The Long-Term Usage of an Off-Grid Photovoltaic System with a Lithium-Ion Battery-Based Energy Storage System on High Mountains: A Case Study in Paiyun Lodge on Mt. Jade in Taiwan
Source abstract
Abstract
Energy supply on high mountains remains an open issue since grid connection is not feasible. In the past, diesel generators with lead–acid battery energy storage systems (ESSs) were applied in most cases. Recently, photovoltaic (PV) systems with lithium-ion (Li-ion) battery ESSs have become suitable for solving this problem in a greener way. In 2016, an off-grid PV system with a Li-ion battery ESS was installed in Paiyun Lodge on Mt. Jade (the highest lodge in Taiwan). After operating for more than 7 years, the aging of the whole electric power system became a critical issue for its long-term usage. In this work, a method is established for analyzing the massive energy data (over 7 million rows), such as daily operation patterns, as well as the C-rate, temperature, and accumulated energy distributions, and estimating the health of the Li-ion battery system. A completed electric power improvement project dealing with power system aging is reported. Based on the long-term usage experience, a simple cost analysis model comparing lead–acid and Li-ion battery systems is built, revealing that expensive Li-ion batteries can compete with cheap lead–acid batteries for long-term usage on high mountains. This case study can provide engineers and researchers with a fundamental understanding of the long-term usage of off-grid PV ESSs and engineering on high mountains.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Advanced Battery Technologies Research · Smart Grid Energy Management · Photovoltaic System Optimization Techniques
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Research and Design, Super Double Power Technology Co., Ltd., Changhua City 500042, Taiwan
Funding
Yushan National Park Headquarters, Taiwan · Super Double Power Technology Co., Ltd., Taiwan
References (100+)
Show source-provided references
1. Lithium batteries: Status, prospects and future10.1016/j.jpowsour.2009.11.048 ↗
2. Building better batteries10.1038/451652a ↗
3. Issues and challenges facing rechargeable lithium batteries10.1038/35104644 ↗
4. IEA (2023). Global EV Outlook 2023, IEA. Report.
5. Microsized Electrochemical Energy Storage Devices and Their Fabrication Techniques For Portable Applications10.1002/admt.202200459 ↗
6. Operando spectral imaging of the lithium ion battery’s solid-electrolyte interphase10.1126/sciadv.adg5135 ↗
7. Suitability of late-life lithium-ion cells for battery energy storage systems10.1016/j.est.2024.111508 ↗
8. Introduction to grid-scale battery energy storage system concepts and fire hazards10.1002/prs.12541 ↗
9. Trombetta, G.L., Leonardi, S.G., Aloisio, D., Andaloro, L., and Sergi, F. (2024). Lithium-ion batteries on board: A review on their integration for enabling the energy transition in shipping industry. Energies, 17.10.3390/en17051019 ↗
10. The impact of battery energy storage for renewable energy power grids in Australia10.1016/j.energy.2019.02.053 ↗
11. The water energy nexus in Australia - The outcome of two crises10.1016/j.wen.2018.07.003 ↗
12. Revolution of frequency regulation in the converter-dominated power system10.1016/j.rser.2019.04.066 ↗
13. Zeng, H., Sun, F., Ge, W., Su, A., Gao, K., Ge, Y., Li, T., Zhu, Y., Shao, B., and Xu, T. (2018, January 17–19). Introduction of Australian 100 MW Storage Operation and Its Enlightenment to China. Proceedings of the 2018 China International Conference on Electricity Distribution (CICED), Tianjin, China.10.1109/CICED.2018.8592035 ↗
14. Fast frequency control ancillary services: An international review10.1016/j.rser.2019.109662 ↗
15. Renewable Energy Systems: Enhanced Resilience, Lower Costs10.1002/ente.201900791 ↗
16. Issues and mitigations of wind energy penetrated network: Australian network case study10.1007/s40565-018-0430-4 ↗
