Energy efficient scheduling in a robotic cell with a material handling robot serving two parallel machines

AYDOĞAN Ç., GÜREL S.

International Journal of Production Research, 2024 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Basım Tarihi: 2024
  • Doi Numarası: 10.1080/00207543.2024.2398585
  • Dergi Adı: International Journal of Production Research
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus, ABI/INFORM, Aerospace Database, Business Source Elite, Business Source Premier, Communication Abstracts, Compendex, INSPEC, Metadex, zbMATH, Civil Engineering Abstracts
  • Anahtar Kelimeler: energy consumption, makespan minimization, Parallel machines, robot speed control, robotic cells
  • Orta Doğu Teknik Üniversitesi Adresli: Evet

Özet

As the robots take over more logistics tasks in factories, the energy consumption of material handling robots becomes a significant concern. This study considers a robotic cell with two parallel machines and a material-handling robot transporting parts between the machines and buffer locations. A set of parts is to be scheduled on the machines. Also, the robot's moves, activities, and speed have to be planned. While programming a robot, its speed can be easily adjusted. Speeding up a robot can reduce the makespan of a schedule while increasing the robot's energy consumption. A holistic scheduling approach is required to coordinate machines' and robot activities. We first present a mathematical formulation and reformulate it via second-order cone programming inequalities. Then, we develop heuristic search algorithms: a greedy search algorithm and two versions of the simulated annealing algorithm. We test the proposed solution methods' computational performance and demonstrate that the robot speed control strategy can achieve significant energy savings.