원문정보
초록
영어
In this study, we propose an operations model to automate a home energy management system (HEMS) that utilizes an energy storage system (ESS) in consideration of consumer utility. Most previous studies focused on the system for the profits obtained from trading charged energy using large-scale ESS. By contrast, the present study focuses on constructing a home-level energy management system that considers consumer’s utility over energy consumption. Depending on personal preference, some residential consumers may prefer consuming additional energy to earn increased profits through price arbitrage and vice versa. However, the current system could not yet reflect on this aspect. Thus, we develop an operations model for HEMS that could automatically control energy consumption while considering the level of consumer’s preference and the economic benefits of using an ESS. The results of simulations using a dataset of the Korean market show that an operations policy of charging and discharging can be changed depending on consumer’s utility. The impact of this policy is not ignorable. Moreover, the technical specifications of ESS, such as self-discharge rate and round-trip efficiency, can affect the operations policy and automation of HEMS.
목차
Ⅰ. Introduction
Ⅱ. Literature Review
Ⅲ. A Model for ESS Operations in Home Energy Management System
3.1. A Proposed Model for ESS
3.2. Descriptions of Parameters and Constraints
Ⅳ. Analysis and Comparison Study
4.1. Data Description
4.2. Effects of ESS Operations without Consumer Utility
4.3. Effects of ESS Operations with Consumer Utility
4.4. Impact of Efficiencies on the Performance
4.5. The Impact of Energy Storage Capacity
Ⅴ. Description of Decision Support System
Ⅵ. Conclusions and Further Studies
Acknowledgments