RESEARCH ON INTELLIGENT PRE-EVALUATION OF RETIREMENT POWER BATTERY POLICY

Hu Yan, Huang Bibin, Li Qionghui, Hu Jing, Feng Kaihui

Acta Energiae Solaris Sinica ›› 2022, Vol. 43 ›› Issue (4) : 30-35.

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Acta Energiae Solaris Sinica ›› 2022, Vol. 43 ›› Issue (4) : 30-35. DOI: 10.19912/j.0254-0096.tynxb.2022-0209
Topics on Key Technologies for Safety of Electrochemical Energy Storage Systems and Echelon Utilization of Decommissioned Power Batteries

RESEARCH ON INTELLIGENT PRE-EVALUATION OF RETIREMENT POWER BATTERY POLICY

  • Hu Yan, Huang Bibin, Li Qionghui, Hu Jing, Feng Kaihui
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Abstract

Promoting cascade utilization level of retired power batteries is an important step for building the green and low-carbon circular economy. Focusing on the pre-evaluation of the retired power battery policy, this paper proposes a knowledge-based expression method for the retired power battery policy, and builds an intelligent pre-evaluation model based on fuzzy neural network for retired power battery policy, realized the automatic identification of the policy knowledge by the computer and the intelligent simulation of the decision-making behavior of policy makers, which provides a new idea for the optimization of the retired power battery policy.

Key words

power battery storage / cascade utilization / artificial intelligence / fuzzy neural network / fuzzy language

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Hu Yan, Huang Bibin, Li Qionghui, Hu Jing, Feng Kaihui. RESEARCH ON INTELLIGENT PRE-EVALUATION OF RETIREMENT POWER BATTERY POLICY[J]. Acta Energiae Solaris Sinica. 2022, 43(4): 30-35 https://doi.org/10.19912/j.0254-0096.tynxb.2022-0209

