Research on the conceptual model and technical architecture of data governance for intelligent coal mine

Tan Zhanglu; Wang Meijun

doi:10.19606/j.cnki.jmst.2023.02.011

Volume 8 Issue 2

Mar. 2023

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Article Navigation > Journal of Mining Science and Technology > 2023 > 8(2): 242-255

Tan Zhanglu, Wang Meijun. Research on the conceptual model and technical architecture of data governance for intelligent coal mine[J]. Journal of Mining Science and Technology, 2023, 8(2): 242-255. doi: 10.19606/j.cnki.jmst.2023.02.011

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Research on the conceptual model and technical architecture of data governance for intelligent coal mine

doi: 10.19606/j.cnki.jmst.2023.02.011

Tan Zhanglu,
Wang Meijun^,

School of Management, China University of Mining and Technology-Beijing, Beijing 100083, China

Received Date: 2022-07-12
Rev Recd Date: 2022-08-30
Publish Date: 2023-03-30

Abstract

Abstract

There have been prominent contradictions between the limited network, storage, and computing resources of intelligent coal mines and the practical needs of technical collaboration, data collaboration, business collaboration, organizational collaboration and strategic collaboration, which makes data governance a key bottleneck in the construction of intelligent coal mines.However, there is not yet a complete conceptual model and technical architecture of data governance for intelligent coal mine.In response to this problem, this paper firstly defines data governance for intelligent coal mine and its key activities, clarifies the significance of data governance to the construction of intelligent coal mines, and builds a conceptual model of data governance for intelligent coal mine based on the five-element integration theory.Secondly, by drawing on the conceptual model, this study proposed the basic idea of data governance technology framework for intelligent coal mine, designed the data governance technology framework for intelligent coal mine and discussed the implementation strategy of data governance for intelligent coal mine.This may provide analytic framework and research method for data governance for intelligent coal mine, while shed tight on the theory and applicatiou of the data governance for intelligent coal mine.
- intelligent coal mine,
- data governance,
- conceptual model,
- technical architecture,
- digital transformation

