Cluster analysis and prediction of residential peak demand profiles using occupant activity data
Sign Up to like & getrecommendations! Published in 2020 at "Applied Energy"
DOI: 10.1016/j.apenergy.2019.114246
Abstract: Abstract Researching the dynamics of residential electricity consumption at finely-resolved timescales is increasingly practical with the growing availability of high-resolution data and analytical methods to characterize them. One methodological approach that is popular for exploring… read more here.
Keywords: cluster analysis; peak demand; electricity; residential peak ... See more keywords
Direct chiller power limiting for peak demand limiting control in buildings—Methodology and on-site validation
Sign Up to like & getrecommendations! Published in 2018 at "Automation in Construction"
DOI: 10.1016/j.autcon.2017.10.029
Abstract: Abstract Large electricity consumers are often charged of a high price for their peak demand for the purpose of reducing the capacity and cost, as well as the operation reliability of electricity transmission facilities. As… read more here.
Keywords: methodology; peak demand; limiting control; demand limiting ... See more keywords
Forecasting household electric appliances consumption and peak demand based on hybrid machine learning approach
Sign Up to like & getrecommendations! Published in 2020 at "Energy Reports"
DOI: 10.1016/j.egyr.2020.11.071
Abstract: Abstract Machine learning approaches have diverse applications in forecasting electrical energy consumption using smart meter data. Various classification techniques and clustering methods analyze smart meter data for accurately forecasting the electrical appliance consumption and peak… read more here.
Keywords: appliance; appliance consumption; peak demand; electrical appliance ... See more keywords
Peak demand alert system based on electricity demand forecasting for smart meter data
Sign Up to like & getrecommendations! Published in 2020 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2020.110307
Abstract: Abstract Reducing peak demand is an important cost-saving measure for small and medium enterprises (SMEs) because electricity tariff menus often include a demand charge determined by the yearly highest demand. SMEs are incentivized to reduce… read more here.
Keywords: smart meter; peak demand; meter data; demand forecasting ... See more keywords
How weather affects energy demand variability in the transition towards sustainable heating
Sign Up to like & getrecommendations! Published in 2020 at "Energy"
DOI: 10.1016/j.energy.2020.116947
Abstract: Abstract Electrification of heat will impact demands on power systems, potentially increasing sensitivity to weather variability. We have developed a spatio-temporal methodology for assessing electricity demand in the context of weather variability. We analyse varying… read more here.
Keywords: electrification heat; peak demand; variability; weather ... See more keywords
Reducing household electricity consumption during evening peak demand times: Evidence from a field experiment
Sign Up to like & getrecommendations! Published in 2020 at "Energy Policy"
DOI: 10.1016/j.enpol.2020.111657
Abstract: Abstract Peak demand reduction is a key element in demand management programs targeting the stabilization of the electricity grid. This study examines a field experiment in Austria that investigated rebates and non-monetary incentives to reduce… read more here.
Keywords: peak demand; electricity; electricity consumption; field experiment ... See more keywords
A Heuristic Combinatorial Optimization Algorithm for Load-Leveling and Peak Demand Reduction using Energy Storage Systems
Sign Up to like & getrecommendations! Published in 2017 at "Electric Power Components and Systems"
DOI: 10.1080/15325008.2017.1406017
Abstract: Abstract A method for applying combinatorial optimization algorithms to Energy Storage System (ESS) scheduling is presented in this paper. Scheduling is essential for the integration of ESS in electrical networks at grid level or at… read more here.
Keywords: reduction; leveling peak; energy; load leveling ... See more keywords
A proactive-adaptive monthly peak demand-limiting strategy for buildings with small-scale thermal storages considering load uncertainty
Sign Up to like & getrecommendations! Published in 2019 at "Science and Technology for the Built Environment"
DOI: 10.1080/23744731.2019.1634968
Abstract: Peak demand limiting is an efficient means to reduce the monthly electricity cost in a billing period (typically a month) in cases where peak demand charge is applied. This article presents an online proactive-adaptive peak… read more here.
Keywords: peak demand; demand; buildings small; strategy ... See more keywords
A Permissioned Blockchain System to Reduce Peak Demand in Residential Communities via Energy Trading: A Real-World Case Study
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2020.3047885
Abstract: Residential energy trading systems (RETS) enable homeowners with distributed energy resources (DERs) to participate in virtualized energy markets that have the potential to reduce the peak demand of residential communities. Blockchains are key enablers of… read more here.
Keywords: system; real world; peak demand; energy ... See more keywords
A Peak Demand Control Algorithm for Multiple Controllable Loads in Industrial Processes
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3105654
Abstract: The peak demand or demand limit control is an important part of the actions that industries carry out to optimize their energy consumption and reduce the costs related to their electricity billing. Prioritized switching of… read more here.
Keywords: peak demand; demand; load; control algorithm ... See more keywords
EV Scheduling Framework for Peak Demand Management in LV Residential Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Systems Journal"
DOI: 10.1109/jsyst.2021.3068004
Abstract: Increased electrification in the residential and transport sectors is changing the energy demand profiles significantly, which results in reshaped peak demand. These changes in demand profiles can cause grid overloading and jeopardize network reliability especially… read more here.
Keywords: scheduling framework; peak demand; demand; framework peak ... See more keywords