Load Scheduling for Household Energy Consumption Optimization

被引：170

作者：

Agnetis, Alessandro ^{[1
]}

de Pascale, Gianluca ^{[1
]}

Detti, Paolo ^{[1
]}

Vicino, Antonio ^{[1
]}

机构：

[1] Univ Siena, Dipartimento Ingn Informaz & Sci Matemat, I-53100 Siena, Italy

来源：

IEEE TRANSACTIONS ON SMART GRID | 2013年 / 4卷 / 04期

基金：

芬兰科学院;

关键词：

Aggregator; appliance scheduling; energy box; household electricity consumption; smart grid;

D O I：

10.1109/TSG.2013.2254506

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：

This paper concerns the problem of optimally scheduling a set of appliances at the end-user premises. In the context of electricity smart grids, the electric energy fee varies over time and the user may receive a reward from an energy aggregator if he/she modifies his/her consumption profile during certain time intervals. The problem is to schedule the operation of the appliances taking into account overall costs, climatic comfort level and timeliness. We devise a MILP model and a heuristic algorithm accounting for a typical household user. Several numerical simulation results are reported, showing that the problem can be efficiently solved in real-life instances.

引用

页码：2364 / 2373

页数：10

共 17 条

[1]

Agnetis A., P 2011 IEEE 1 INT WO, P96

[2]

Agnetis A, 2011, IEEE DECIS CONTR P, P5899, DOI 10.1109/CDC.2011.6160450

[3]

Ahamed T. P. I., 2011, P 2011 2 IEEE PES IN

[4]

[Anonymous], 1979, Computers and Intractability: A Guide to the Theory of -Completeness

[5]

Belhomme R., 2011, P IEEE PES GEN M

[6] Appliance Commitment for Household Load Scheduling [J].

Du, Pengwei ;

Lu, Ning .

IEEE TRANSACTIONS ON SMART GRID, 2011, 2 (02) :411-419

[7]

Duy L, 2006, IRI 2006: PROCEEDINGS OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION, P86

[8]

Gonzalez R., 2011, D2 1 ALGORITHMS AGGR

[9] Robust energy planning in buildings with energy and comfort costs [J].

Jacomino, Mireille ;

Minh Hoang Le .

4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH, 2012, 10 (01) :81-103

[10]

Kishore S, 2010, INT CONF SMART GRID, P443, DOI 10.1109/SMARTGRID.2010.5622084

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