Browsing by Author "Rivera Torres, Pedro Juan"
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A learning probabilistic boolean network model of a smart grid with applications in system maintenance
Rivera Torres, Pedro Juan; Chen, Chen; Macías Aguayo, Jaime; Rodríguez González, Sara; Prieto Tejedor, Javier; Llanes Santiago, Orestes; Gershenson García, Carlos; Kanaan Izquierdo, Samir (2024-12-01)
Article
Open AccessProbabilistic Boolean Networks can capture the dynamics of complex biological systems as well as other non-biological systems, such as manufacturing systems and smart grids. In this proof-of-concept manuscript, we propose ... -
Reinforcement learning with probabilistic boolean network models of smart grid devices
Rivera Torres, Pedro Juan; Gershenson García, Carlos; Sánchez Puig, María Fernanda; Kanaan Izquierdo, Samir (Wiley-Blackwell, 2022-01-01)
Article
Open AccessThe area of smart power grids needs to constantly improve its efficiency and resilience, to provide high quality electrical power in a resilient grid, while managing faults and avoiding failures. Achieving this requires ... -
Towards a measure for characterizing the informational content of audio signals and the relation between complexity and auditory encoding
Guerrero Domínguez, Daniel; Rivera, Pedro; Rivera Torres, Pedro Juan; Gershenson García, Carlos (2021-11-30)
Article
Open AccessThe accurate description of a complex process should take into account not only the interacting elements involved but also the scale of the description. Therefore, there can not be a single measure for describing the ...