Czasopismo | PRZEGLĄD ELEKTROTECHNICZNY | Rocznik 2017 - zeszyt 3

A home energy management algorithm in demand response events for household peak load reduction

10.15199/48.2017.03.46

nr katalogowy: 104332
10.15199/48.2017.03.46

In the last decades, home energy consumption has increased significantly due to increasing load demand in the residential sector. This paper presents a home energy management (HEM) algorithm to manage the home appliances in a house during a demand response (DR) event. The developed algorithm considers load appliances according to customer preference setting, priority of appliance, and comfortable lifestyle that can be changed at any given time and performs DR at appliance level. The load models are developed based on the operational and physical characteristics for the purpose of DR strategies. Appropriate residential load models are required to support the DR strategies and therefore air conditioner, water heater, electric vehicle and washing machine are chosen as the loads. The proposed HEM algorithm is shown to be effective in managing power consumption at appliances level and can maintain the total household power consumption below its demand limit (DL) without affecting the comfort level. Streszczenie. W artykule predstawiono algorytm do zarządzania konsumpcja energii w gospodarstwach domowych. Algorytm zarządza enegią przy założonym poziomie dopuszczalnego limitu I bazuje na charakterystykach urządzeń podłączonych do sieci. Algorytm zarządzania konsumpcj a enegii w gospodarstwach domowych Keywords: Home energy management, demand response, smart appliance, energy efficiency, peak load reduction. Słowa kluczowe: konsumpcja energii, gospodarstwo domowe, algorytm HEM Introduction Electricity power consumption varies between seasons of the year, and days of the week, where the highest peak hour demands typically happens when the weather temperature is high. In several situations, especially in the summer season, end user has to pay more than the normal electricity price because of increased energy consumption for cooling purposes [1]. Residential load represents the largest energy consumption and to reduce the electricity generation [...]

Bibliografia

[1] Zhang X., Shahidehpour M., Alabdulwahab A., Abusorrah A., Hourly Electricity Demand Response in the Stochastic Day- Ahead Scheduling of Coordinated Electricity and Natural Gas Networks, IEEE Trans on Power Syst. 31 (2016) 592-601.
[2] Maharjan S., Zhu Q., Zhang Y., Gjessing S., Basar T., Demand Response Management in the Smart Grid in a Large Population Regime, IEEE Trans on SG. 7 (2016) 189-199.
[3] Moreno-Munoz A., Bellido-Outeirino F.J., Siano P., Gomez- Nieto M.A., Mobile social media for smart grids customer engagement: Emerging trends and challenges, Renewable and Sustainable Energy Reviews. 53 ( 2016)1611-1616.
[4] Ahmed M.S., Mohamed A., Homod R. Z., Shareef H., Real time optimal schedule controller for home energy management system using new binary backtracking search algorithm, Energy and Buildings. 138 (2017) 215-227.
[5] Kushiro N., A Basic Study for Realizing Life Event Sensor for Home Energy Management System, Knowledge-Based information systems in Practice. Springer International Publishing, (2015) 21-38.
[6] Patel K., Khosla A., Home energy management systems in future Smart Grid networks: A systematic review, IEEE NGCT. (2015) 479-483.
[7] Gudi N., Wang L., Devabhaktuni V., A demand side management based simulation platform incorporating heuristic optimization for management of household appliances, Int. J. Electr. Power Energy Syst. 43 (2012) 185-193.
[8] Hong Y. Y., Chen C. R., Yang H W., Implementation of demand response in home energy management system using immune clonal selection algorithm, IEEE CEC conf. (2015) 3377-3382.
[9] Zhang Y., Zeng P., Zang C., Optimization algorithm for home energy management system based on artificial bee colony in smart grid, IEEE CYBER conf. (2015) 734-740.
[10] Mohsenian-Rad A H., Leon-Garcia A., Optimal residential load control with price prediction in real-time electricity pricing environments, IEEE Trans on SG. 2 (2010)120-133.
[11] Ahmed M. S., Shareef H., Mohamed A., Ali J. A., Mutlag AH. Rule Base Home Energy Management System Considering Residential Demand Response Application, Appl Mechanics & Materials. 785 (2015) 526-531.
[12] Li X. H., Hong S. H., User-expected price-based demand response algorithm for a home-to-grid system, Energy. 64(2014) 437-49.
[13] Ahmed M.S., Mohamed A., Homod R. Z., Shareef H., Sabry A. H., Khalid K.B., Smart plug prototype for monitoring electrical appliances in Home Energy Management System, IEEE SCOReD conf. (2015) 32-36.
[14] Wehierek P., Konarski M., Electricity measurement accuracy in the smart metering system, Electrical review, R. 91 NR 3 / 2015.
[15] Ahmed M.S., Mohamed A., Homod R. Z., Shareef H., Khalid K., Modeling of Electric Water Heater and Air Conditioner for Residential Demand Response Strategy. International Journal of Applied Engineering Research. 11 (2016) 9037-9046.
[16] Fiori C., Ahn K., Rakha H. A., Power-based electric vehicle energy consumption model: Model development and validation, Applied Energy. 168 (2016) 257-268.
[17] Chi S., Zhang Z., Xu L., Sliding-mode sensorless control of direct-drive PM synchronous motors for washing machine applications, IEEE Trans on IA. 45 (2009) 582-90.
[18] Ahmed M.S., Mohamed A., Homod R. Z., Shareef H., Hybrid LSA-ANN Based Home Energy Management Scheduling Controller for Residential Demand Response Strategy, energies. 9 (2016) 716.

Jeśli masz wykupiony/przyznany dostęp - zaloguj się. Skorzystaj z naszych propozycji zakupu!

Publikacja


e-Publikacja (format pdf) - nr 104332 "A home energy management ..." licencja: Osobista Produkt cyfrowy	10.00 zł

Zeszyt


PRZEGLĄD ELEKTROTECHNICZNY - e-zeszyt (pdf) 2017-3 licencja: Osobista Produkt cyfrowy	55.00 zł

Prenumerata

PRZEGLĄD ELEKTROTECHNICZNY - prenumerata cyfrowa
licencja: Osobista

Produkt cyfrowy
Nowość

762.00 zł

PRZEGLĄD ELEKTROTECHNICZNY - PAKIET prenumerata PLUS
licencja: Osobista

Szczegóły pakietu

Nazwa
PRZEGLĄD ELEKTROTECHNICZNY - PAKIET prenumerata PLUS (Prenumerata papierowa + dostęp do portalu sigma-not.pl + e-prenumerata)	1002.00 zł brutto 927.78 zł netto 74.22 zł VAT (stawka VAT 8%)

1002.00 zł

PRZEGLĄD ELEKTROTECHNICZNY - papierowa prenumerata roczna + wysyłka
licencja: Osobista

Szczegóły pakietu

Nazwa
PRZEGLĄD ELEKTROTECHNICZNY - papierowa prenumerata roczna	960.00 zł brutto 888.89 zł netto 71.11 zł VAT (stawka VAT 8%)
PRZEGLĄD ELEKTROTECHNICZNY - pakowanie i wysyłka	42.00 zł brutto 34.15 zł netto 7.85 zł VAT (stawka VAT 23%)

1002.00 zł

Zeszyt

2017-3

Twój Koszyk

Publikacja

Zeszyt

Prenumerata

Zeszyt

Czasopisma