Kamal Acharya

Ph.D. Candidate at UMBC, AI Researcher

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Journal Article

Demand Forecast and Energy-Aware Portal Siting for Regional Air Mobility

2026 Journal of Air Transport Management

Advanced Air Mobility Demand Forecasting Infrastructure Planning

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Abstract

This manuscript focuses on regional air mobility demand forecasting and energy-aware portal siting. It connects travel demand estimation with infrastructure placement so that future regional air mobility networks can be evaluated not only by passenger demand, but also by operational energy needs and practical deployment constraints.

Plain-Language Summary

The work asks where regional air mobility services are likely to be useful and how planners can place portals while accounting for both passenger demand and energy-aware operations.

Why This Paper Matters

This work is intended to help planners evaluate regional air mobility as a deployable transportation system rather than as an isolated aircraft technology.

Research Summary

This work studies regional air mobility as an infrastructure planning problem rather than only a demand prediction problem. The central question is how to forecast where passenger demand may emerge while also identifying portal locations that can support energy-aware operations.

The paper is positioned around the practical deployment needs of regional air mobility networks. By connecting demand estimates with portal siting, the study supports planning decisions that must balance passenger access, operational feasibility, and future electrified aviation constraints.

Because this manuscript does not yet have a public version of record, the page currently summarizes the research direction conservatively. Additional details should be added after the article metadata and abstract become publicly available.

Key Contributions

  • Connects demand forecasting with portal siting for regional air mobility planning.
  • Frames infrastructure planning around both mobility demand and energy-aware operation.
  • Supports practical planning decisions for emerging AAM service networks.

Publication Details

Type
Journal Article
Venue
Journal of Air Transport Management
Year
2026
Status
under major revision

Authors

Vasiloff K., Acharya K., Wang Z., Song H., Sun L.

Research Topics

Advanced Air Mobility Demand Forecasting Infrastructure Planning

Citation

@article{vasiloff2026-demand-forecast-and-energy-aware-portal-siting-for-regional-air-mobility,
  title = {Demand Forecast and Energy-Aware Portal Siting for Regional Air Mobility},
  author = {Vasiloff K. and Acharya K. and Wang Z. and Song H. and Sun L.},
  journal = {Journal of Air Transport Management},
  year = {2026}
}