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References

[1]	王国法, 刘峰, 庞义辉, 等. 煤矿智能化——煤炭工业高质量发展的核心技术支撑[J]. 煤炭学报, 2019, 44(2): 349-357. https://www.cnki.com.cn/Article/CJFDTOTAL-MTXB201902002.htm Wang Guofa, Liu Feng, Pang Yihui, et al. Coal mine intellectualization: the core technology of high quality development[J]. Journal of China Coal Society, 2019, 44(2): 349-357. https://www.cnki.com.cn/Article/CJFDTOTAL-MTXB201902002.htm
[2]	国家发展改革委, 国家能源局, 应急管理部, 等. 关于印发《关于加快煤矿智能化发展的指导意见》的通知[EB/OL]. (2020-02-25)[2022-10-11]. http://www.gov.cn/zhengce/zhengceku/2020-03/05/content_5487081.htm.
[3]	谭章禄, 吴琦. 智慧矿山理论与关键技术探析[J]. 中国煤炭, 2019, 45(10): 30-40. doi: 10.19880/j.cnki.ccm.2019.10.006 Tan Zhanglu, Wu Qi. Analysis and discussion of smart mine theory and key technologies[J]. China Coal, 2019, 45(10): 30-40. doi: 10.19880/j.cnki.ccm.2019.10.006
[4]	国家能源局, 国家矿山安全监察局. 国家能源局国家矿山安全监察局关于印发《煤矿智能化建设指南(2021年版)》的通知[EB/OL]. (2021-06-05)[2022-10-11]. http://www.gov.cn/zhengce/zhengceku/2021-06/19/content_5619502.htm.
[5]	武西锋, 杜宴林. 经济正义视角下数据确权原则的建构性阐释[J]. 武汉大学学报: 哲学社会科学版, 2022, 75(2): 176-184. https://www.cnki.com.cn/Article/CJFDTOTAL-WSLD202202015.htm Wu Xifeng, Du Yanlin. A constructive interpretation of the principle of data right confirmation from the perspective of economics of justice[J]. Wuhan University Journal: Philosophy & Social Science, 2022, 75(2): 176-184. https://www.cnki.com.cn/Article/CJFDTOTAL-WSLD202202015.htm
[6]	王国法, 王虹, 任怀伟, 等. 智慧煤矿2025情景目标和发展路径[J]. 煤炭学报, 2018, 43(2): 295-305. doi: 10.13225/j.cnki.jccs.2018.0152 Wang Guofa, Wang Hong, Ren Huaiwei, et al. 2025 scenarios and development path of intelligent coal mine[J]. Journal of China Coal Society, 2018, 43(2): 295-305. doi: 10.13225/j.cnki.jccs.2018.0152
[7]	姜德义, 魏立科, 王翀, 等. 智慧矿山边缘云协同计算技术架构与基础保障关键技术探讨[J]. 煤炭学报, 2020, 45(1): 484-492. https://www.cnki.com.cn/Article/CJFDTOTAL-MTXB202001048.htm Jiang Deyi, Wei Like, Wang Chong, et al. Discussion on the technology architecture and key basic support technology for intelligent mine edge-cloud collaborative computing[J]. Journal of China Coal Society, 2020, 45(1): 484-492. https://www.cnki.com.cn/Article/CJFDTOTAL-MTXB202001048.htm
[8]	杜毅博, 赵国瑞, 巩师鑫. 智能化煤矿大数据平台架构及数据处理关键技术研究[J]. 煤炭科学技术, 2020, 48(7): 177-185. https://www.cnki.com.cn/Article/CJFDTOTAL-MTKJ202007019.htm Du Yibo, Zhao Guorui, Gong Shixin. Study on big data platform architecture of intelligent coal mine and key technologies of data processing[J]. Coal Science and Technology, 2020, 48(7): 177-185. https://www.cnki.com.cn/Article/CJFDTOTAL-MTKJ202007019.htm
[9]	疏礼春. 智能煤矿数据中台架构及关键技术研究[J]. 工矿自动化, 2021, 47(6): 40-44. https://www.cnki.com.cn/Article/CJFDTOTAL-MKZD202106006.htm Shu Lichun. Research on the architecture and key technologies of intelligent coal mine data middle platform[J]. Journal of Mine Automation, 2021, 47(6)40-44. https://www.cnki.com.cn/Article/CJFDTOTAL-MKZD202106006.htm
[10]	张波, 赵耀忠, 刘跃, 等. 基于大数据的煤矿综合业务管控平台开发[J]. 热力发电, 2021, 50(9): 72-79. https://www.cnki.com.cn/Article/CJFDTOTAL-RLFD202109011.htm Zhang Bo, Zhao Yaozhong, Liu Yue, et al. Development of coal mine integrated business management platform based on big data[J]. Thermal Power Generation, 2021, 50(9): 72-79. https://www.cnki.com.cn/Article/CJFDTOTAL-RLFD202109011.htm
[11]	何敏. 智能煤矿数据治理框架与发展路径[J]. 工矿自动化, 2020, 46(11): 23-27. https://www.cnki.com.cn/Article/CJFDTOTAL-MKZD202011005.htm He Min. Framework and development path of data governance in intelligent coal mine[J]. Journal of Mine Automation, 2020, 46(11): 23-27. https://www.cnki.com.cn/Article/CJFDTOTAL-MKZD202011005.htm
[12]	王国法, 任怀伟, 赵国瑞, 等. 智能化煤矿数据模型及复杂巨系统耦合技术体系[J]. 煤炭学报, 2022, 47(1): 61-74. https://www.cnki.com.cn/Article/CJFDTOTAL-MTXB202201004.htm Wang Guofa, Ren Huaiwei, Zhao Guorui, et al. Digital model and giant system coupling technology system of smart coal mine[J]. Journal of China Coal Society, 2022, 47(1): 61-74. https://www.cnki.com.cn/Article/CJFDTOTAL-MTXB202201004.htm
