Modern Computational Techniques for Engineering Applications
暫譯: 現代計算技術在工程應用中的應用

《現代計算技術在工程應用中的應用》介紹了在現代電網進步中使用的最新計算技術，並整合了風能和太陽能等非傳統能源來源。它涵蓋了智慧城市、智慧城鎮和可持續發展的智慧計算所需的數據分析工具。

本書：

- 討論了可再生能源來源的應用重要性，包括風力發電機和太陽能電池板在電網中的角色。
- 提出了基於優化的計算技術，如模糊邏輯、神經網絡和遺傳算法，以提高計算速度。
- 展示了雲計算工具和方法論，例如網絡安全測試平台和數據安全，以提高數據的準確性。
- 涵蓋了人工神經網絡、模糊系統、機器學習和人工智慧技術的新概念。
- 突出了基於應用的案例研究，包括雲計算、優化方法和工業物聯網。

本書全面介紹了現代計算技術，從基本工具到高度先進的程序及其應用。它進一步強調了人工神經網絡、模糊系統、機器學習和人工智慧技術，以及這些技術如何構成算法的基礎。它提供了基於應用的案例研究，涵蓋雲計算、優化方法、區塊鏈技術、雲端和邊緣計算以及工業物聯網。這將是電機工程、電子與通信工程及計算機工程等多個領域的高年級本科生、研究生和學術研究者的寶貴資源。

Dr. Krishan Arora has completed his Ph.D. in the area of Electrical Engineering from MM (Deemed to be) University, Ambala. He did his M.Tech in Electrical Engineering from IKG Punjab Technical University, Punjab and B.Tech in Electrical and Electronics Engineering from IKG Punjab Technical University, Punjab. He is associated with Lovely Professional University as an Associate Professor with more than thirteen years of experience in academics. He is currently Head of Department, Power Systems in School of Electronics and Electrical Engineering, Lovely Professional University from February 2017. He has published more than 55 research papers in refereed IEEE, Springer and IOP Science Journals and Conferences. He has organized several workshops, summer internships and expert lectures for students. He has supervised more than 10 Postgraduate Thesis and more than 15 undergraduate student's projects. He has taken and completed 15 Non-Government and Consultancy Projects. He has attended/Participated in twenty-four National/International Online webinars. His area of expertise includes Electrical Machines, Non-Conventional Energy Sources, Load Frequency Control, Automatic Generation Control and Modernization of Smart Grids. He has taught various courses to UG and PG level like Power Electronics, Non-Conventional Energy Sources, Electric Drives, Induction and Synchronous Machines and Digital Electronics.

