商品描述
This book offers a single-resource reference on different analysis strategies of the ball mill acoustics. One of the major problems in the mining industry is the raw material wastage. The biggest challenge faced by the researchers is to install sensors to acquire meaningful data during the crushing operation due to huge dust and the presence of grinding media. The book aims to propose an intelligent system to predict the particle size distribution of the raw material in the closed-loop mill operation and stop the mill automatically by receiving the desired particle size ranges. The simulated results are validated with the experimental results, obtained from an instrumented lab-based ball mill. The acoustics of the running ball mill is considered as the key parameter which is a state of art in this field. This book will be useful for Researchers who work in the field of Digital signal processing.
商品描述(中文翻譯)
本書提供了有關球磨機聲學不同分析策略的單一資源參考。礦業中一個主要問題是原材料的浪費。研究人員面臨的最大挑戰是在破碎操作期間安裝傳感器以獲取有意義的數據，因為存在大量灰塵和研磨介質。本書旨在提出一個智能系統，以預測閉環磨機操作中原材料的顆粒大小分佈，並通過接收所需的顆粒大小範圍自動停止磨機。模擬結果與從儀器化實驗室球磨機獲得的實驗結果進行了驗證。運行中的球磨機聲學被視為此領域的關鍵參數，代表了該領域的最新技術。本書將對從事數字信號處理領域的研究人員非常有用。
作者簡介
Dr. Jaya Sil is Professor of Computer Science & Technology, Indian Institute of Engineering Science and Technology, Shibpur, with specialization in Image Processing and Artificial Intelligence. She earned her Ph.D. in the year 1996 in Engineering from Jadavpur University, where her research focused on Artificial Intelligence and Soft Computing techniques. Dr. Sil has published many research papers in leading academic journals and Conference Proceedings. She authored two books published by Springer, titled as "A Metaheuristic Approach to Protein Algorithms and Insights from Fitness Landscape Analysis," in 2018 and "Intrusion Detection: A Data Mining Approach," in 2017. She has guided more than 20 doctoral students. She has received academic honors, including the INSA Senior Scientist Fellowship, Wraclaw University of Technology, Poland, INSA, for her contributions to the field. Dr. Sonali Sen is Associate Professor of Computer Science at St. Xavier's College (Autonomous) Kolkata with specialization in Machine Learning, Signal Processing, Bioinformatics, VLSI and Security. She earned her Ph.D. in the year 2022 in Computer Science from Maulana Abul Kalam Azad University of Technology, Kolkata, West Bengal. Her research was focused on Audio Signal Processing and Soft Computing. Dr. Sen has published more than 15 research papers in International Journals and Conferences. She has completed one Minor Project sponsored by UGC. She has also worked as the reviewer and program committee member in several conferences and seminars. She is the life Member of IETE, CSI and ACM. Dr. Arup Kumar Bhaumik is Professor in Computer Sc. & Engineering and Director of Camellia Institute of Engineering and Technology, Budbud, By Pass(N), BURDWAN--713403, West Bengal, did his Bachelors (B. Tech.) & M.Tech. in Computer Science and Engineering in 1990 and in 1992 respectively from University of Calcutta. He was awarded with Ph.D. in Computer Engineering from Bengal Engineering and Science University, Shibpur (now IIEST) in 2005. In his R&D endeavour, he worked for automation of mining machinery to control those without human intervention and takes keen interest in the study of Control Systems, Artificial Intelligent Systems, Neural Network, Fuzzy Systems, Hybrid Intelligent Systems and also having specialization in Image Processing, Cryptography & Cyber Security, IOT, Data Structure, Database Management System, Compiler Design and Computer Architecture.
作者簡介(中文翻譯)
賈雅·西爾博士（Dr. Jaya Sil）是印度工程科學與技術學院（Indian Institute of Engineering Science and Technology, Shibpur）計算機科學與技術的教授，專長於影像處理和人工智慧。她於1996年在賈達普爾大學（Jadavpur University）獲得工程學博士學位，研究重點為人工智慧和軟計算技術。西爾博士在多本領先的學術期刊和會議論文集中發表了許多研究論文。她著有兩本由Springer出版的書籍，分別為《A Metaheuristic Approach to Protein Algorithms and Insights from Fitness Landscape Analysis》（2018年）和《Intrusion Detection: A Data Mining Approach》（2017年）。她指導了超過20名博士生，並因其對該領域的貢獻而獲得學術榮譽，包括印度國家科學院（INSA）高級科學家獎學金，波蘭瓦茨瓦夫科技大學（Wraclaw University of Technology）等。
索納莉·森博士（Dr. Sonali Sen）是加爾各答聖澤維爾學院（St. Xavier's College, Autonomous）計算機科學的副教授，專長於機器學習、信號處理、生物資訊學、VLSI和安全性。她於2022年在西孟加拉邦的馬烏拉納·阿布爾·卡拉姆·阿扎德科技大學（Maulana Abul Kalam Azad University of Technology, Kolkata）獲得計算機科學博士學位。她的研究集中於音頻信號處理和軟計算。森博士在國際期刊和會議上發表了超過15篇研究論文，並完成了一個由UGC贊助的小型項目。她還擔任過多個會議和研討會的審稿人和程序委員會成員。她是IETE、CSI和ACM的終身會員。
阿魯普·庫馬爾·巴烏米克博士（Dr. Arup Kumar Bhaumik）是計算機科學與工程的教授，並擔任卡美利亞工程與技術學院（Camellia Institute of Engineering and Technology）主任，位於西孟加拉邦的布德布德（Budbud），他於1990年和1992年分別在加爾各答大學獲得計算機科學與工程的學士（B. Tech.）和碩士（M.Tech.）學位。他於2005年在西孟加拉邦的賓戈爾工程與科學大學（Bengal Engineering and Science University, Shibpur，現為IIEST）獲得計算機工程博士學位。在他的研發工作中，他致力於自動化採礦機械的研究，以實現無需人類干預的控制，並對控制系統、人工智慧系統、神經網絡、模糊系統、混合智能系統的研究表現出濃厚的興趣，同時專長於影像處理、密碼學與網絡安全、物聯網（IOT）、數據結構、資料庫管理系統、編譯器設計和計算機架構。
