Residential Energy Management Using a Two-Horizon Algorithm

被引：29

作者：

Beaudin, Marc ^{[1
]}

Zareipour, Hamidreza ^{[1
]}

Bejestani, Arman Kiani ^{[1
]}

Schellenberg, Antony ^{[1
]}

机构：

[1] Univ Calgary, Dept Elect Engn, Calgary, AB T2N 1N4, Canada

来源：

IEEE TRANSACTIONS ON SMART GRID | 2014年 / 5卷 / 04期

关键词：

Appliance modeling; power scheduling; multi-timescale; residential energy management; ELECTRICITY; DEMAND; RESOURCES; LOADS; MODEL; HOME;

D O I：

10.1109/TSG.2014.2310395

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

The increasing demand for electricity and the emergence of smart grids have presented new opportunities for residential energy management systems (REMS) in demand response market. Several techniques are available for optimizing the operation schedules and decisions of REMS. However, it can be challenging for REMS to capture sufficient resolution and horizon to make good short-term and long-term decisions, respectively, under limited computing resources. We propose a two-horizon algorithm, which can achieve high resolution schedules with reasonable value of energy services while limiting computation time. Simulation results are provided to confirm the validity of the proposed approach.

引用

页码：1712 / 1723

页数：12

共 54 条

[41]

Molderink A, 2009, 2009 IEEE BUCHAREST POWERTECH, VOLS 1-5, P2939

[42] Controlling home and office appliances with smart phones [J].

Nichols, Jeffrey ;

Myers, Brad A. .

IEEE PERVASIVE COMPUTING, 2006, 5 (03) :60-67

[43] Changing the Electricity Game [J].

Nourai, Ali ;

Schafer, Chris .

IEEE POWER & ENERGY MAGAZINE, 2009, 7 (04) :42-47

[44]

Pedrasa M., 2010, P PMAPS

[45]

Pedrasa MA, 2009, 2009 IEEE BUCHAREST POWERTECH, VOLS 1-5, P1379

[46] Coordinated Scheduling of Residential Distributed Energy Resources to Optimize Smart Home Energy Services [J].

Pedrasa, Michael Angelo A. ;

Spooner, Ted D. ;

MacGill, Iain F. .

IEEE TRANSACTIONS ON SMART GRID, 2010, 1 (02) :134-143

[47] Scheduling of Demand Side Resources Using Binary Particle Swarm Optimization [J].

Pedrasa, Michael Angelo A. ;

Spooner, Ted D. ;

MacGill, Iain F. .

IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (03) :1173-1181

[48]

Rabaey J., 2001, Smart Energy Distribution and Consumption: Information Technology as an Enabling Force

[49] Energy storage system scheduling for an isolated microgrid [J].

Ross, M. ;

Hidalgo, R. ;

Abbey, C. ;

Joos, G. .

IET RENEWABLE POWER GENERATION, 2011, 5 (02) :117-123

[50] Modelling and evaluation of control schemes for enhancing load shift of electricity demand for cooling devices [J].

Stadler, Michael ;

Krause, Wolfram ;

Sonnenschein, Michael ;

Vogel, Ute .

ENVIRONMENTAL MODELLING & SOFTWARE, 2009, 24 (02) :285-295

← 1 2 3 4 5 6 →