{"product_id":"smart-metro-station-systems-data-science-and-engineering-paperback-9780323905886","title":"Smart Metro Station Systems; Data Science and Engineering (Paperback \/ softback) 9780323905886","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eSmart Metro Station Systems\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eData Science and Engineering\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cem\u003eBrings together key technologies in data science and engineering for cutting-edge smart metro stations\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eHui Liu (Author), Chao Chen (Author), Yanfei Li (Author), Zhu Duan (Author), Ye Li (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780323905886, Elsevier Science\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback \/ softback, published 24 January 2022\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e316 pages, 270 illustrations (20 in full color)\u003cbr\u003e22.9 x 15.2 x 2.1 cm, 0.45 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e\u003ci\u003eSmart Metro Station Systems: Data Science and Engineering\u003c\/i\u003e introduces key technologies in data science and engineering for smart metro station systems. The book consists of three main parts, focusing on the environment, people and energy. Each chapter includes practical applications, along with information on metro traffic flow monitoring and passenger guidance, methods for behavior analysis and trajectory projection, clustering and anomaly detection in crowd hotspots, monitoring and prediction for station humidity, monitoring and spatial prediction for air pollutants, time series feature extraction and analysis of metro load, characteristic and correlation analysis of metro load, and prediction and intelligent ventilation control. \u003c\/p\u003e  \u003cp\u003eThis volume offers a key reference on the emerging area of smart metro stations and will be useful to those working on smart railways, data science, engineering, artificial intelligence and aligned fields.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e1. Introduction\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart I Human and smart metro station systems \u003c\/b\u003e2. Metro traffic flow monitoring and passenger guidance 3. Individual behavior analysis and trajectory prediction 4. Clustering and anomaly detection of crowd hotspot regions\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart II Environment and smart metro station systems \u003c\/b\u003e5. Monitoring and deterministic prediction of station humidity 6. Monitoring and probabilistic prediction of station temperature 7. Monitoring and spatial prediction of multi-dimensional air pollutants\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart III Energy and smart metro station systems \u003c\/b\u003e8. Time series feature extraction and analysis of metro load 9. Characteristic and correlation analysis of metro load 10. Metro load prediction and intelligent ventilation control\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Transport: general interest [\u003ca title=\"See our other books on Transport: general interest\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Transport:%20general%20interest%20%5BWG%5D%22\"\u003eWG\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Elsevier","offers":[{"title":"Default Title","offer_id":46651115438360,"sku":"9780323905886","price":84.59,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780323905886_44ab6a85-d254-49af-b4c6-1aef97a7f342.jpg?v=1694993301","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/smart-metro-station-systems-data-science-and-engineering-paperback-9780323905886","provider":"Freshly Printed Books","version":"1.0","type":"link"}