Day-ahead dispatch of integrated electric-heat systems considering weather-parameter-driven residential thermal demands

Cheng Wang, Chuang Liu, Yuzhang Lin, Tianshu Bi

Research output: Contribution to journalArticlepeer-review

Abstract

Weather parameters, such as outdoor temperature, solar radiation, and wind velocity, not only affect the residential thermal demands (RTDs) but also are the key influencing factors of renewable power generation outputs (RPGOs). This paper aims to make up for the insufficient modeling efforts in coordinating the endogenous correlated RTDs and RPGOs for the scheduling of the integrated electric-heat system (IEHS). The tractable residential thermal balance equation is derived considering the impacts of weather parameters. Then, a scenario-based two-stage stochastic dispatch model for the IEHS is proposed, where the regional weather parameters are employed to generate the scenarios of the RTDs and RPGOs. The simulation results verify the necessity of considering multiple weather parameters in RTD modeling, as well as coordinating RTDs and RPGOs in IEHS dispatch.

Original languageEnglish (US)
Article number117847
JournalEnergy
Volume203
DOIs
StatePublished - Jul 15 2020

Keywords

  • Day-ahead dispatch
  • Integrated electric-heat system
  • Renewable power generation
  • Residential thermal load modeling
  • Weather parameters

ASJC Scopus subject areas

  • Mechanical Engineering
  • Pollution
  • Energy Engineering and Power Technology
  • General Energy
  • Electrical and Electronic Engineering
  • Management, Monitoring, Policy and Law
  • Industrial and Manufacturing Engineering
  • Building and Construction
  • Fuel Technology
  • Renewable Energy, Sustainability and the Environment
  • Civil and Structural Engineering
  • Modeling and Simulation

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