Ancillary Services Provided by Hybrid Residential Renewable Energy Systems through Thermal and Electrochemical Storage Systems

被引:14
作者
Bartolucci, Lorenzo [1 ]
Cordiner, Stefano [1 ]
Mulone, Vincenzo [1 ]
Santarelli, Marina [1 ]
机构
[1] Univ Roma Tor Vergata, Dept Ind Engn, Via Politecn 1, I-00133 Rome, Italy
关键词
renewables; ancillary services; hybrid systems; thermal storage; energy storage; microgrids; heat pump; model predictive control; optimization; MODEL-PREDICTIVE CONTROL; HEAT-PUMP SYSTEMS; MICROGRIDS; MANAGEMENT; OPTIMIZATION; SIMULATION;
D O I
10.3390/en12122429
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Energy Management System (EMS) optimal strategies have shown great potential to match the fluctuating energy production from renewables with an electric demand profile, which opens the way to a deeper penetration of renewable energy sources (RES) into the electric system. At a single building level, however, handling of different energy sources to fulfill both thermal and electric requirements is still a challenging task. The present work describes the potential of an EMS based on Model Predictive Control (MPC) strategies to both maximize the RES exploitation and serve as an ancillary service for the grid when a Heat Pump (HP) coupled with a Thermal Energy Storage (TES) is used in a residential Hybrid Renewable Energy System (HRES). Cost savings up to 30% as well as a reduction of the purchased energy unbalance with the grid (about 15%-20% depending on the season) have been achieved. Moreover, the thermal energy storage leads to a more efficient and reliable use of the Heat Pump by generally decreasing the load factor smoothing the power output. The proposed control strategy allows to have a more stable room temperature, with evident benefits also in terms of thermal comfort.
引用
收藏
页数:18
相关论文
共 31 条
[1]   Towards Efficient Energy Management of Smart Buildings Exploiting Heuristic Optimization with Real Time and Critical Peak Pricing Schemes [J].
Aslam, Sheraz ;
Iqbal, Zafar ;
Javaid, Nadeem ;
Khan, Zahoor Ali ;
Aurangzeb, Khursheed ;
Haider, Syed Irtaza .
ENERGIES, 2017, 10 (12)
[2]   Annual simulation, energy and economic analysis of hybrid heat pump systems for residential buildings [J].
Bagarella, G. ;
Lazzarin, R. ;
Noro, M. .
APPLIED THERMAL ENGINEERING, 2016, 99 :485-494
[3]   Energy Management in Buildings with Intermittent and Limited Renewable Resources [J].
Barata, Filipe ;
Igreja, Jose .
ENERGIES, 2018, 11 (10)
[4]  
Bartolucci L, 2019, ENERGY, V172, P997, DOI 10.1016/j.energy.2019.01.104
[5]   Renewable source penetration and microgrids: Effects of MILP - Based control strategies [J].
Bartolucci, Lorenzo ;
Cordiner, Stefano ;
Mulone, Vincenzo ;
Rocco, Vittorio ;
Rossi, Joao Luis .
ENERGY, 2018, 152 :416-426
[6]   A study on the energy management in domestic micro-grids based on Model Predictive Control strategies [J].
Bruni, G. ;
Cordiner, S. ;
Mulone, V. ;
Rocco, V. ;
Spagnolo, F. .
ENERGY CONVERSION AND MANAGEMENT, 2015, 102 :50-58
[7]   Multi-apartment residential microgrid with electrical and thermal storage devices: Experimental analysis and simulation of energy management strategies [J].
Comodi, Gabriele ;
Giantomassi, Andrea ;
Severini, Marco ;
Squartini, Stefano ;
Ferracuti, Francesco ;
Fonti, Alessandro ;
Cesarini, Davide Nardi ;
Morodo, Matteo ;
Polonara, Fabio .
APPLIED ENERGY, 2015, 137 :854-866
[8]   Economic assessment of flexibility offered by an optimally controlled hybrid heat pump generator: a case study for residential building [J].
D'Ettorre, F. ;
De Rosa, M. ;
Conti, P. ;
Schito, E. ;
Testi, D. ;
Finn, D. P. .
ATI 2018 - 73RD CONFERENCE OF THE ITALIAN THERMAL MACHINES ENGINEERING ASSOCIATION, 2018, 148 :1222-1229
[9]   Model predictive control of a hybrid heat pump system and impact of the prediction horizon on cost-saving potential and optimal storage capacity [J].
D'Ettorre, Francesco ;
Conti, Paolo ;
Schito, Eva ;
Testi, Daniele .
APPLIED THERMAL ENGINEERING, 2019, 148 :524-535
[10]   Experimental assessment and dynamic analysis of a hybrid generator composed of an air source heat pump coupled with a condensing gas boiler in a residential building [J].
Di Perna, Costanzo ;
Magri, Guglielmo ;
Giuliani, Giuliano ;
Serenelli, Giorgio .
APPLIED THERMAL ENGINEERING, 2015, 76 :86-97