Dr. Vikram Kumar, currently working as an Associate Professor in the Department of Electrical Engineering at Lovely Professional University, INDIA. He had completed his doctorate in 2017 and currently pursuing Post Doctorate Fellowship from the University of Calgary, Alberta, Canada. He has received his Bachelor of Engineering in Instrumentation and Control Engineering from MaharshiDayanand University, Rohtak, INDIA (2006), Masters of Technology in Power System Engineering from Rajasthan Technical University, Kota, INDIA (2008), and Ph.D. in Electrical Engineering from I.K. Gujral Punjab Technical University, Jalandhar, India (2017) on the topic "Multi-Objective Multi Area Unit Commitment Problem of Electric Power System". He has published 82 research papers in SCI/referred journals, presented my research work in more than two dozen international and national conferences, and recently applied for three patents on Li-Fi technology for electric vehicle smart parking, charging, and fast tag communication. He had supervised 02 Ph.D. Dissertations, 13 master dissertations, and 20 capstone projects during last five years. He has Copyrights for four recently proposed algorithms in multi-disciplinary design and optimization problems. He is members of IEEE and acting as an editorial board member for the International Journal of Advancements in Electronics Engineering (IJAEE), International Journal of Enhanced Research in Science and Engineering and Technology (IJERSET), International Journal of Electrical and Computer Engineering (IJECE), Senior Member of Universal Association of Computer and Electronics Engineers (UACEE), International Journal of Advancements in Electronics and Electrical Engineering(IJAEEE), International Conference on Mechanics & Applied Physics (ICMAPH' 2015) and Reviewer for Renewable & Sustainable Energy Reviews (Elsevier), Electric Power Components and Systems (Taylor and Francis), ADMMET'2015 (EDAS), Energy Systems, IEEE Transactions on Power Systems, IEEE Transactions on Control Systems Technology, IEEE Transactions on Smart Grid, IET Generation, Transmission and Distribution. He had qualified GATE-Instrumentation from IIT Roorkee and got a scholarship from MHRD, Govt. of India, to pursue a Master of Technology. I had got International Travel support from I.K. Gujral Punjab Technical University, INDIA, to present my research work in USA in 2013. I had got an International Travel grant from the Department of Science and Technology, Govt. of India, to attend the International Conference in CANADA and GERMANY during 2016 and 2017. He had efficiently adopted the existing algorithms for the solution of highly constrained power system optimization problems viz. Economic Load Dispatch, Generation Scheduling, Unit Commitment, Multi-Objective Economic load dispatch, and generation scheduling and multi-area unit commitment and modified them to form hybrid algorithms. I had also designed a couple of new meta-heuristics/heuristics and evolutionary search algorithms for engineering optimization and applied them for standard benchmark test systems and the solution of non-convex economic load dispatch problem, unit commitment problem for single and multi-objective and multi-criteria framework. I had recently developed Intensify Harris Hawks optimizer, hybrid GWO-RES, Hybrid GWO-PS, Hybrid SMA-SA, hybrid SMA-PS, Hybrid SMA-RES, Modified Chimp Algorithm, Chaotic Harris Hawks optimize, Ameliorated Dragonfly Algorithm (ADFA), Hybrid HSRS, Hybrid DE-RS and Hybrid DE-HS algorithm for multi-disciplinary design and optimization problems and applied Grey Wolf optimizer, Biogeography Based Optimisation, Ant Lion optimizer, Dragonfly optimizer algorithm, Artificial Neural Network/Closed Loop Control Algorithm/ Ions Motion optimizer algorithm, Multi-Verse optimizer, Differential Evolution algorithm, Harmony Search Algorithm, Particle Swarm Optimisation, Genetic Algorithm, Quadratic Programming, Mixed-Integer programming, Hybrid Differential, Evolution-Harmony Search algorithm, Hybrid Differential Evolution-Random Search algorithm, Hybrid Harmony Search-Random Search algorithm for the solution of highly constrained power system optimization problems. He had also proposed an investigation for the association between Govt. Sector and private sector for implementing restricting environment for pool operations of electric utilities for the conservation of energy resources. His primary research efforts focus on Multidisciplinary Design and Optimisation, Artificial Intelligence and machine learning for Numerical and Engineering Optimisation, ICT for Smart Grid Applications, Smart Grid for V2G and G2V Applications, ICT for Renewable Energy, ICT for Micro grids, AI for Renewable Energy, AI for Medical Field and Wireless Body Area Network, Nature-Inspired Computation and Machine Learning for medical and signal processing applications, Renewable Energy Risk Management and Grid Optimisation, Economic Load Dispatch for quadratic and cubical cost function, Single and Multi-objective Economic Load Dispatch, Single and Multi-objective Economic Load Dispatch including valve point effect, Economic Load Dispatch incorporating wind Power, Economic Load Dispatch incorporating Solar Power, Hydro-Thermal and Wind-Thermal Scheduling of electric power system, Thermal Scheduling incorporating Smart Grids, Hydro-Thermal Scheduling incorporating Smart Grids, Single and Multi-Objective Unit Commitment Problem formulation, Single Objective Unit Commitment incorporating wind power, Single Objective Unit Commitment incorporating solar power, Single and Multi-Objective Unit Commitment Incorporating Smart Grids, Multi-Objective and Multi-Area Unit Commitment Problem, Multi-Objective and Multi-Area Unit Commitment Problem incorporating smart grids, Power System Operation and Control, Vehicle Number Plate Recognition, Biometric and Face Recognition, Pattern Recognition, Automatic Generation Control and Reliability Assessment of Power System.

