Seedlabs

Preflight Energy Reserve Planner for Electric Aircraft

A preflight app for electric aircraft that computes usable endurance, range, and required reserve from battery charge, payload weight, and outside air temperature, warning when a sortie cannot be flown with reserves intact. It makes energy-limited flight planning as routine as fuel planning is for piston aircraft.

EngineeringAerospace and Aviation Technology
Electric Vehicles and InfrastructureElectric flight training and electric aircraft operations

Concept

A preflight energy-planning app for electric aircraft. The pilot or dispatcher enters battery state of charge, passenger and baggage weight, planned cruising altitude, and outside air temperature; the app returns usable endurance and range for the planned profile, the reserve remaining at destination, and the temperature derating applied — with a hard warning if the sortie cannot be completed with the required reserve. The single wedge is converting the cruise/endurance analysis for electric powertrains into a per-sortie go/no-go energy decision.

Why now

The new book [0] brings electric powertrains into the standard performance-analysis chain and shows that cruise and endurance results depend directly on weight, altitude, and local atmospheric conditions — the exact computation a preflight planner needs, now codified for electric propulsion rather than only fuel-burn aircraft. The eVTOL thermal-management study [6] demonstrates that state-of-the-art electric systems have low energy density and strict operating-temperature requirements, meaning reserves are tight and performance varies with temperature — precisely the situation where a manual estimate is unsafe and a derating-aware planner earns its keep.

Written by GLM · 13 Oct 2026

AI assessment

Backed by 2 papers80

A focused, high-utility tool that digitizes critical safety calculations for the emerging electric aviation market, though it overlaps significantly with existing vertiport performance tools.

Evidence strength
4/5
The idea is well-supported by a comprehensive textbook on performance analysis and a specific study on the thermal constraints of electric propulsion.
Market pull
4/5
Flight schools and operators of electric aircraft have a high urgency for standardized, safety-critical energy planning to meet regulatory requirements.
Novelty & moat
2/5
The concept is very similar to the 'eVTOL Vertiport Day-of-Flight Performance Clearance Tool' already in the catalog, differing primarily in the specific focus on reserves.
Feasibility
5/5
The tool relies on deterministic physics and performance equations already codified in literature, making it a straightforward software implementation.
Wedge clarity
5/5
The 'go/no-go' energy decision for a single sortie is a sharp, indispensable entry point for any electric pilot.
Simplicity / focus
5/5
The product is a single-purpose calculator with a clear input-output loop, avoiding platform bloat.

Scored by Gemma 4 · 13 Oct 2026. Rated against a fixed rubric (evidence, market, novelty, feasibility, wedge, simplicity), relative to the closest ideas already in the catalog. A prior estimate to compare ideas before real-world signal arrives.

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Who benefits

  • Pipistrel builds the Velis Electro, the first type-certified electric trainer; shipping a preflight energy planner with each aircraft turns its performance data into a daily-use safety product for every flight school that buys one.

  • This Swedish flight school trains pilots on electric Pipistrel aircraft; its instructors need per-sortie endurance and reserve calculations, since battery energy — not fuel — is the binding constraint on every lesson.

  • Elfly is developing an electric seaplane for Norwegian regional routes; an energy-reserve planner is a building block of its operational concept, where cold weather and short hops make temperature derating decisive.

  • EASA certified the first electric aircraft and must define acceptable reserve methodology for electric operations; a planner that documents derating and reserve margins per flight gives it a concrete, auditable model.

Research it builds on

  1. Elements of Airplane Performance
    Ger J.J. Ruijgrok, Mark Voskuijl, Carmine Varriale · 2025 · 106 citations
    All ideas from this paper →
  2. On the Design of Integrated Thermal Management Systems for eVTOL Aircraft
    Sangkeun Kang, Chana Anna Saias, Ioannis Roumeliotis et al. · 2023 · 4 citations
    All ideas from this paper →
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