Nariman Mahdavi
YOU?
Author Swipe
View article: Price-aware RL for HVAC control: maintaining comfort and enhancing flexibility validated across dual open-source platforms
Price-aware RL for HVAC control: maintaining comfort and enhancing flexibility validated across dual open-source platforms Open
View article: Electricity Price Spike Forecasting via Multivariate AVGNet with Graph Neural Networks
Electricity Price Spike Forecasting via Multivariate AVGNet with Graph Neural Networks Open
View article: An environment-adaptive SAC-based HVAC control of single-zone residential and office buildings
An environment-adaptive SAC-based HVAC control of single-zone residential and office buildings Open
This study introduces an advanced reinforcement learning (RL)-based control strategy for heating, ventilation, and air conditioning (HVAC) systems, employing a soft actor-critic agent with a customized reward mechanism. This strategy integ…
View article: A New Definition of Demand Response in the Distributed Energy Resource Era
A New Definition of Demand Response in the Distributed Energy Resource Era Open
Demand response is a concept that has been around since the very first electric power systems. However, we have seen an explosion of research on demand response and demand-side technologies in the past 30 years, coinciding with the shift t…
View article: Quantifying the predictability of renewable energy data for improving power systems decision-making
Quantifying the predictability of renewable energy data for improving power systems decision-making Open
View article: Linear OPF-based Robust Dynamic Operating Envelopes with Uncertainties in Unbalanced Distribution Networks
Linear OPF-based Robust Dynamic Operating Envelopes with Uncertainties in Unbalanced Distribution Networks Open
Dynamic operating envelopes (DOEs), as a key enabler to facilitate DER integration, have attracted increasing attention in the past years. However, uncertainties, which may come from load forecast errors or inaccurate network parameters, h…
View article: Load Balancing in Low-Voltage Distribution Networks via Optimizing Residential Phase Connections
Load Balancing in Low-Voltage Distribution Networks via Optimizing Residential Phase Connections Open
Unbalance issues in low-voltage distribution networks (LVDN) can be worsened by increasing penetration of residential PV generation if unevenly distributed among three phases. To address this issue, the phase-switching device (PSD) provide…
View article: An Analytical Model for Demand Response of Variable-Speed Air Conditioners
An Analytical Model for Demand Response of Variable-Speed Air Conditioners Open
Air conditioners are a ubiquitous type of thermostatically controlled loads (TCLs) that can drive peak electricity demand on hot or cold temperature days. TCLs have been at the centre of much research in recent years as an effective demand…
View article: Single-site and multi-site reference controller designs
Single-site and multi-site reference controller designs Open