Dr. Deepak Prashar received B.Tech in Computer Science and Engineering from Punjab Technical University, Punjab, India in 2007 and M.Tech in Computer Science and Engineering from PEC University Of Technology, Chandigarh, India in 2009. Presently he is working as an Associate Professor and Head of Department of Networking & Security in Computer Science Department at Lovely Professional University, Punjab, India since 2009. He has published more than 50 research papers in reputed national, international conferences and journals, including SCOPUS and SCIE indexed journals. His research interest includes Wireless Sensor Networks, Soft Computing, Block chain, Machine Learning, IoT, Image Processing and cyber security. He is involved in the review process of many SCI or SCIE indexed journals like IEEE, Springer, Wiley, Inderscience etc. He is also the Editorial Board member of recognized journals and serving as a technical program committee member in reputed international conferences in India and abroad. He is also Brand Ambassador of Bentham Science Series.

Dr. Suman Lata Tripathi has completed her Ph.D. in the area of microelectronics and VLSI from MNNIT, Allahabad. She did her M.Tech in Electronics Engineering from UP Technical University, Lucknow and B.Tech in Electrical Engineering from Purvanchal University, Jaunpur. She is associated with Lovely Professional University as a Professor with more than seventeen years of experience in academics. She has published more than 65 research papers in refereed IEEE, Springer and IOP science journals and conferences. She has also published 12 Indian patents and 2 copyright. She has organized several workshops, summer internships, and expert lectures for students. She has worked as a session chair, conference steering committee member, editorial board member, and peer reviewer in international/national IEEE, Springer, Wiley etc Journal and conferences. She has received the "Research Excellence Award" in 2019 and "Research Appreciation Award" in 2020, 2021 at Lovely Professional University, India. She had received the best paper at IEEE ICICS-2018. She has edited and authored more than 14 books/1 Book Series in different areas of Electronics and electrical engineering. She is associated for editing work with top publishers like Elsevier, CRC Taylor and Francis, Wiley-IEEE, SP Wiley, Nova Science and Apple academic press etc. She is also associated as an editor of book Series on "Green Energy: Fundamentals, Concepts, and Applications" and "Design and development of Energy efficient systems" to be published by Scrivener Publishing, Wiley (In production). She is also associated with Wiley-IEEE for her multi-authored (ongoing) book in the area of VLSI design with HDLs. She is also working as book series editor for title, "Smart Engineering Systems" and conference series editor for "Conference Proceedings Series on Intelligent systems for Engineering designs" CRC Press Tylor & Francis. She has already completed one book with Elsevier on "Electronic Device and Circuits Design Challenges to Implement Biomedical Applications". She is guest editor of a special issue in "Current Medical Imaging" Bentham Science. She is associated as senior member IEEE, Fellow IETE and Life member ISC and continuously involved in different professional activities along with academic work. Her area of expertise includes microelectronics device modeling and characterization, low power VLSI circuit design, VLSI design of testing, and advance FET design for IoT, Embedded System Design and biomedical applications etc.

Dr. Krishan Arora 完成了在 MM (Deemed to be) University, Ambala 的電機工程領域的博士學位。他在 IKG Punjab Technical University, Punjab 獲得電機工程碩士學位，並在同一所大學獲得電氣與電子工程的學士學位。他目前在 Lovely Professional University 擔任副教授，擁有超過十三年的學術經驗。自 2017 年 2 月起，他擔任電子與電氣工程學院的電力系主任。他在經過審核的 IEEE、Springer 和 IOP Science 期刊及會議上發表了超過 55 篇研究論文。他為學生組織了多個工作坊、暑期實習和專家講座。他指導了超過 10 篇研究生論文和超過 15 個本科生項目。他參與並完成了 15 個非政府和顧問項目。他參加了 24 次國內/國際線上研討會。他的專業領域包括電機、非傳統能源來源、負載頻率控制、自動發電控制和智慧電網的現代化。他教授的課程包括電力電子學、非傳統能源來源、電動驅動、感應機和同步機以及數位電子學等。