[13]	谭章禄, 吴琦. 基于层级链参考模型的智慧矿山建设问题分析[J]. 矿业科学学报, 2022, 7(2): 257-266. doi: 10.19606/j.cnki.jmst.2022.02.014 Tan Zhanglu, Wu Qi. Analysis of the problems of smart mine construction based on the layer-level-chain reference model[J]. Journal of Mining Science and Technology, 2022, 7(2): 257-266. doi: 10.19606/j.cnki.jmst.2022.02.014
[14]	谭章禄, 王美君. 智慧矿山数据治理概念内涵、发展目标与关键技术[J]. 工矿自动化, 2022, 48(5): 6-14. https://www.cnki.com.cn/Article/CJFDTOTAL-MKZD202205002.htm Tan Zhanglu, Wang Meijun. Research on the concept connotation, development goal and key technologies of data governance for smart mine[J]. Journal of Mine Automation, 2022, 48(5): 6-14. https://www.cnki.com.cn/Article/CJFDTOTAL-MKZD202205002.htm
[15]	Watson H J, Fuller C, Ariyachandra T. Data warehouse governance: best practices at Blue Cross and Blue Shield of North Carolina[J]. Decision Support Systems, 2004, 38(3): 435-450.
[16]	ISO. Data quality-part 2: vocabulary: ISO 8000-2: 2022(E)[S/OL]. (2022-09)[2022-10-11]. https://www.iso.org/standard/85032.html.
[17]	ISO/IEC. Information technology-big data reference architecture-part 3: reference architecture: ISO/IEC 20547-3: 2020(E)[S/OL]. (2020-03-19)[2022-10-11]. https://www.iso.org/standard/71277.html.
[18]	ITU-T. Technical specification D2.1 Data Processing and Management Framework for IoT and Smart Cities and Communities: ITU-T DPM 2.1(2019)[S/OL]. (2019-09-19)[2022-10-11]. https://www.itu.int/search#?q=Technical%20specification%20D2.1&fl=0&ex=false&target=All&collection=All&group=Publications.
[19]	The Data Governance Institute. The DGI data governance framework[EB/OL]. [2022-10-11]. https://datagovernance.com/the-dgi-data-governance-framework/.
[20]	DAMA international. DAMA-DMBOK: Data management body of knowledge[M]. 2nd Edition. New York: Technics Publications, 2017: 37.
[21]	国家市场监督管理总局, 国家标准化管理委员会. 信息技术服务治理第5部分: 数据治理规范: GB/T 34960.5-2018[S]. 北京: 中国标准出版社, 2018.
[22]	安小米, 王丽丽. 大数据治理体系构建方法论框架研究[J]. 图书情报工作, 2019, 63(24): 43-51. https://www.cnki.com.cn/Article/CJFDTOTAL-TSQB201924008.htm An Xiaomi, Wang Lili. Research on methodology framework for big data governance system building[J]. Library and Information Service, 2019, 63(24): 43-51. https://www.cnki.com.cn/Article/CJFDTOTAL-TSQB201924008.htm
[23]	朝乐门, 肖纪文, 王解东. 数据科学家: 岗位职责、能力要求与人才培养[J]. 中国图书馆学报, 2021, 47(3): 100-112. https://www.cnki.com.cn/Article/CJFDTOTAL-ZGTS202103007.htm Chao Lemen, Xiao Jiwen, Wang Xiedong. Typical responsibilities, key qualifications and higher education for data scientist[J]. Journal of Library Science in China, 2021, 47(3): 100-112. https://www.cnki.com.cn/Article/CJFDTOTAL-ZGTS202103007.htm
[24]	吴信东, 嵇圣硙. MapReduce与Spark用于大数据分析之比较[J]. 软件学报, 2018, 29(6): 1770-1791. https://www.cnki.com.cn/Article/CJFDTOTAL-RJXB201806018.htm Wu Xindong, Ji Shengwei. Comparative study on MapReduce and spark for big data analytics[J]. Journal of Software, 2018, 29(6): 1770-1791. https://www.cnki.com.cn/Article/CJFDTOTAL-RJXB201806018.htm
[25]	吴信东, 董丙冰, 堵新政, 等. 数据治理技术[J]. 软件学报, 2019, 30(9): 2830-2856. https://www.cnki.com.cn/Article/CJFDTOTAL-RJXB201909017.htm Wu Xindong, Dong Bingbing, Du Xinzheng, et al. Data governance technology[J]. Journal of Software, 2019, 30(9): 2830-2856. https://www.cnki.com.cn/Article/CJFDTOTAL-RJXB201909017.htm
[26]	Gartner. Pace-layered application strategy[EB/OL]. [2022-10-11]. https://www.gartner.com/en/information-technology/glossary/pace-layered-application-strategy.
[27]	付登坡, 江敏, 任寅姿, 等. 数据中台: 让数据用起来[M]. 北京: 机械工业出版社, 2020: 22-28.

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Research on the conceptual model and technical architecture of data governance for intelligent coal mine

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