open access publication

Preprint, 2024

A novel strategy model approach for the Bridgestone World Solar Challenge

Cambridge Open Engage, 10.33774/miir-2024-9b1s4

Contributors

Budd, Jeremy [1] Enguiça, Ricardo Roque 0000-0002-3407-7757 [2] Kim, Yitaek [3] Koellermeier, Julian 0000-0002-8822-461X [4] Van Mourik, Simon [5] Sarkar, Arijit [4] Soares, Filipa [2] Thomsen, Nele [6]

Affiliations

  1. [1] University of Bonn
  2. [NORA names: Germany; Europe, EU; OECD];
  3. [2] Instituto Superior de Engenharia de Lisboa & CEMAT–CIENCIAS
  4. [3] University of Southern Denmark
  5. [NORA names: SDU University of Southern Denmark; University; Denmark; Europe, EU; Nordic; OECD];
  6. [4] University of Groningen
  7. [NORA names: Netherlands; Europe, EU; OECD];
  8. [5] Wageningen University & Research
  9. [NORA names: Netherlands; Europe, EU; OECD];

Abstract

This project considers the derivation of strategies for a solar car race through Australia, posed by TopDutch Solar Racing. The task is to optimize the arrival time of an electric car powered by solar energy by changing the velocity along the track taking into account the characteristics of the car, external influences such as wind and sun, as well as constraints like the maximal and minimal battery charge. To address this challenge, the problem is modeled and four different optimization strategies are devised, focusing on different time horizons and methods. We explain a data-based long-term strategy, an optimisation-based long-term strategy, a dynamic programming long-term strategy, and an optimization-based short-term strategy. While successful short-term strategies require more work, the long-term strategies give realistic results and are powerful tools to increase the winning chance for the team. We outline several possibilities to improve the models based on additional data, modeling and methods.

Keywords

Australia, Bridgestone, Bridgestone World Solar Challenge, Solar Challenge, World Solar Challenge, arrival, arrival time, battery charging, car, car racing, challenges, chance, characteristics, charge, constraints, data, derivation of strategies, derivatives, electric cars, energy, external influences, horizon, influence, long-term strategy, method, model, optimal strategy, optimization, problem, project, race, results, short-term strategy, solar car race, solar energy, solar races, strategies, sun, task, team, time, time horizon, velocity, wind

Data Provider: Digital Science