Research on manufacturing energy consumption optimization platform technology based on knowledge-base
China’s manufacturing industry accounts for the largest proportion of the economy and involves a huge scale.It is of practical significance for enterprises to gradually realize energy consumption optimization through digital technology.Taking automobile manufacturing as an example, a scheme of energ...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2022-08-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022142/ |
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| _version_ | 1841530697312894976 |
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| author | Weiwei YANG Sining WANG Guide ZHENG Yaqiong SONG |
| author_facet | Weiwei YANG Sining WANG Guide ZHENG Yaqiong SONG |
| author_sort | Weiwei YANG |
| collection | DOAJ |
| description | China’s manufacturing industry accounts for the largest proportion of the economy and involves a huge scale.It is of practical significance for enterprises to gradually realize energy consumption optimization through digital technology.Taking automobile manufacturing as an example, a scheme of energy consumption optimization based on knowledge-base was proposed, including the analysis of the characteristics of energy consumption in manufacturing industry, the key technologies of energy consumption optimization and the presentation of application practice.Starting with the production equipment of the enterprise, the law affecting energy consumption was found and a knowledge-base was build through the information of manufacturing execution system and equipment operation status of the enterprise, and the optimization of energy consumption was realized through machine learning algorithms such as neural network and correlation analysis. |
| format | Article |
| id | doaj-art-bb083d04fe114559b36afbd69319b270 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2022-08-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-bb083d04fe114559b36afbd69319b2702025-01-15T03:00:21ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012022-08-013817818559579087Research on manufacturing energy consumption optimization platform technology based on knowledge-baseWeiwei YANGSining WANGGuide ZHENGYaqiong SONGChina’s manufacturing industry accounts for the largest proportion of the economy and involves a huge scale.It is of practical significance for enterprises to gradually realize energy consumption optimization through digital technology.Taking automobile manufacturing as an example, a scheme of energy consumption optimization based on knowledge-base was proposed, including the analysis of the characteristics of energy consumption in manufacturing industry, the key technologies of energy consumption optimization and the presentation of application practice.Starting with the production equipment of the enterprise, the law affecting energy consumption was found and a knowledge-base was build through the information of manufacturing execution system and equipment operation status of the enterprise, and the optimization of energy consumption was realized through machine learning algorithms such as neural network and correlation analysis.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022142/energy consumption optimizationknowledge-baseenergy saving intelligent platform |
| spellingShingle | Weiwei YANG Sining WANG Guide ZHENG Yaqiong SONG Research on manufacturing energy consumption optimization platform technology based on knowledge-base Dianxin kexue energy consumption optimization knowledge-base energy saving intelligent platform |
| title | Research on manufacturing energy consumption optimization platform technology based on knowledge-base |
| title_full | Research on manufacturing energy consumption optimization platform technology based on knowledge-base |
| title_fullStr | Research on manufacturing energy consumption optimization platform technology based on knowledge-base |
| title_full_unstemmed | Research on manufacturing energy consumption optimization platform technology based on knowledge-base |
| title_short | Research on manufacturing energy consumption optimization platform technology based on knowledge-base |
| title_sort | research on manufacturing energy consumption optimization platform technology based on knowledge base |
| topic | energy consumption optimization knowledge-base energy saving intelligent platform |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022142/ |
| work_keys_str_mv | AT weiweiyang researchonmanufacturingenergyconsumptionoptimizationplatformtechnologybasedonknowledgebase AT siningwang researchonmanufacturingenergyconsumptionoptimizationplatformtechnologybasedonknowledgebase AT guidezheng researchonmanufacturingenergyconsumptionoptimizationplatformtechnologybasedonknowledgebase AT yaqiongsong researchonmanufacturingenergyconsumptionoptimizationplatformtechnologybasedonknowledgebase |