor Meeting Questions

Critical questions and decisions needed for supervisor meetings regarding Paper A development, methodology, and publication strategy.

• Supervisor Meeting Questions Full Questions Decisions
• Supervisor Meeting Quick Reference Quick Summary One-Page

Topics include: Variable selection (26 vs 44 variables), policy messaging, model presentation, target journal selection, and co-authorship decisions.

New AI/ML Ideas (Cross-links)

• Paper D (UF personalization) → leverage Part 3.1 metrics + policy notes
• Paper E (Generative trips) → seed from campaigns in datasets + priors from distributions
• Paper F (Compliance monitor) → thresholds/policy from UF/CO₂ gap + benchmarks in ideas

Document Map

Full index with categories: DOCUMENT_INDEX.md

Papers to download/status: PAPERS_TO_DOWNLOAD.md

New literature summary: NEW_PAPERS_FOUND_SUMMARY.md