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Alberto Loffredo
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Energy-efficient control policy for parallel and identical machines with availability constraint
A Loffredo, N Frigerio, E Lanzarone, A Matta
IEEE Robotics and Automation Letters 6 (3), 5713-5719, 2021
142021
Energy-efficient control in multi-stage production lines with parallel machine workstations and production constraints
A Loffredo, N Frigerio, E Lanzarone, A Matta
IISE Transactions 56 (1), 69-83, 2024
102024
Energy-efficient control of parallel and identical machines: Impact on the overall production system
A Loffredo, N Frigerio, E Lanzarone, M Ghassempouri, A Matta
Procedia CIRP 105, 739-744, 2022
72022
Reinforcement learning for sustainability enhancement of production lines
A Loffredo, MC May, A Matta, G Lanza
Journal of Intelligent Manufacturing, 1-17, 2023
62023
Reinforcement learning for energy-efficient control of parallel and identical machines
A Loffredo, MC May, L Schäfer, A Matta, G Lanza
CIRP Journal of Manufacturing Science and Technology 44, 91-103, 2023
52023
FactoryBricks: a New Learning Platform for Smart Manufacturing Systems
G Lugaresi, A Loffredo, S Roy, N Robcis, V De Carvalho, JF Niemeyer, ...
Proceedings of the 12th Conference on Learning Factories (CLF 2022), 2022
22022
Throughput Sensitivity Analysis in Closed Loop Manufacturing Systems for Hairpin Stator Production
A Loffredo, M Zhang, Z Lin, A Matta
Procedia Manufacturing 51, 1515-1522, 2020
12020
Reinforcement learning for energy-efficient control of multi-stage production lines with parallel machine workstations
A Loffredo, MC May, A Matta
Italian Manufacturing Association Conference: XVI AITeM 35, 428, 2023
2023
Energy efficiency improvement of industrial parts washers using state control
A Loffredo, N Frigerio, A Matta
Manufacturing Letters 35, 1303-1311, 2023
2023
Analysis of the near flatness phenomenon for multi-loop closed manufacturing systems
A Loffredo, M Zhang, Z Lin, A Matta
International Journal of Computer Integrated Manufacturing, 1-20, 2023
2023
Reinforcement learning for energy-efficient control of production systems
A Loffredo
2022
Energy-efficient control in a two-stage production line with parallel machines
A Loffredo, N Frigerio, E Lanzarone, A Matta
Abstracts of the 18th IEEE International Conference on Automation Science …, 2022
2022
Practical guidelines for closed loop manufacturing systems handling
A LOFFREDO, M ALTOBRANDO
Politecnico di Milano, 2017
2017
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