Knowledge Tree
demand-side energy management
Also known as: DSM, demand-side management, demand-side energy management, demand-side management in buildings, demand-side energy resource management, demand-side management strategies
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A comprehensive overview on demand side energy management ... link.springer.com Mar 13, 2023 43 facts
formulaIn demand-side energy management modeling, P_max^ch and P_max^dch represent the maximum battery charging and discharging power respectively.
formulaIn demand-side energy management modeling, SoC_min(t) and SoC_max(t) represent the minimum and maximum state of charge of a battery at time t.
claimLi et al. (2018) noted that many studies have been conducted on demand side energy management due to its enormous complexity.
referenceThe article titled 'A comprehensive overview on demand side energy management towards smart grids: challenges, solutions, and future direction' was published in the journal Energy Informatics in 2023, authored by M.S. Bakare, A. Abdulkarim, M. Zeeshan, and others, with the DOI 10.1186/s42162-023-00262-7.
referenceOskouei MZ, Şeker AA, Tunçel S, Demirbaş E, Gözel T, Hocaoğlu MH, Abapour M, and Mohammadi-Ivatloo B published the paper 'A critical review on the impacts of energy storage systems and demand-side management strategies in the economic operation of renewable-based distribution network' in Sustainability, volume 14, issue 4, article 2110, in 2022.
claimThe paper 'A comprehensive overview on demand side energy management' identifies challenges related to the full implementation of demand side management (DSM) in smart grids (SG) and proposes accompanying solutions.
formulaIn demand-side energy management modeling, S_i(i) represents customer satisfaction.
referenceThe article titled 'A comprehensive overview on demand side energy management towards smart grids: challenges, solutions, and future direction' was authored by M.S. Bakare, A. Abdulkarim, M. Zeeshan, and others, and published in the journal Energy Informatics in 2023.
claimThe article 'A comprehensive overview on demand side energy management towards smart grids: challenges, solutions, and future direction' is published under a Creative Commons license, which requires users to obtain permission from the copyright holder for uses not permitted by the license or statutory regulation.
claimDemand response, distributed energy resources, and energy efficiency are three categories of demand side energy management activities that are growing in popularity due to technological advancements in smart grids.
formulaIn demand-side energy management modeling, TOP_n represents the number of a shiftable load's time of operation.
formulaIn demand-side energy management modeling, eta_ch represents the battery's charge efficiency.
referenceThe article titled 'A comprehensive overview on demand side energy management towards smart grids: challenges, solutions, and future direction' was published in the journal Energy Informatics (Energy Inform) in 2023, with authors including M.S. Bakare, A. Abdulkarim, and M. Zeeshan.
formulaIn demand-side energy management modeling, E_bat^cap and E_bat^t represent the capacity of a battery and the energy of a battery at any time t, measured in kWh.
referenceWu et al. (2019) proposed a demand-side energy management strategy for electric vehicle charging stations using approximate dynamic programming, published in Energy Conversion and Management.
formulaIn demand-side energy management modeling, W_n(t) represents the operation state of a shiftable load at time t.
claimDemand side energy management strategies generally categorize energy consumers into three main groups: residential (R), commercial (C), and industrial (I) energy users.
formulaIn demand-side energy management modeling, P_bat^ch(t) and P_bat^dch(t) represent the battery's charging and discharging power respectively at time t.
formulaIn demand-side energy management modeling, P_ch(t) and P_dch(t) represent the charging and discharging power of an electric vehicle at time t respectively.
formulaIn demand-side energy management modeling, P_grid^max represents the maximum energy from the grid at time t.
formulaIn demand-side energy management modeling, E_ij represents the energy requirement for energy phase j in appliance i.
referenceDemand side energy management (DSM) reduces energy acquisition costs and associated penalties by continuously monitoring energy use and managing appliance schedules, according to Dranka and Ferreira (2019).
referenceBukoski JJ, Chaiwiwatworakul P, and Gheewala SH published 'Energy savings versus costs of implementation for demand side management strategies within an energy-efficient tropical residence' in Energy Efficiency, volume 9, issue 2, pages 473–485, in 2016.
claimDemand side energy management reduces the cost of energy acquisition and associated penalties by continuously monitoring energy use and managing appliance schedules.
formulaIn demand-side energy management modeling, P_max(t) represents the maximum power level of an electric vehicle at time t.
claimThe paper 'A comprehensive overview on demand side energy management' examines recent trends in optimization techniques used within demand side management (DSM).
claimDemand side energy management (DSM) reduces energy acquisition costs and associated penalties by continuously monitoring energy use and managing appliance schedules, according to Dranka and Ferreira (2019).
formulaIn demand-side energy management modeling, T_min and T_max represent the minimum and maximum temperature constraints.
formulaIn demand-side energy management modeling, P_ij^k represents the energy assigned to energy phase j of appliance i during the whole period of a time slot.
referenceThe article 'A comprehensive overview on demand side energy management' is published under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution, and reproduction in any medium or format, provided appropriate credit is given to the original authors and the source, a link to the license is provided, and any changes made are indicated.
referenceFreeman R (2005) discussed managing energy, specifically reducing peak load and managing risk through demand response and demand-side management strategies.
referenceKhan ZA, Ahmed S, Nawaz R, Mahmood A, and Razzaq S (2015) reviewed optimization-based individual and cooperative demand-side management strategies in smart grids, presented at the Power Generation System and Renewable Energy Technologies conference.