Dr. Vikram Kumar 目前在 Lovely Professional University 的電機工程系擔任副教授。他於 2017 年完成博士學位，並目前在加拿大阿爾伯塔省的卡爾加里大學進行博士後研究。他在印度 Rohtak 的 Maharshi Dayanand University 獲得儀器與控制工程的工程學士學位（2006），在印度 Kota 的 Rajasthan Technical University 獲得電力系統工程的技術碩士學位（2008），並在印度 Jalandhar 的 I.K. Gujral Punjab Technical University 獲得電機工程的博士學位（2017），論文主題為「電力系統的多目標多區域單元承諾問題」。他在 SCI/經審核的期刊上發表了 82 篇研究論文，並在超過兩十場國際和國內會議上展示了他的研究工作，最近申請了三項有關電動車智慧停車、充電和快速標籤通信的 Li-Fi 技術專利。在過去五年中，他指導了 2 篇博士論文、13 篇碩士論文和 20 個畢業專案。他擁有四個最近提出的多學科設計和優化問題的算法的版權。他是 IEEE 的成員，並擔任《國際電子工程進展期刊》（IJAEE）、《增強科學與工程技術研究期刊》（IJERSET）、《國際電氣與計算機工程期刊》（IJECE）的編輯委員會成員，並是 Universal Association of Computer and Electronics Engineers (UACEE) 的高級成員。他還擔任《國際電子與電氣工程進展期刊》（IJAEEE）、《力學與應用物理國際會議》（ICMAPH' 2015）的審稿人，以及《可再生與可持續能源評論》（Elsevier）、《電力元件與系統》（Taylor and Francis）、ADMMET'2015（EDAS）、《能源系統》、《IEEE 電力系統期刊》、《IEEE 控制系統技術期刊》、《IEEE 智慧電網期刊》、《IET 發電、傳輸與配電期刊》的審稿人。他通過 IIT Roorkee 的 GATE-儀器考試，並獲得印度政府 MHRD 的獎學金以攻讀技術碩士學位。他在 2013 年獲得 I.K. Gujral Punjab Technical University 的國際旅行支持，以在美國展示他的研究工作。在 2016 年和 2017 年，他獲得印度政府科學與技術部的國際旅行補助金，以參加在加拿大和德國的國際會議。他有效地採用了現有算法來解決高度約束的電力系統優化問題，例如經濟負載調度、發電排程、單元承諾、多目標經濟負載調度和發電排程以及多區域單元承諾，並對其進行了修改以形成混合算法。他還設計了幾種新的元啟發式/啟發式和進化搜索算法，用於工程優化，並將其應用於標準基準測試系統和非凸經濟負載調度問題、單一和多目標的單元承諾問題。他最近開發了 Intensify Harris Hawks 優化器、混合 GWO-RES、混合 GWO-PS、混合 SMA-SA、混合 SMA-PS、混合 SMA-RES、修改的 Chimp 算法、混沌 Harris Hawks 優化器、改善的 Dragonfly 算法 (ADFA)、混合 HSRS、混合 DE-RS 和混合 DE-HS 算法，用於多學科設計和優化問題，並應用灰狼優化器、生物地理基優化、螞蟻獅優化器、蜻蜓優化器算法、人工神經網絡/閉環控制算法/離子運動優化器算法、多宇宙優化器、差分進化算法、和諧搜索算法、粒子群優化、遺傳算法、二次規劃、混合整數規劃、混合差分、進化-和諧搜索算法、混合差分進化-隨機搜索算法、混合和諧搜索-隨機搜索算法來解決高度約束的電力系統優化問題。他還提出了一項調查，研究政府部門與私營部門之間的關聯，以實施限制電力公用事業的池操作環境，以保護能源資源。他的主要研究工作集中在多學科設計與優化、人工智慧和機器學習在數值和工程優化中的應用、智慧電網應用的 ICT、V2G 和 G2V 應用的智慧電網、可再生能源的 ICT、微電網的 ICT、可再生能源的 AI、醫療領域的 AI 和無線身體區域網絡、自然啟發計算和機器學習在醫療和信號處理應用中的應用、可再生能源風險管理和電網優化、二次和三次成本函數的經濟負載調度、單一和多目標經濟負載調度、包括閥點效應的單一和多目標經濟負載調度、結合風能的經濟負載調度、結合太陽能的經濟負載調度、水熱和風熱的電力系統調度、結合智慧電網的熱調度、結合智慧電網的水熱調度、單一和多目標單元承諾問題的公式、結合風能的單一目標單元承諾、結合太陽能的單一目標單元承諾、結合智慧電網的單一和多目標單元承諾、多目標和多區域單元承諾問題、結合智慧電網的多目標和多區域單元承諾問題、電力系統的運行與控制、車輛號牌識別、生物識別和面部識別、模式識別、自動發電控制和電力系統的可靠性評估。

