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Journal ArticleDOI

A Mathematical Programming Formulation for Optimal Load Shifting of Electricity Demand for the Smart Grid

TLDR
The analysis shows that the end-user can accrue economic benefits by shifting consumer loads away from higher-priced periods, and the most likely sources of value to be derived from demand response technologies are assessed.
Abstract
We describe the background and an analytical framework for a mathematical optimization model for home energy management systems (HEMS) to manage electricity demand on the smart grid by efficiently shifting electricity loads of households from peak times to off-peak times. We illustrate the flexibility of the model by modularizing various available technologies such as plug-in electric vehicles, battery storage, and automatic windows. First, the analysis shows that the end-user can accrue economic benefits by shifting consumer loads away from higher-priced periods. Specifically, we assessed the most likely sources of value to be derived from demand response technologies. Therefore, wide adoption of such modeling could create significant cost savings for consumers. Second, the findings are promising for the further development of more intelligent HEMS in the residential sector. Third, we formulated a smart grid valuation framework that is helpful for interpreting the model's results concerning the efficiency of current smart appliances and their respective prices. Finally, we explain the model's benefits, the major concerns when the model is applied in the real world, and the possible future areas that can be explored.

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Citations
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Journal ArticleDOI

A comprehensive survey of flexibility options for supporting the low-carbon energy future

TL;DR: A review of the main existing and emerging flexibility options that can be deployed in power systems to support the integration of carbon-free and variable power production technologies is presented in this paper.
Journal ArticleDOI

Optimal Price Based Demand Response of HVAC Systems in Multizone Office Buildings Considering Thermal Preferences of Individual Occupants Buildings

TL;DR: A price-based DR strategy for multizone office buildings to co-optimize the energy cost of HVAC units and the TD levels of occupants is proposed, and a mobile interface is developed that grants occupants the ability to indicate their personal thermal preferences.
Journal ArticleDOI

Big Data Issues in Smart Grids: A Survey

TL;DR: The background and motivation of the big data paradigm in smart power systems are provided, and then the major issues related to the architectures, the key technologies, and standardizations of big data analytics in smartPower systems are analyzed.
Journal ArticleDOI

Survey on Complex Optimization and Simulation for the New Power Systems Paradigm

TL;DR: The survey concludes that the study of the integration of distributed renewable generation, demand response, electric vehicles, or even aggregators in the electricity market is still very poor and adequate models and tools to address uncertainty in energy scheduling solutions are crucial to deal with new resources.
References
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Journal ArticleDOI

Autonomous Demand-Side Management Based on Game-Theoretic Energy Consumption Scheduling for the Future Smart Grid

TL;DR: This paper presents an autonomous and distributed demand-side energy management system among users that takes advantage of a two-way digital communication infrastructure which is envisioned in the future smart grid.
Proceedings ArticleDOI

Demand Response in Electricity Markets: An Overview

TL;DR: In this paper, an overview of demand response in electricity market is presented, where the most common indices used for demand response evaluation are highlighted and some utilities experiences with different demand response programs are presented.
Journal ArticleDOI

Optimal decentralized protocol for electric vehicle charging

TL;DR: In this paper, a decentralized algorithm is proposed to optimally schedule electric vehicle (EV) charging, which exploits the elasticity of electric vehicle loads to fill the valleys in electric load profiles.
Journal ArticleDOI

Making energy visible: A qualitative field study of how householders interact with feedback from smart energy monitors

TL;DR: In this article, the authors explored how UK householders interacted with feedback on their domestic energy consumption in a field trial of real-time displays or smart energy monitors, and identified significant implications for future research and policy in this area.
Proceedings ArticleDOI

Optimal decentralized protocol for electric vehicle charging

TL;DR: A decentralized algorithm to optimally schedule electric vehicle (EV) charging as an optimal control problem, whose objective is to impose a generalized notion of valley-filling, and study properties of optimal charging profiles.
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