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 language | English (US) |
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Article number | 117847 |
Journal | Energy |
Volume | 203 |
DOIs | |
State | Published - 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