Optimal sizing of residential battery systems with multi-year dynamics and a novel rainflow-based model of storage degradation: An extensive Italian case study
被引:31
作者:
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Fioriti, Davide
[1
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Pellegrino, Luigi
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机构:
Ric Sul Sistema Energet, Via Rubattino 54, I-20134 Milan, ItalyUniv Pisa, DESTEC, Largo Lucio Lazzarino 1, I-56122 Pisa, Italy
Pellegrino, Luigi
[2
]
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Lutzemberger, Giovanni
[1
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Micolano, Enrica
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Ric Sul Sistema Energet, Via Rubattino 54, I-20134 Milan, ItalyUniv Pisa, DESTEC, Largo Lucio Lazzarino 1, I-56122 Pisa, Italy
Micolano, Enrica
[2
]
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Poli, Davide
[1
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[1] Univ Pisa, DESTEC, Largo Lucio Lazzarino 1, I-56122 Pisa, Italy
[2] Ric Sul Sistema Energet, Via Rubattino 54, I-20134 Milan, Italy
Hybrid energy home systems design;
Lithium Battery Energy Storage System (BESS);
Heuristic optimization;
State-of-Health (SoH);
Domestic microgrid;
Long-term optimization;
LITHIUM-ION;
CYCLE-LIFE;
ENERGY-SYSTEMS;
CAPACITY;
POWER;
OPTIMIZATION;
INTEGRATION;
GENERATION;
D O I:
10.1016/j.epsr.2021.107675
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:
Residential battery storage to perform load shifting and demand side management has become of utmost importance to improve hosting capacity, increase renewable energy penetration and meet environmental targets, especially with energy community policies. As the lifetime of electrochemical batteries depends upon their scheduling and environmental conditions, the multi-year effects of operational strategies can affect the economics of the investment. However, rarely complete long-term simulations of the operation of storage systems are performed to assess the battery profitability including the operational effects of aging, and limited studies account for a large statistics of consumers. In this study, we propose a multi-year sizing methodology for residential applications, where the complete lifetime of batteries is simulated at 15-min time resolution till complete degradation using an improved non-linear non-convex degradation model; the photovoltaic plant aging is also considered. An extensive analysis on the economics and commercial size best suited for 399 real load profiles in Italy is proposed. Results suggest that the break-even price of the storage is about 400 euro/kWh, which is lower than the average commercial price, and that, as reviewed, current market components may be unfit for consumers with low energy demand. Net Present Value (NPV) and Discounted PayBack Time (DPBT) can reach 5001500 euro and 8-11 years.
机构:
Univ Malaya, Fac Engn, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
Univ Engn & Technol Lahore, Constituent Coll, Dept Elect Engn, Rachna Coll Engn & Technol Gujranwala, Lahore 52250, PakistanUniv Malaya, Fac Engn, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
Akhter, Muhammad Naveed
;
Mekhilef, Saad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Fac Engn, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
King Abdulaziz Univ, Ctr Res Excellence Renewable Energy & Power Syst, Jeddah 21589, Saudi Arabia
Swinburne Univ, Sch Software & Elect Engn, Melbourne, Vic, AustraliaUniv Malaya, Fac Engn, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
Mekhilef, Saad
;
Mokhlis, Hazlie
论文数: 0引用数: 0
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Univ Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, MalaysiaUniv Malaya, Fac Engn, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
Mokhlis, Hazlie
;
Olatomiwa, Lanre
论文数: 0引用数: 0
h-index: 0
机构:
Fed Univ Technol, Dept Elect & Elect Engn, PMB 65, Minna, Nigeria
Univ Johannesburg, Fac Engn & Built Environm, Inst Intelligent Syst, Johannesburg, South AfricaUniv Malaya, Fac Engn, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
Olatomiwa, Lanre
;
Muhammad, Munir Azam
论文数: 0引用数: 0
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机构:
Univ Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, MalaysiaUniv Malaya, Fac Engn, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
机构:
Univ Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, SpainUniv Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, Spain
Ayuso, Pablo
;
Beltran, Hector
论文数: 0引用数: 0
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机构:
Univ Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, SpainUniv Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, Spain
Beltran, Hector
;
Segarra-Tamarit, Jorge
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Univ Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, SpainUniv Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, Spain
Segarra-Tamarit, Jorge
;
Perez, Emilio
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, SpainUniv Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, Spain
机构:
Univ Malaya, Fac Engn, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
Univ Engn & Technol Lahore, Constituent Coll, Dept Elect Engn, Rachna Coll Engn & Technol Gujranwala, Lahore 52250, PakistanUniv Malaya, Fac Engn, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
Akhter, Muhammad Naveed
;
Mekhilef, Saad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Fac Engn, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
King Abdulaziz Univ, Ctr Res Excellence Renewable Energy & Power Syst, Jeddah 21589, Saudi Arabia
Swinburne Univ, Sch Software & Elect Engn, Melbourne, Vic, AustraliaUniv Malaya, Fac Engn, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
Mekhilef, Saad
;
Mokhlis, Hazlie
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, MalaysiaUniv Malaya, Fac Engn, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
Mokhlis, Hazlie
;
Olatomiwa, Lanre
论文数: 0引用数: 0
h-index: 0
机构:
Fed Univ Technol, Dept Elect & Elect Engn, PMB 65, Minna, Nigeria
Univ Johannesburg, Fac Engn & Built Environm, Inst Intelligent Syst, Johannesburg, South AfricaUniv Malaya, Fac Engn, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
Olatomiwa, Lanre
;
Muhammad, Munir Azam
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, MalaysiaUniv Malaya, Fac Engn, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
机构:
Univ Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, SpainUniv Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, Spain
Ayuso, Pablo
;
Beltran, Hector
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, SpainUniv Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, Spain
Beltran, Hector
;
Segarra-Tamarit, Jorge
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, SpainUniv Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, Spain
Segarra-Tamarit, Jorge
;
Perez, Emilio
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, SpainUniv Jaume 1, Dept Ind Syst Engn & Design, Ave Sos Baynat S-N, E-12071 Castellon de La Plana, Spain