Zobrazeno 1 - 10
of 118
pro vyhledávání: '"Bitar, Eilyan"'
Autor:
Taha, Feras Al, Bitar, Eilyan
We consider a class of optimization problems involving the optimal operation of a single lossy energy storage system that incurs energy loss when charging or discharging. Such inefficiencies in the energy storage dynamics are known to result in a non
Externí odkaz:
http://arxiv.org/abs/2403.14010
This paper proposes a distributionally robust approach to regret optimal control of discrete-time linear dynamical systems with quadratic costs subject to a stochastic additive disturbance on the state process. The underlying probability distribution
Externí odkaz:
http://arxiv.org/abs/2304.06783
The increasing prevalence of electric vehicles (EVs) in the transportation sector will introduce a large number of highly flexible electric loads that EV aggregators can pool and control to provide energy and ancillary services to the wholesale elect
Externí odkaz:
http://arxiv.org/abs/2304.06769
Plug-in electric vehicles (EVs) are widely recognized as being highly flexible electric loads that can be pooled and controlled via aggregators to provide low-cost energy and ancillary services to wholesale electricity markets. To participate in thes
Externí odkaz:
http://arxiv.org/abs/2207.07067
We study sample average approximations (SAA) of chance constrained programs. SAA methods typically approximate the actual distribution in the chance constraint using an empirical distribution constructed from random samples assumed to be independent
Externí odkaz:
http://arxiv.org/abs/2205.03748
Autor:
Alexeenko, Polina, Bitar, Eilyan
Wide-scale electrification of the transportation sector will require careful planning and coordination with the power grid. Left unmanaged, uncoordinated charging of electric vehicles (EVs) at increased levels of penetration will amplify existing pea
Externí odkaz:
http://arxiv.org/abs/2112.04559
Autor:
Tu, James, Li, Huichen, Yan, Xinchen, Ren, Mengye, Chen, Yun, Liang, Ming, Bitar, Eilyan, Yumer, Ersin, Urtasun, Raquel
Modern self-driving perception systems have been shown to improve upon processing complementary inputs such as LiDAR with images. In isolation, 2D images have been found to be extremely vulnerable to adversarial attacks. Yet, there have been limited
Externí odkaz:
http://arxiv.org/abs/2101.06784
Autor:
Lin, Weixuan, Bitar, Eilyan
We consider the decentralized control of a discrete-time time-varying linear system subject to additive disturbances and polyhedral constraints on the state and input trajectories. The underlying system is composed of a finite collection of dynamical
Externí odkaz:
http://arxiv.org/abs/2012.03328
Autor:
Lin, Weixuan, Bitar, Eilyan
We consider the decentralized control of a discrete-time, linear system subject to exogenous disturbances and polyhedral constraints on the state and input trajectories. The underlying system is composed of a finite collection of dynamically coupled
Externí odkaz:
http://arxiv.org/abs/2004.03262
Autor:
Alexeenko, Polina, Bitar, Eilyan
We investigate a data-driven approach to constructing uncertainty sets for robust optimization problems, where the uncertain problem parameters are modeled as random variables whose joint probability distribution is not known. Relying only on indepen
Externí odkaz:
http://arxiv.org/abs/2004.03069