Dr. Deepak Prashar 於 2007 年在印度 Punjab Technical University 獲得計算機科學與工程的 B.Tech 學位，並於 2009 年在印度 Chandigarh 的 PEC University Of Technology 獲得計算機科學與工程的 M.Tech 學位。目前，他自 2009 年以來在 Lovely Professional University 擔任副教授及計算機科學系網路與安全系主任。他在國內外知名會議和期刊上發表了超過 50 篇研究論文，包括 SCOPUS 和 SCIE 索引的期刊。他的研究興趣包括無線感測器網路、軟計算、區塊鏈、機器學習、物聯網、影像處理和網路安全。他參與了許多 SCI 或 SCIE 索引期刊的審稿過程，如 IEEE、Springer、Wiley、Inderscience 等。他也是多個知名期刊的編輯委員會成員，並在國內外的知名國際會議中擔任技術程序委員會成員。他還是 Bentham Science Series 的品牌大使。

Dr. Suman Lata Tripathi 完成了在 MNNIT, Allahabad 的微電子學和 VLSI 領域的博士學位。她在 UP Technical University, Lucknow 獲得電子工程的 M.Tech 學位，並在 Purvanchal University, Jaunpur 獲得電機工程的 B.Tech 學位。她目前在 Lovely Professional University 擔任教授，擁有超過十七年的學術經驗。她在經過審核的 IEEE、Springer 和 IOP 科學期刊及會議上發表了超過 65 篇研究論文。她還申請了 12 項印度專利和 2 項版權。她為學生組織了多個工作坊、暑期實習和專家講座。她曾擔任會議主席、會議指導委員會成員、編輯委員會成員和國際/國內 IEEE、Springer、Wiley 等期刊和會議的同行評審。她在 2019 年獲得了「研究卓越獎」，在 2020 和 2021 年獲得了「研究表彰獎」於 Lovely Professional University, India。她在 IEEE ICICS-2018 獲得最佳論文獎。她編輯和撰寫了超過 14 本書籍/1 本書系列，涵蓋電子和電機工程的不同領域。她與頂級出版商如 Elsevier、CRC Taylor and Francis、Wiley-IEEE、SP Wiley、Nova Science 和 Apple Academic Press 等合作進行編輯工作。她還擔任「綠色能源：基礎、概念和應用」和「設計與開發能源效率系統」書系列的編輯，將由 Scrivener Publishing, Wiley 出版（正在製作中）。她還與 Wiley-IEEE 合作，撰寫多位作者的（進行中）書籍，主題為 VLSI 設計與 HDL。她還擔任書系列編輯，標題為「智慧工程系統」，並擔任「智能系統工程設計會議論文集系列」的會議系列編輯，CRC Press Taylor & Francis。她已經與 Elsevier 完成了一本書，題為「電子設備與電路設計挑戰以實現生物醫學應用」。她是《當前醫學影像》Bentham Science 的特刊編輯。她是 IEEE 的高級成員、IETE 的院士和 ISC 的終身會員，並持續參與各種專業活動及學術工作。她的專業領域包括微電子設備建模與特性、低功耗 VLSI 電路設計、VLSI 測試設計，以及 IoT、嵌入式系統設計和生物醫學應用的先進 FET 設計等。