Zobrazeno 1 - 10
of 242
pro vyhledávání: '"Salapaka, Murti V."'
Autor:
Khatana, Vivek, Salapaka, Murti V.
In this article, we focus on solving a class of distributed optimization problems involving $n$ agents with the local objective function at every agent $i$ given by the difference of two convex functions $f_i$ and $g_i$ (difference-of-convex (DC) for
Externí odkaz:
http://arxiv.org/abs/2407.16728
The integration of renewable energy sources (RES) into power distribution grids poses challenges to system reliability due to the inherent uncertainty in their power production. To address this issue, battery energy sources (BESs) are being increasin
Externí odkaz:
http://arxiv.org/abs/2403.08114
Learning causal effects from data is a fundamental and well-studied problem across science, especially when the cause-effect relationship is static in nature. However, causal effect is less explored when there are dynamical dependencies, i.e., when d
Externí odkaz:
http://arxiv.org/abs/2309.02571
In this article, the optimal sample complexity of learning the underlying interactions or dependencies of a Linear Dynamical System (LDS) over a Directed Acyclic Graph (DAG) is studied. We call such a DAG underlying an LDS as dynamical DAG (DDAG). In
Externí odkaz:
http://arxiv.org/abs/2308.16859
Autor:
Khatana, Vivek, Salapaka, Murti V.
Motivated by the needs of resiliency, scalability, and plug-and-play operation, distributed decision-making is becoming increasingly prevalent. The problem of achieving consensus in a multi-agent system is at the core of distributed decision-making.
Externí odkaz:
http://arxiv.org/abs/2211.10334
Residential buildings with the ability to monitor and control their net-load (sum of load and generation) can provide valuable flexibility to power grid operators. We present a novel multiclass nonintrusive load monitoring (NILM) approach that enable
Externí odkaz:
http://arxiv.org/abs/2208.10638
Grid-following and grid-forming inverters are integral components of microgrids and for integration of renewable energy sources with the grid. For grid following inverters, which need to emulate controllable current sources, a significant challenge i
Externí odkaz:
http://arxiv.org/abs/2207.02818
Recovery of power flow to critical infrastructures, after grid failure, is a crucial need arising in scenarios that are increasingly becoming more frequent. This article proposes a power transition and recovery strategy by proposing a mode-dependent
Externí odkaz:
http://arxiv.org/abs/2102.00046
Increased penetration of Distributed Energy Resources (DER) and Renewable Energy Systems (RES) transforming the conventional distribution grid into a transactive framework supervised by a distribution system operator (DSO). Although the emerging tran
Externí odkaz:
http://arxiv.org/abs/2101.05890
This article addresses the problem of reconstructing the topology of a network of agents interacting via linear dynamics, while being excited by exogenous stochastic sources that are possibly correlated across the agents, from time-series measurement
Externí odkaz:
http://arxiv.org/abs/2012.04175