Quantifying the Impact of Solar Photovoltaic and Energy Storage Assets on the Performance of a Residential Energy Aggregator

被引:30
作者
Celik, Berk [1 ]
Suryanarayanan, Siddharth [2 ]
Roche, Robin [3 ]
Hansen, Timothy [4 ]
机构
[1] Univ Toulouse, LAPLACE, F-31071 Toulouse, France
[2] Colorado State Univ, Ft Collins, CO 80523 USA
[3] Univ Bourgogne Franche Comte, UTBM, F-90010 Belfort, France
[4] South Dakota State Univ, Brookings, SD 57007 USA
基金
美国国家科学基金会;
关键词
Batteries; Home appliances; Aging; Smart homes; Degradation; Indexes; Aggregator; battery degradation; demand response; energy storage; photovoltaic solar; resource allocation; DEMAND RESPONSE; MANAGEMENT;
D O I
10.1109/TSTE.2019.2892603
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Demand response (DR) and renewable energy sources have opened new avenues for end-users to lower their energy expenses via energy management systems. Aggregators facilitate the participation of end-users by acting on their behalf and interacting with bulk electricity markets. In this paper, an energy management algorithm is presented to investigate the impact of distributed photovoltaic (PV) and central energy storage system (ESS) assets on the economic performance of an energy aggregator in the residential sector. To enable DR, the aggregator provides a competitive incentive price to end-users, and centrally optimizes the central ESS assets and schedule of committed customer elastic loads. Thus, customers reduce their daily electricity bill while the aggregator decreases the aggregated peak consumption and earns profits as a return for providing DR services. The scope of this paper pertains to the economic impact of distributed PV and central ESS assets on aggregator profits and customer savings resulting from DR, including ESS degradation. Simulation results showed that the central ESS increases the income of the aggregator, whereas residential PV reduces the impact of DR.
引用
收藏
页码:405 / 414
页数:10
相关论文
共 24 条
[1]   Load Scheduling for Household Energy Consumption Optimization [J].
Agnetis, Alessandro ;
de Pascale, Gianluca ;
Detti, Paolo ;
Vicino, Antonio .
IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (04) :2364-2373
[2]  
[Anonymous], [No title captured]
[3]  
[Anonymous], [No title captured]
[4]  
[Anonymous], 2017, CAL SOL IN PROGR HDB
[5]  
[Anonymous], [No title captured]
[6]  
[Anonymous], [No title captured]
[7]  
[Anonymous], 2011, EN ROADM 2050
[8]  
[Anonymous], [No title captured]
[9]   Demand-Side Management via Distributed Energy Generation and Storage Optimization [J].
Atzeni, Italo ;
Ordonez, Luis G. ;
Scutari, Gesualdo ;
Palomar, Daniel P. ;
Rodriguez Fonollosa, Javier .
IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (02) :866-876
[10]  
Celik B, 2017, NORTH AMER POW SYMP