Social Versus Private Benefits of Energy Efficiency Under Time-of-Use and Increasing Block Pricing

Liang, Jing; Qiu, Yueming; Xing, Bo

doi:10.1007/s10640-020-00524-y

Cited by 9 publications

(6 citation statements)

References 45 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Qiu et al (2018) evaluated a voluntary business TOU pricing plan in the Phoenix metropolitan area and found a significant reduction in energy demand during peak hours. Applying hourly electricity data, Liang et al (2021) estimated the electricity savings and social benefits of energy-efficient AC replacements under different pricing plans. Liang et al (2020) also found that TOU consumers are more likely to have solar panels and estimated that TOU correlates to the similar impact of incentives provided by tax credits or solar adoption rebates of $2,070 to10,472.…”

Section: Further Applications Of Smart Meter Datamentioning

confidence: 99%

Review of application of high frequency smart meter data in energy economics and policy research

Zhang

Qiu

2023

Front. Sustain. Energy Policy

View full text Add to dashboard Cite

The rapid popularization of advanced metering infrastructure (AMI) smart meters produces customer high-frequency energy consumption data. These data provide diverse options for energy economics and policy research. In this review, we examine studies applying high frequency smart meter data to explore the overall impact of household new technology adoption and COVID-19 on energy consumption patterns. We find that high frequency smart meter data boosts the accuracy of forecasting models with various data-driven algorithms. In addition, there is a lack of precise assessment and inclusive understanding of energy poverty in advanced economics. Smart meter data help expand and deepen the energy poverty research. Research on how vulnerable groups exhibit energy poverty can improve society's understanding of energy poverty and help implement related policy assistance programs.

show abstract

Section: Further Applications Of Smart Meter Datamentioning

confidence: 99%

Review of application of high frequency smart meter data in energy economics and policy research

Zhang

Qiu

2023

Front. Sustain. Energy Policy

View full text Add to dashboard Cite

show abstract

“…Consumers self-selected into these plans. Since the hourly marginal electricity prices determine the opportunity cost of using electricity at a given hour, consumers on different price plans will exhibit different electricity using behaviors (Liang, 2020b;Qiu et al, 2018). We thus divide our analysis by rate plans.…”

Section: Program and Datamentioning

confidence: 99%

Heterogeneous changes in electricity consumption patterns of residential distributed solar consumers due to battery storage adoption

Qiu

Xing²,

Patwardhan

et al. 2022

iScience

Self Cite

View full text Add to dashboard Cite

“…All electrical nodes are regarded as V, and all closed switching elements can be regarded as E connecting the electrical nodes at both ends. The purpose of the plant-station connection analysis is to merge all the electrical nodes connected by the closed switching devices into the same calculation node by traversing the switching devices [11]. All computing nodes are regarded as V in system network analysis.…”

Section: Problem Description Of Topology Analysismentioning

confidence: 99%

Graphical Modular Power Technology of Distribution Network Based on Machine Learning Statistical Mathematical Equation

Yuan

Yang

et al. 2022

Applied Mathematics and Nonlinear Sciences

View full text Add to dashboard Cite

The distribution network structure is complex, the equipment is numerous, and the frequency of pattern and mode changes is high. These characteristics lead to certain difficulties in power distribution automation operation and maintenance graph management. This paper adopts the mathematical statistics method of machine learning to analyze the multi-version hierarchical subscription mechanism of the distribution network graph. We conduct a breadth search on the distribution network graph to realize the automatic topology of the network. This paper implements a dynamic display system of distribution network monitoring information. The research results show that the graph-digital-analog integrated system has practical significance for data integration, application integration, and interoperability between systems.

show abstract

Social Versus Private Benefits of Energy Efficiency Under Time-of-Use and Increasing Block Pricing

Cited by 9 publications

References 45 publications

Review of application of high frequency smart meter data in energy economics and policy research

Review of application of high frequency smart meter data in energy economics and policy research

Heterogeneous changes in electricity consumption patterns of residential distributed solar consumers due to battery storage adoption

Graphical Modular Power Technology of Distribution Network Based on Machine Learning Statistical Mathematical Equation

Contact Info

Product

Resources

About