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Deep reinforcement learning based volt-var optimization in smart distribution systems
This paper develops a model-free volt-VAR optimization (VVO) algorithm via multi-agent
deep reinforcement learning (DRL) in unbalanced distribution systems. This method is novel …
deep reinforcement learning (DRL) in unbalanced distribution systems. This method is novel …
Power quality concerns in implementing smart distribution-grid applications
This paper maps the expected and possible adverse consequences for power quality of
introducing several smart distribution-grid technologies and applications. The material …
introducing several smart distribution-grid technologies and applications. The material …
Optimal placement of battery energy storage in distribution networks considering conservation voltage reduction and stochastic load composition
Deployment of battery energy storage (BES) in active distribution networks (ADNs) can
provide many benefits in terms of energy management and voltage regulation. In this study …
provide many benefits in terms of energy management and voltage regulation. In this study …
[HTML][HTML] Deep reinforcement learning-based two-timescale Volt-VAR control with degradation-aware smart inverters in power distribution systems
Higher penetration of intermittent solar photovoltaic (PV) systems in the distribution grid
results in frequent voltage fluctuations. The conventional voltage regulating devices …
results in frequent voltage fluctuations. The conventional voltage regulating devices …
Combined impact of network reconfiguration and volt-VAR control devices on energy savings in the presence of distributed generation
Reduction of energy consumption and energy losses is a major concern of the distribution
network operator in the present scenario. Traditionally, on-load tap changers, a shunt …
network operator in the present scenario. Traditionally, on-load tap changers, a shunt …
Real-time co-simulation platform for smart grid volt-VAR optimization using IEC 61850
This paper presents an implementation of an IEC 61850-based real-time co-simulation
platform for verification of the performance of a volt-VAR optimization (VVO) engine for smart …
platform for verification of the performance of a volt-VAR optimization (VVO) engine for smart …
Volt/var optimization: A survey of classical and heuristic optimization methods
Reactive power optimization and voltage control is one of the most critical components of
power system operation, impacting both the economy and security of system operation. It is …
power system operation, impacting both the economy and security of system operation. It is …
OPF-based CVR operation in PV-rich MV–LV distribution networks
Conservation voltage reduction (CVR) has been traditionally applied adopting moderate
settings at primary substations and when distributed generation was uncommon. However …
settings at primary substations and when distributed generation was uncommon. However …
Volt-VAr control and energy storage device operation to improve the electric vehicle charging coordination in unbalanced distribution networks
C Sabillon-Antunez… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
In this paper, a new approach is presented to solve the electric vehicle charging
coordination (EVCC) problem considering Volt-VAr control, energy storage device (ESD) …
coordination (EVCC) problem considering Volt-VAr control, energy storage device (ESD) …
Multistage multiobjective volt/var control for smart grid-enabled CVR with solar PV penetration
This article investigates the need of coordinated operation of multiple voltage regulation
devices under different time scales to enhance energy efficiency via conservation voltage …
devices under different time scales to enhance energy efficiency via conservation voltage …