referenceWu, Ravey, Chrenko, and Miraoui published the paper 'Demand side energy management of EV charging stations by approximate dynamic programming' in Energy Conversion and Management in 2019.
claimThe paper 'A comprehensive overview on demand side energy management' reviews demand side management (DSM) policies, techniques, and their applications for reducing peak electricity demand and electricity prices.
procedureThe PRISMA reviewing methodology was adopted in this study to analyze relevant literature and focus on issues identified as barriers to improving demand side energy management functioning.
formulaIn demand-side energy management modeling, P_ij^t represents the total energy required by all running appliances at time t.
referenceKhalid A, Javaid N, Mateen A, Khalid B, Khan ZA, and Qasim U (2016) implemented demand-side management strategies using a combination of hybrid bacterial foraging and genetic algorithm optimization techniques.
referenceLi et al. (2018) noted that many studies have been conducted on demand side energy management due to its enormous complexity.
formulaIn demand-side energy management modeling, PD_i and PD_max represent the instantaneous and maximum instantaneous power demand in kW respectively.
claimDemand side energy management strategies generally categorize energy consumers into three groups: residential (R), commercial (C), and industrial (I) energy users.
referenceOskouei et al. (2022) conducted a critical review of how energy storage systems and demand-side management strategies impact the economic operation of renewable-based distribution networks.
claimDemand-side energy management (DSM) reduces energy acquisition costs and associated penalties by continuously monitoring energy usage and managing appliance schedules.
referenceBukoski JJ, Chaiwiwatworakul P, and Gheewala SH analyzed the energy savings versus implementation costs for demand side management strategies in an energy-efficient tropical residence in a 2016 study published in Energy Efficiency.
Comprehensive framework for smart residential demand side ... nature.com Mar 22, 2025 16 facts
referencePanda et al. (2022) analyzed the integration of distributed energy resources and energy storage systems into smart distribution networks using demand-side management strategies.
referenceLiao, W. et al. conducted a comparative study of demand-side energy management strategies for building-integrated photovoltaics-battery systems and electric vehicles in diversified building communities, published in Applied Energy, volume 361, in 2024.
claimUncertainties in load demand and customer prioritization are critical factors frequently considered in the formulation of demand-side management strategies.
referenceLiao et al. performed a comparative study on demand-side energy management strategies for buildings equipped with photovoltaics, batteries, and electric vehicles, revealing synergies between distributed generation and adaptive load control.
referenceMa et al. (2019) proposed a demand-side energy management system for residential building heating and ventilation that accounts for electricity price oscillations.
referenceLiao, W. et al. conducted a comparative study of demand-side energy management strategies for building-integrated photovoltaics-battery systems and electric vehicles in diversified building communities in 2024.
referenceMa et al. (2019) proposed a demand-side energy management strategy for residential building heating and ventilation systems that accounts for price oscillations.
claimUncertainties in load demand and customer prioritization are significant factors that are frequently considered in the formulation of demand-side management strategies.
claimLiao et al. performed a comparative study on demand-side energy management strategies for buildings equipped with photovoltaics, batteries, and electric vehicles, revealing the synergies between distributed generation and adaptive load control.
referenceAl-Jabery et al. (2016) applied approximate dynamic programming to manage the demand-side energy usage of domestic electric water heaters.
referenceLiao et al. performed a comparative study on demand-side energy management strategies for buildings equipped with photovoltaics, batteries, and electric vehicles, revealing the synergies between distributed generation and adaptive load control.
referenceW. Liao et al. conducted a comparative study of demand-side energy management strategies for building-integrated photovoltaics, battery systems, and electric vehicles in diversified building communities in 2024.
referenceA. Medeiros et al. examined demand-side and flexible energy resource management for operating smart electric vehicle charging stations in 2024.
referenceAl-Jabery et al. (2016) applied approximate dynamic programming to manage the demand-side energy usage of domestic electric water heaters.
referenceMa et al. (2019) proposed a demand-side energy management strategy for residential building heating and ventilation systems that accounts for price oscillations.
referenceKorkas et al. (2022) developed an approximate dynamic programming approach for demand-side management in buildings, optimizing energy, thermal, electric vehicle, and storage loads.
Climate Shocks Are Redefining Energy Security energypolicy.columbia.edu Jul 15, 2025 2 facts
Demand side management using optimization strategies for efficient ... journals.plos.org Mar 21, 2024 2 facts
claimConstraints in demand-side energy management and grid optimization serve to balance requirements, optimize renewable energy usage, meet electric vehicle (EV) operational needs, ensure efficient electricity usage, maintain grid stability, and prevent overloading.
formulaThe revised objective function F for demand-side energy management is expressed as F = Dpeak + R(t) + I(t), where Dpeak is the peak demand during time period T, and R(t) and I(t) represent the total residential and IT sector loads at time t.
Demand-Side Approaches for Rapid Load Growth | ACEEE aceee.org Feb 25, 2026 1 fact
claimMcGee Young is the Founder and CEO of WattCarbon, a company working at the intersection of demand-side energy, distributed energy resources (DERs), and market mechanisms for energy and climate value.
Sustainable Energy Transition for Renewable and Low Carbon Grid ... frontiersin.org Mar 23, 2022 1 fact
referenceTechnologies and approaches to enable sustainable electricity include developing smart grids to replace traditional grids, decentralizing electricity generation and use, electrifying transport, developing energy storage technologies, and implementing demand-side management strategies such as time-dependent electricity tariffs and smart meters.