Gradient Statistics Aware Power Control for Over-the-Air Federated Learning
IEEE Transactions on Wireless Communications, 2020 Federated learning (FL) is a promising technique that enables many edge devices to train a machine learning model collaboratively in wireless networks. By exploiting the superposition nature of wireless waveforms, over-the-air computation (AirComp) can ...
Naifu Zhang, M. Tao
semanticscholar +1 more source
Uplink Fractional Power Control and Downlink Power Allocation for Cell-Free Networks
IEEE Wireless Communications Letters, 2020 This letter proposes respective policies for uplink power control and downlink power allocation in cell-free wireless networks. Both policies rely only on large-scale quantities and are expressed in closed form, being therefore scalable.
Rasoul Nikbakht, R. Mosayebi, A. Lozano
semanticscholar +1 more source
Towards Optimal Power Control via Ensembling Deep Neural Networks [PDF]
IEEE Transactions on Communications, 2018 A deep neural network (DNN) based power control method that aims at solving the non-convex optimization problem of maximizing the sum rate of a fading multi-user interference channel is proposed. Towards this end, we first present PCNet, which is a multi-
Fei Liang, Cong Shen, Wei Yu, Feng Wu
semanticscholar +1 more source
Adaptive Grid Partitioning Considering Power Supply and Load Distribution
IEEE Access, 2022 Renewable energy such as wind power, hydro-power and photovoltaic are connected to the power system as distributed power sources will increase the instability of power system operation.
Gang Yao +4 more
doaj +1 more source
Reactive Power Control in Power System using Modified UPFC [PDF]
, 2017 The power system is a exceptionally nonlinear system that works in an always showing signs of change condition, loads, generator yields, topology and key working parameters changes consistently.
Bilal, E. M. (Engr) +2 more
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A time-of-use based electricity price package mechanism in retail market considering consumers’ diversity [PDF]
E3S Web of Conferences, 2020 In the deregulated retail market, consumers should have more right of choice for paying for their energy demand. This paper focuses on the design of electricity price package mechanism in retail market considering the demand elasticity of consumers.
Luo Gang +6 more
doaj +1 more source
A power sharing series power BJT array with isolated low voltage control for AC power control applications [PDF]
, 2006 A technique for a continuously variable AC resistance using a series BJT array is presented. This array provides high power dissipation capability and uniform voltage and power distribution across the individual transistors. The array, controlled using a
Cho, Paul, Kularatna, Nihal
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Non-Intrusive Load Identification Method Based on Self-Supervised Regularization
IEEE Access, 2023 Non-intrusive load monitoring is a novel and cost-effective technology for monitoring details of electricity consumption and identifying the operating status of appliances.
Ruifeng Zhao +5 more
doaj +1 more source
The Meta Distribution of the SIR for Cellular Networks With Power Control [PDF]
IEEE Transactions on Communications, 2017 The meta distribution of the signal-to-interference ratio (SIR) provides fine-grained information about the performance of individual links in a wireless network.
Yuanjie Wang, M. Haenggi, Z. Tan
semanticscholar +1 more source
Optimization of constant power control of wind turbines to provide power reserves [PDF]
, 2013 In several countries, the wind power penetration increased tremendously in the last years. As the current wind turbines do not participate in frequency control nor reserve provision, this may compromise the proper functioning of the primary control and ...
De Kooning, Jeroen +4 more
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