56 citations · 108 across the 4 of their papers we have counts for
5 papers
Data-driven control of COVID-19 in buildings: a reinforcement-learning approach
Ashkan Haji Hosseinloo, Saleh Nabi, Anette Hosoi +1
In addition to its public health crisis, COVID-19 pandemic has led to the shutdown and closure of workplaces with an estimated total cost of more than $16 trillion. Given the long…
Data-driven control of micro-climate in buildings: an event-triggered reinforcement learning approach
Ashkan Haji Hosseinloo, Alexander Ryzhov, Aldo Bischi +3
Smart buildings have great potential for shaping an energy-efficient, sustainable, and more economic future for our planet as buildings account for approximately 40% of the global…
Optimal control strategies for efficient energy harvesting from ambient vibrations
Ashkan Haji Hosseinloo, Thanh Long Vu, Konstantin Turitsyn
Ease of miniaturization and minimal maintenance are among the advantages for replacing conventional batteries with vibratory energy harvesters in a wide of range of disciplines and…
Energy harvesting via an adaptive bistable potential
Ashkan Haji Hosseinloo, Konstantin Turitsyn
Narrow bandwidth and easy detuning, inefficiency in broadband and non-stationary excitations, and difficulties in matching linear harvester's resonance frequency to low-frequency e…
Fundamental limits to nonlinear energy harvesting
Ashkan Haji Hosseinloo, Konstantin Turitsyn
Ease of miniaturization, and less or no maintenance, among other advantages, have pushed towards replacement of conventional batteries with energy harvesters in particular, vibrato…