{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,12,24]],"date-time":"2024-12-24T05:06:49Z","timestamp":1735016809503,"version":"3.32.0"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643685694","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T00:00:00Z","timestamp":1734652800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,20]]},"abstract":"<jats:p>Cigarette weight detection is crucial for the quality of cigarette production, requiring regular calibration of key parameters to maintain accurate weight control. Traditional methods for adjusting these parameters are often time-consuming, wasteful, and fail to provide timely updates, which can affect the accuracy of real-time weight assessment. This study introduces an innovative online optimization system designed to refine weight detection parameters. The system incorporates an automated sampling process and utilizes the XGBoost regression model for prediction. These features streamline the optimization, improving both automation and the accuracy of online weight measurements. Results show that the system decreases the time needed for parameter adjustment by 65.72% and reduces cigarette consumption by 83.33%. Moreover, it increases the compliance rate with weight standards during quality checks by 41%. Thus, this advanced diagnostic and optimization approach significantly enhances the precision of real-time weight monitoring, contributing to higher product quality and more efficient manufacturing.<\/jats:p>","DOI":"10.3233\/faia241461","type":"book-chapter","created":{"date-parts":[[2024,12,23]],"date-time":"2024-12-23T09:49:28Z","timestamp":1734947368000},"source":"Crossref","is-referenced-by-count":0,"title":["An Online Optimization System for Weight Detection Parameters"],"prefix":"10.3233","author":[{"given":"Wenbin","family":"Feng","sequence":"first","affiliation":[{"name":"Shifang Cigarette Factory, China Tobacco Sichuan Industrial Co., Ltd., No. 158, South Section of Yinghuashan Road, Shifang, Sichuan 618400, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bin","family":"Yang","sequence":"additional","affiliation":[{"name":"Shifang Cigarette Factory, China Tobacco Sichuan Industrial Co., Ltd., No. 158, South Section of Yinghuashan Road, Shifang, Sichuan 618400, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fanghui","family":"Dong","sequence":"additional","affiliation":[{"name":"Shenzhen Hongyunzhi Technology Co., Ltd., 518000, Building 202, Huaqiang North Road Shangbu Industrial Zone, Shenzhen, Guangdong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wu","family":"Wen","sequence":"additional","affiliation":[{"name":"Technology Center, China Tobacco Sichuan Industrial Co., Ltd., Section 2, Chenglong Avenue, Longquanyi District, Chengdu, Sichuan 610100, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Minchang","family":"Liu","sequence":"additional","affiliation":[{"name":"Technology Center, China Tobacco Sichuan Industrial Co., Ltd., Section 2, Chenglong Avenue, Longquanyi District, Chengdu, Sichuan 610100, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peng","family":"Kuang","sequence":"additional","affiliation":[{"name":"Shifang Cigarette Factory, China Tobacco Sichuan Industrial Co., Ltd., No. 158, South Section of Yinghuashan Road, Shifang, Sichuan 618400, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Liu","sequence":"additional","affiliation":[{"name":"Technology Center, China Tobacco Sichuan Industrial Co., Ltd., Section 2, Chenglong Avenue, Longquanyi District, Chengdu, Sichuan 610100, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuan","family":"Liu","sequence":"additional","affiliation":[{"name":"Shifang Cigarette Factory, China Tobacco Sichuan Industrial Co., Ltd., No. 158, South Section of Yinghuashan Road, Shifang, Sichuan 618400, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ming","family":"Wan","sequence":"additional","affiliation":[{"name":"Shifang Cigarette Factory, China Tobacco Sichuan Industrial Co., Ltd., No. 158, South Section of Yinghuashan Road, Shifang, Sichuan 618400, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tingjie","family":"Bao","sequence":"additional","affiliation":[{"name":"Technology Center, China Tobacco Sichuan Industrial Co., Ltd., Section 2, Chenglong Avenue, Longquanyi District, Chengdu, Sichuan 610100, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ju","family":"Huang","sequence":"additional","affiliation":[{"name":"Shifang Cigarette Factory, China Tobacco Sichuan Industrial Co., Ltd., No. 158, South Section of Yinghuashan Road, Shifang, Sichuan 618400, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yaping","family":"Ma","sequence":"additional","affiliation":[{"name":"Technology Center, China Tobacco Sichuan Industrial Co., Ltd., Section 2, Chenglong Avenue, Longquanyi District, Chengdu, Sichuan 610100, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rongya","family":"Zhang","sequence":"additional","affiliation":[{"name":"Technology Center, China Tobacco Sichuan Industrial Co., Ltd., Section 2, Chenglong Avenue, Longquanyi District, Chengdu, Sichuan 610100, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Fuzzy Systems and Data Mining X"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA241461","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,23]],"date-time":"2024-12-23T09:49:28Z","timestamp":1734947368000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA241461"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,20]]},"ISBN":["9781643685694"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia241461","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12,20]]}}}