17. Technical prospects and challenges of anaerobic co-digestion in Bangladesh: A review10.1016/j.rser.2024.114412 ↗
18. Optimal operational planning of distribution systems: A neighborhood search-based matheuristic approach10.1016/j.segan.2024.101330 ↗
19. Basic, B.B., Krcum, M., and Juric, Z. (2024). Propeller optimization in marine power systems: Exploring its contribution and correlation with renewable energy solutions. J. Mar. Sci. Eng., 12.10.3390/jmse12050843 ↗
20. Real-Time Energy Storage Management for Renewable Integration in Microgrid: An Off-Line Optimization Approach10.1109/TSG.2014.2359004 ↗
21. Rule-Based Control of Battery Energy Storage for Dispatching Intermittent Renewable Sources10.1109/TSTE.2010.2061880 ↗
22. An ecological risk assessment of heavy metal pollution of the agricultural ecosystem near a lead-acid battery factory10.1016/j.ecolind.2014.04.040 ↗
23. Leaching of spent lead acid battery paste components by sodium citrate and acetic acid10.1016/j.jhazmat.2013.02.018 ↗
24. Charge and discharge profiles of repurposed LiFePO4 batteries based on the UL 1974 standard10.1038/s41597-021-00954-3 ↗
25. Chung, H.C., Nguyen, T.D.H., Lin, S.Y., Li, W.B., Tran, N.T.T., Thi Han, N., Liu, H.Y., Pham, H.D., and Lin, M.F. (2021). Electric characteristics evaluation of Li-ion repurposed batteries based on UL 1974. First-Principles Calculations for Cathode, Electrolyte and Anode Battery Materials, IOP Publishing. book Section 15.10.1088/978-0-7503-4685-6ch15 ↗
26. Nguyen, T.D.H., Lin, S.Y., Chung, H.C., Tran, N.T.T., and Lin, M.F. (2021). First-Principles Calculations for Cathode, Electrolyte and Anode Battery Materials, IOP Publishing.10.1088/978-0-7503-4685-6 ↗
27. Summary of Safety Standards for Repurposing Batteries
28. Action Planning and Situation Analysis of Repurposing Battery Recovery and Application in China
29. Chung, H.C. (2018). Failure mode and effects analysis of LFP battery module. engrXiv.10.31224/osf.io/acxsp ↗
30. Thermal analysis of high specific energy NCM-21700 Li-ion battery cell under hybrid battery thermal management system for EV applications10.1016/j.est.2024.111567 ↗
31. Programmable logic controlled lithium-ion battery management system using passive balancing method
32. Comparative analysis of equivalent circuit battery models for electric vehicle battery management systems10.1016/j.est.2024.111327 ↗
33. Temperature dependent ageing mechanisms in Lithium-ion batteries—A Post-Mortem study10.1016/j.jpowsour.2014.03.112 ↗
34. Rating of Batteries: A Misleading Concept C Flux Rather than C Rate10.1149/2.F01182if ↗
35. Measurements of heat generation in prismatic Li-ion batteries10.1016/j.jpowsour.2014.03.037 ↗
36. Heat generation rate measurement in a Li-ion cell at large C-rates through temperature and heat flux measurements10.1016/j.jpowsour.2015.03.008 ↗
37. Thermal hazard assessment for three C rates for a Li-polymer battery by using vent sizing package 210.1007/s10973-016-5755-5 ↗
38. Impact of Temperature and Discharge Rate on the Aging of a LiCoO2/LiNi0.8Co0.15Al0.05O2 Lithium-Ion Pouch Cell10.1149/2.0401707jes ↗
39. Effect of Temperature on the Aging rate of Li Ion Battery Operating above Room Temperature10.1038/srep12967 ↗
40. Accelerated degradation model for C-rate loading of lithium-ion batteries10.1016/j.ijepes.2018.12.016 ↗
41. The effect of charging rate on the graphite electrode of commercial lithium-ion cells: A post-mortem study10.1016/j.jpowsour.2016.10.002 ↗
42. Temperature effect and thermal impact in lithium-ion batteries: A review10.1016/j.pnsc.2018.11.002 ↗
43. Gas evolution in commercial Li-ion battery cells measured by on-line mass spectrometry - Effects of C-rate and cell voltage10.1016/j.jpowsour.2020.228968 ↗
44. Bozorgchenani, M., Kucinskis, G., Wohlfahrt-Mehrens, M., and Waldmann, T. (2022). Experimental Confirmation of C-Rate Dependent Minima Shifts in Arrhenius Plots of Li-Ion Battery Aging. J. Electrochem. Soc., 169.10.1149/1945-7111/ac580d ↗
