activity
20162025
most citedIntroducing machine learning for power system operation support

36 citations · 64 across the 10 of their papers we have counts for

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Showing 2019Show all

6 papers · 1 filter

eess.SP2019

Energy-Efficient MIMO Multiuser Systems: Nash Equilibrium Analysis

Hang Zou, Chao Zhang, Samson Lasaulce +2

In this paper, an energy efficiency (EE) game in a MIMO multiple access channel (MAC) communication system is considered. The existence and the uniqueness of the Nash Equilibrium (…

cs.IT2019

Decision Set Optimization and Energy-Efficient MIMO Communications

Hang Zou, Chao Zhang, Samson Lasaulce +2

Assuming that the number of possible decisions for a transmitter (e.g., the number of possible beamforming vectors) has to be finite and is given, this paper investigates for the f…

eess.SP2019

LEAP nets for power grid perturbations

Benjamin Donnot, Balthazar Donon, Isabelle Guyon +4

We propose a novel neural network embedding approach to model power transmission grids, in which high voltage lines are disconnected and reconnected with one-another from time to t…

math.OC2019

The Power Grid Library for Benchmarking AC Optimal Power Flow Algorithms

Sogol Babaeinejadsarookolaee, Adam Birchfield, Richard D. Christie +20

In recent years, the power systems research community has seen an explosion of novel methods for formulating the AC power flow equations. Consequently, benchmarking studies using t…

eess.SP2019

Cloud Storage for Multi-Service Battery Operation (Extended Version)

Mohammad Rasouli, Tao Sun, Camille Pache +4

We study a cloud storage operator who provides shared storage service for electricity end-users using the residual part of a multi-service grid-scale battery primarily used for hig…

cs.LG2019★ 10 cited

Decision-Oriented Communications: Application to Energy-Efficient Resource Allocation

Hang Zou, Chao Zhang, Samson Lasaulce +2

In this paper, we introduce the problem of decision-oriented communications, that is, the goal of the source is to send the right amount of information in order for the intended de…