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As the world grapples with the urgent need for sustainable energy solutions, the limitations of traditional approaches to renewable energy forecasting become increasingly evident. The demand for more accurate predictions in net load forecasting, line loss predictions, and the seamless integration of hybrid solar and battery storage systems is more critical than ever. In response to this challenge, advanced Artificial Intelligence (AI) techniques are emerging as a solution, promising to revolutionize the renewable energy landscape. Machine Learning and Computer Vision for Renewable Energy presents a deep exploration of AI modeling, analysis, performance prediction, and control approaches dedicated to overcoming the pressing issues in renewable energy systems. Transitioning from the complexities of energy prediction to the promise of advanced technology, the book sets its sights on the game-changing potential of computer vision (CV) in the realm of renewable energy. Amidst the struggle to enhance sustainability across industries, CV technology emerges as a powerful ally, collecting invaluable data from digital photos and videos. This data proves instrumental in achieving better energy management, predicting factors affecting renewable energy, and optimizing overall sustainability. Readers, including researchers, academicians, and students, will find themselves immersed in a comprehensive understanding of the AI approaches and CV methodologies that hold the key to resolving the challenges faced by renewable energy systems.
The book on advanced structured materials is designed to facilitate teaching and informal discussion in a supportive and friendly environment. The book provides a forum for postgraduate students to present their research results and train their presentation and discussion skills. Furthermore, it allows for extensive discussion of current research being conducted in the wider area of advanced structured materials. Doing so, it builds a wider postgraduate community and offers networking opportunities for early career researchers. In addition to focused lectures, the book provides specialized teaching/overview lectures from experienced senior academics. The 2022 Postgraduate Seminar entitled “Advanced Structured Materials: Development - Manufacturing - Characterization – Applications” was held from February 28th till March 4th, 2022, in Malta. The book that presented postgraduate lectures had a strong focus on polymer mechanics, composite materials, and additive manufacturing.
This book will provide readers with a good overview of some of most recent advances in the field of High-Z materials. There will be a good mixture of general chapters in both technology and applications in opto-electronics, X-ray detection and emerging optoelectronics applications. The book will have an in-depth review of the research topics from world-leading specialists in the field.
This open access book covers emerging opportunities and future use of nanotechnology in construction, including deep advances in cement chemistry, nanotechnology, artificial intelligence, robotics, concrete technology, and extreme engineering (blast, impact and fire). The proceedings also presents sectorial interactions within the traditional construction industry supply chain, enabled by the dynamic partnership between international industry, government agencies, and universities. Nanotechnology has transformed the construction materials industry into an advanced manufacturing sector to address climate change and carbon neutrality challenges by delivering sustainable and resilient infrastructure assets. Hence, this book reports specific advances in nanoscience and nano-engineering, and their impacts on numerous novel construction materials including binders, additives, high-performance concrete materials, concrete structural systems, polymer composites, and pavement materials.
Covid-19 outbreak has been the biggest health, social and economic emergency the world has ever faced since the Second World War. The pandemic has drastically changed, at least temporarily, the way society, businesses, and infrastructure systems operate. It has forced us to take a closer look at our woefully inadequate health infrastructure. It also led to the closure of educational institutions and turned formal learning into distance learning, posing a daunting challenge of demand for e-learning infrastructure. Social distancing policies (SDPs), encouraging people to stay home and limit gatherings, impacted wide range of services and industries. The telecommunications infrastructure, in particular, became a spotlight in view of its critical importance to keep businesses, governments, and societies connected and running in the period of economic and social disruption. The governments acknowledged a fact that “telecommunications, internet services, broadcasting, cable services, IT and IT-enabled services (ITeS)” are the essential services. Work from Home (WFH) seemed a positive experience, however with some adverse impact on the social, behavioural and physical factors. ICEIM 2022 is a humble contribution of SPM PDEU in terms of presenting a scholarly platform wherein abundance of ideas, answers, right questions, and complementing new learning’s are expected to emerge. The conference aims at discussing and deliberating various contemporary issues and challenge in the management of energy & infrastructure. The conference showcases seven tracks, five of which are Business & Technology, Finance, Human Resource, Marketing, and Project & Operations Management. Then in view of emerging scenario, two more tracks were added namely, Business Analytics and Data Science, Strategies & Entrepreneurship Management. We do expect to receive 80–90 research papers covering various tracks of the conference. We have so far got regular research papers, industry papers, Ph.D. research papers and students’ research articles. New research directions also constitute an agenda of a conference. This conference had three plenary sessions: a) Emerging Electrical Vehicle Ecosystem: Prospects and Impediments, b) Infrastructure Development in India: Policy Perspectives and Innovative Financing Initiatives, c) Energy Sector Management: Challenges and Strategies in Industry 4.0 era. All the plenary sessions of this conference have speakers mostly from the industry. We strongly believe that this International Conference will provide ample opportunities to all participants to disseminate new research ideas with industry professionals as well as the policy-makers. It is also believed that this International Conference will initiate new thought process towards the issues and challenges faced by the energy and infrastructure and will definitely add substantially to the existing domain of knowledge. We are pleased to present this proceeding of the International Conference to the academicians, researchers, industry practitioners and policy-makers who all have joined hands towards building the new knowledge development in the area of energy & infrastructure management.
The conferences on ‘Applications for Computers and Operations Research in the Minerals Industry’ (APCOM) initially focused on the optimization of geostatistics and resource estimation. Several standard methods used in these fields were presented in the early days of APCOM. While geostatistics remains an important part, information technology has emerged, and nowadays APCOM not only focuses on geostatistics and resource estimation, but has broadened its horizon to Information and Communication Technology (ICT) in the mineral industry. Mining Goes Digital is a collection of 90 high quality, peer reviewed papers covering recent ICT-related developments in: - Geostatistics and Resource Estimation - Mine Planning - Scheduling and Dispatch - Mine Safety and Mine Operation - Internet of Things, Robotics - Emerging Technologies - Synergies from other industries - General aspects of Digital Transformation in Mining Mining Goes Digital will be of interest to professionals and academics involved or interested in the above-mentioned areas.
This book presents the SPH method for fluid modelling from a theoretical and applied viewpoint. It explains the foundations of the method, from physical principles, and will help researchers, students, and engineers to understand how the method should be used and why it works well.
This conference proceedings presents the research papers in the field of mine planning and mining equipment including themes such as mine automation, rock mechanics, drilling, blasting, tunnelling and excavation engineering. The papers presents the recent advancement and the application of a range of technologies in the field of mining industry. It is of interest to the professionals who practice in mineral industry including but not limited to engineers, consultants, managers, academics, scientist, and government staff.
This proceedings volume collects review articles that summarize research conducted at the Munich Centre of Advanced Computing (MAC) from 2008 to 2012. The articles address the increasing gap between what should be possible in Computational Science and Engineering due to recent advances in algorithms, hardware, and networks, and what can actually be achieved in practice; they also examine novel computing architectures, where computation itself is a multifaceted process, with hardware awareness or ubiquitous parallelism due to many-core systems being just two of the challenges faced. Topics cover both the methodological aspects of advanced computing (algorithms, parallel computing, data exploration, software engineering) and cutting-edge applications from the fields of chemistry, the geosciences, civil and mechanical engineering, etc., reflecting the highly interdisciplinary nature of the Munich Centre of Advanced Computing.