45. Chung, H.C., Nguyen, T.D.H., Lin, S.Y., Li, W.B., Tran, N.T.T., Thi Han, N., Liu, H.Y., Pham, H.D., and Lin, M.F. (2021). Engineering integrations, potential applications, and outlooks of Li-ion battery industry. First-Principles Calculations for Cathode, Electrolyte and Anode Battery Materials, IOP Publishing. book Section 16.10.1088/978-0-7503-4685-6ch16 ↗
46. Chung, H.C. (2020). Engineering integrations, potential applications, and outlooks of Li-ion batteries. engrXiv.10.31224/osf.io/swcyg ↗
47. Lithium ion battery production10.1016/j.jct.2011.09.005 ↗
48. Thermal issues about Li-ion batteries and recent progress in battery thermal management systems: A review10.1016/j.enconman.2017.08.016 ↗
49. Comparison of different cooling methods for lithium ion battery cells10.1016/j.applthermaleng.2015.10.015 ↗
50. Toxicity, a serious concern of thermal runaway from commercial Li-ion battery10.1016/j.nanoen.2016.06.031 ↗
51. Enhanced temperature uniformity with minimized pressure drop in electric vehicle battery packs at elevated C-rates10.1002/htj.22654 ↗
52. A survey of methods for monitoring and detecting thermal runaway of lithium-ion batteries10.1016/j.jpowsour.2019.226879 ↗
53. Experiment and simulation of a LiFePO4 battery pack with a passive thermal management system using composite phase change material and graphite sheets10.1016/j.jpowsour.2014.11.068 ↗
54. Reciprocating air flow for Li-ion battery thermal management to improve temperature uniformity10.1016/j.jpowsour.2011.02.076 ↗
55. Battery thermal models for hybrid vehicle simulations10.1016/S0378-7753(02)00200-8 ↗
56. The development of the Arrhenius equation10.1021/ed061p494 ↗
57. Über die Reaktionsgeschwindigkeit bei der Inversion von Rohrzucker durch Säuren10.1515/zpch-1889-0416 ↗
58. Über die Dissociationswärme und den Einfluss der Temperatur auf den Dissociationsgrad der Elektrolyte10.1515/zpch-1889-0408 ↗
59. Cycle-Life Characterization of Automotive Lithium-Ion Batteries with LiNiO2 Cathode10.1149/1.3126385 ↗
60. Correlation of Arrhenius behaviors in power and capacity fades with cell impedance and heat generation in cylindrical lithium-ion cells10.1016/S0378-7753(03)00196-4 ↗
61. Studies on LiFePO4 as cathode material using impedance spectroscopy10.1016/j.jpowsour.2010.09.121 ↗
62. Kinetics of Lithium Ion Transfer at the Interface between Graphite and Liquid Electrolytes: Effects of Solvent and Surface Film10.1021/la901829v ↗
63. Lithium-ion transfer at interface between carbonaceous thin film electrode/electrolyte10.1016/j.jpowsour.2003.09.009 ↗
64. Solvated Li-ion transfer at interface between graphite and electrolyte10.1149/1.1763141 ↗
65. Aging mechanism in Li ion cells and calendar life predictions10.1016/S0378-7753(01)00722-4 ↗
66. An EIS study of the anode Li/PEO-LiTFSI of a Li polymer battery10.1149/1.1609997 ↗
67. Ancient Babylonian astronomers calculated Jupiter’s position from the area under a time-velocity graph10.1126/science.aad8085 ↗
68. An electrochemical model for high C-rate conditions in lithium-ion batteries10.1016/j.jpowsour.2019.226885 ↗
69. Electro-thermal characterization of Lithium Iron Phosphate cell with equivalent circuit modeling10.1016/j.enconman.2014.07.011 ↗
70. Development of a universal modeling tool for rechargeable lithium batteries10.1016/j.jpowsour.2007.06.157 ↗
71. Cycle-life model for graphite-LiFePO4 cells10.1016/j.jpowsour.2010.11.134 ↗
72. Design and implementation of solar-powered charging system for lithium-ion battery balancing
73. DDoS in the IoT: Mirai and Other Botnets10.1109/MC.2017.201 ↗
74. Distributed denial of service (DDoS) resilience in cloud: Review and conceptual cloud DDoS mitigation framework10.1016/j.jnca.2016.01.001 ↗
75. Survey of network-based defense mechanisms countering the DoS and DDoS problems10.1145/1216370.1216373 ↗
76. (2024, May 04). Three Killed in Helicopter Crash in Yushan. Available online: https://news.ltn.com.tw/news/focus/paper/722637.