References

[1] BNEF.Battery recycling technology: A primer[R].
[2] IEA.The role of critical world energy outlook special report minerals in clean energy transitions[R]. World Economic Forum.
[3] 中国地质调查局全球矿产资源战略研究中心.全球锂、钴、镍、锡、钾盐矿产资源储量评估报告(2021)[R].
Global Mineral Resourles Strategic Research Lenter of China Geological Surrvey.Assessment report on global reserres of lithium, cobalt, nickel, lin, and potassium mineral resources(2021)[R].
[4] European Commission.Strategic dependencies and capacities[R].
[5] 李建林, 李雅欣, 吕超, 等. 退役动力电池梯次利用关键技术及现状分析[J]. 电力系统自动化, 2020, 44(13): 172-183.
LI J L, LI Y X, LYU C, et al. Key technology and research status of cascaded utilization in decommissioned power battery[J]. Automation of electric power systems, 2020, 44(13): 172-183.
[6] 闫湖, 胡静, 王哲.退役动力电池剩余电量状态估计方法研究[J]. 电器与能效管理技术, 2021(10): 33-41.
YAN H, HU J, WANG Z.Research on discharge state estimation method of retired power battery[J]. Management technology of appliances and energy efficiency, 2021(10): 33-41.
[7] 王存, 袁智勇, 王亦伟, 等. 退役动力电池梯次利用关键技术概述[J]. 新能源进展, 2021, 9(4): 327-341.
WANG C, YUAN Z Y, WANG Y W, et al. Overview of key technologies for echelon utilization of decommissioned power batteries[J]. Advances in new and renewable energy, 2021, 9(4): 327-341.
[8] 谭震, 范茂松, 赵光金, 等. 动力电池梯次利用国家标准体系综述[J/OL]. 电池, 1-5[2022-02-23]. http://kns.cnki.net/kcms/detail/43.1129.TM.20211229.2009.004.html.
TAN Z, FAN M S, ZHAO G J, et al. Review on national standard system for power battery echelon utilization[J/OL]. Battery bimonthly, 1-5[2022-2-23]. http://kns.cnki.net/kcms/detail/43.1129.TM.20211229.2009.004.html.
[9] 孟高军, 苏令, 孙玉坤, 等. 退役电池梯次利用的一致性管理研究综述[J]. 电源技术, 2021, 45(10): 1376-1379.
MENG G J, SU L, SUN Y K, et al. Review on consistency management of echelon use of retired battery[J]. Power supply technology, 2021, 45(10): 1376-1379.
[10] 李建林, 李雅欣, 黄碧斌, 等. 退役动力电池一致性评估及均衡策略研究[J]. 电力系统保护与控制, 2021, 49(12): 1-7.
LI J L, LI Y X, HUANG B B, et al. Research on consistency evaluation and control strategy of a retired power battery[J]. Power system protection and control, 2021, 49(12): 1-7.
[11] 杨康康, 张文杰, 张钦红.考虑梯次利用的动力电池回收激励政策研究[J/OL]. 工业工程与管理, 1-13[2022-02-23]. http://kns.cnki.net/kcms/detail/31.1738.T.20211207.1926.006.html.
YANG K K, ZHANG W J, ZHANG Q H.Incentive policy of power battery recycling considering ladder utilization[J/OL]. Industrial engineering and management, 1-13[2022-02-23]. http://kns.cnki.net/kcms/detail/31.1738.T.20211207.1926.006.html.
[12] 苏利阳.我国新能源汽车发展政策实施评估及启示[J]. 环境保护, 2021, 49(22): 41-47.
SU L Y.Evaluation on the policy implementation of China’s new energy vehicle and its implication[J]. Environmental protection, 2021, 49(22): 41-47.
[13] 刘懿颉.中国汽车产业发展环境影响评价与政策模拟研究[D]. 北京: 清华大学, 2017.LIU Y J.Environmental impact assessment and policy simulation of the Chinese automotive industry[D]. Beijing: Tsinghua University, 2017.
[14] 周篁.基于智能工程的风电发展政策研究方法[J]. 电网技术, 2003, 27(12): 58-61.
ZHOU H.Research on developing strategy for wind power generaton based on intelligent engineering[J]. Power system technology, 2003, 27(12): 58-61.
[15] 周篁.可再生能源发电政策智能模拟方法的研究[D]. 北京: 中国电力科学研究院, 2003.
ZHOU H.Study on intelligence simulation method of renewable energy generation Policy[D]. Beijing: China Electric Power Research Institute, 2003.
[16] 杨伦标, 高英仪.模糊数学原理与应用[M]. 第二版广州:华南理工大学出版社,1996.YANG L B,GAO Y Y.Prinliple and application of fuzzy mathematics[M]. Second edition.Guangzhou: South China university of Technology press, 1996.
[17] 席爱民.模糊控制技术[M]. 西安: 电子科技大学出版社, 2008.XI A M.Fuzzy control technology[M]. xi’an: University of Electronic Science and Technohgy of China Press, 2008.
[18] 刘若桐, 李建林, 吕喆, 等. 退役动力电池应用潜力分析[J]. 电气技术, 2021, 22(8): 1-9.
LIU R T, LI J L, LYU Z, et al. Application potential analysis of decommissioned power batteries[J]. Electrical engineering, 2021, 22(8): 1-9.
[19] 孙舟, 田贺平, 王伟贤, 等. 梯次利用电池储能系统参与用户侧削峰填谷的经济性研究[J]. 太阳能学报, 2021, 42(4): 95-98.
SUN Z, TIAN H P,WANG W X, et al. Research on economy of echelon utilization battery energy storage system for user-side peak load shifting[J]. Acta energiae solaris sinica, 2021, 42(4): 95-98.
[20] 邵立勇, 游峰, 王红美, 等. 梯次利用电池平准化经济性分析[J]. 现代工业经济和信息化, 2021(11): 198-202.
SHAO L Y, YOU F, WANG H M, et al. Economic analysis of battery cascade utilization[J]. Modern industrial economy and informationization, 2021(11): 198-202.
[21] 李雄, 李培强.梯次利用动力电池规模化应用经济性及经济边界分析[J]. 储能科学与技术, 2022, 11(2): 717-725.
LI X, LI P Q.Analysis of economics and economic boundaries of large-scale application of power batteries in cascade utilization[J]. Energy storage science and technology, 2022, 11(2): 717-725.
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