77. (2024, June 04). Mount Jade North Peak Helicopter Crash. Aviation Safety Council: Overweight is the Main Reason. Available online: https://news.ltn.com.tw/news/society/breakingnews/1144740.
78. (2024, June 04). The 7 Principles of Leave No Trace. Available online: https://lnt.org/why/7-principles/.
79. The 2018 Lake Louise Acute Mountain Sickness Score10.1089/ham.2017.0164 ↗
80. Physiological Responses in Humans Acutely Exposed to High Altitude (3480 m): Minute Ventilation and Oxygenation Are Predictive for the Development of Acute Mountain Sickness10.1089/ham.2018.0143 ↗
81. Acute mountain sickness in a general tourist population at moderate altitudes10.7326/0003-4819-118-8-199304150-00003 ↗
82. The incidence, importance, and prophylaxis of acute mountain sickness10.1016/S0140-6736(76)91677-9 ↗
83. Acute Mountain Sickness10.1056/NEJM196901232800402 ↗
84. Impact of Sleeping Altitude on Symptoms of Acute Mountain Sickness on Mt. Fuji10.1089/ham.2017.0106 ↗
85. Cheng, F.Y., Jeng, M.J., Lin, Y.C., Wang, S.H., Wu, S.H., Li, W.C., Huang, K.F., and Chiu, T.F. (2017). Incidence and severity of acute mountain sickness and associated symptoms in children trekking on Xue Mountain, Taiwan. PLoS ONE, 12.10.1371/journal.pone.0183207 ↗
86. Association of Cognitive Performance with Time at Altitude, Sleep Quality, and Acute Mountain Sickness Symptoms10.1016/j.wem.2016.04.008 ↗
87. Symptom Progression in Acute Mountain Sickness During a 12-Hour Exposure to Normobaric Hypoxia Equivalent to 4500M10.1089/ham.2014.1039 ↗
88. Influence of Elevation of Origin, Rate of Ascent and a Physical Conditioning Program on Symptoms of Acute Mountain Sickness10.1093/milmed/132.8.585 ↗
89. Advances in the available non-biological pharmacotherapy prevention and treatment of acute mountain sickness and high altitude cerebral and pulmonary oedema10.1080/14656566.2018.1528228 ↗
90. High-Altitude Pulmonary Edema10.1002/j.2040-4603.2012.tb00459.x ↗
91. Physiological aspects of high-altitude pulmonary edema10.1152/japplphysiol.01167.2004 ↗
92. High-altitude pulmonary edema is initially caused by an increase in capillary pressure10.1161/01.CIR.103.16.2078 ↗
93. High-altitude pulmonary oedema10.1016/S0140-6736(65)91520-5 ↗
94. High altitude pulmonary edema10.1097/00005792-196109000-00002 ↗
95. Acute Pulmonary Edema of High Altitude10.1056/NEJM196009082631003 ↗
96. High-altitude cerebral edema: Its own entity or end-stage acute mountain sickness?10.1152/japplphysiol.00861.2019 ↗
97. Acute and Evolving MRI of High-Altitude Cerebral Edema: Microbleeds, Edema, and Pathophysiology
98. Emerging concepts in acute mountain sickness and high-altitude cerebral edema: From the molecular to the morphological10.1007/s00018-009-0145-9 ↗
99. High altitude cerebral edema10.1089/1527029041352054 ↗
100. Disoriented and ataxic pilgrims: An epidemiological study of acute mountain sickness and high-altitude cerebral edema at a sacred lake at 4300 m in the Nepal Himalayas10.1580/1080-6032(2000)011[0089:DAAPAE]2.3.CO;2 ↗