Интернет вещей: Транспорт
The paper describes the possibility of using the Internet of Things in transport industry and processes while all the life cycle of transporting passengers and goods. Authors provide detailed research of effects and benefits by using Internet of Things while transportation, «smart cars and vehicles», customer applications that drives cost optimization and economic effect. The paper provides the analysis of potential trends in development of Internet of Things in transportation sector forced by information and digital technologies development recent years. Also the productivity and cost savings aspects are carefully examined as well as their impact to the company’s transportation and logistics business processes. While providing recommendations on business processes improvement and costs and risks reducing initiatives, the global trends are considered.
The tutorial describes the specific features of transport as an object of management, main characteristics of transport systems, principles of organisation and regulation of transport activities, main terms and definitions related to freight an cargo flows. Described are the basic calculation methods necessary to calculate the number of vehicles and their parameters.
The paper reviews the problem of age and gender recognition methods for video data using modern deep convolutional neural networks. We present the comparative analysis of classifier fusion algorithms to aggregate decisions for individual frames. We implemented the video-based recognition system with several aggregation methods to improve the age and gender identification accuracy. The experimental comparison of the proposed approach with traditional simple voting using IJB-A, Indian Movies, and Kinect datasets is provided. It is demonstrated that the most accurate decisions are obtained using the geometric mean and mathematical expectation of the outputs at softmax layers of the convolutional neural networks for gender recognition and age prediction, respectively.
DepCoS – RELCOMEX is an annual series of conferences organized by Wrocław University of Technology to promote a comprehensive approach to evaluation of system performability which is now commonly called dependability. In contrast to classic analyses which were concentrated on reliability of technical resources and structures built from them, dependability is based on multi-disciplinary approach to theory, technology, and maintenance of a system considered to be a multifaceted amalgamation of technical, information, organization, software and human (users, administrators, supervisors, etc.) resources. Diversity of processes being realized (data processing, system management, system monitoring, etc.), their concurrency and their reliance on in-system intelligence often severely impedes construction of strict mathematical models and calls for application of intelligent and soft computing methods.
This book presents the proceedings of the Ninth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, which took place in Brunów Palace, Poland, from 30th June to 4th July, 2014. The articles selected for this volume illustrate the variety of topics that must be included in system dependability analysis: tools, methodologies and standards for modelling, design and simulation of the systems, security and confidentiality in information processing, specific issues of heterogeneous, today often wireless, computer networks, or management of transportation networks.
The article contains the analysis of the impact of information and communication technologies as well as mobile technologies for the conduction of small and medium business in the emerging countries. Special approach is suggested for the development of the concept of business-processes management on small and medium enterprises.
The present paper is devoted to a study of the legal regulation of the relations in the gas industry of China and Brazil. In the first instance the author represents the overall survey of the state of the gas industry in these countries and perspectives of its development. The research is accented on the legal sources of regulation in that domain and the role of the international law. In the article the detailed analysis is made on legal regulation of activities of exploration, production of natural gas, on its transportation, distribution, commercialization, import-export activity in Brazil and in China. In conclusion the author resumes the results of the comparative legal analysis, estimating the models of regulation, pointing out their weaknesses and possible treatment for its correction.
DepCos-RELCOMEX is an annual series of conferences organized by the Institute of Computer Engineering, Control and Robotics (CECR), Wroclaw University of Technology, since 2006.
Contemporary technical systems are integrated unities of technical, information, organization, software and human resources. Diversity of the processes being realized in the system, their concurrency and their reliance on in-system intelligence significantly impedes construction of strict mathematical models and calls for application of intelligent and soft computing methods.
The submissions included in this volume illustrate variety of problems that need to be explored in the dependability analysis: methodologies and practical tools for modelling, design and simulation of the systems, security and confidentiality in information processing, specific issues of heterogeneous, today often wireless, computer networks, or management of transportation networks.
Event logs collected by modern information and technical systems usually contain enough data for automated process models discovery. A variety of algorithms was developed for process models discovery, conformance checking, log to model alignment, comparison of process models, etc., nevertheless a quick analysis of ad-hoc selected parts of a journal still have not get a full-fledged implementation. This paper describes an ROLAP-based method of multidimensional event logs storage for process mining. The result of the analysis of the journal is visualized as directed graph representing the union of all possible event sequences, ranked by their occurrence probability. Our implementation allows the analyst to discover process models for sublogs defined by ad-hoc selection of criteria and value of occurrence probability
The Handbook of CO₂ in Power Systems' objective is to include the state-of-the-art developments that occurred in power systems taking CO₂ emission into account. The book includes power systems operation modeling with CO₂ emissions considerations, CO₂ market mechanism modeling, CO₂ regulation policy modeling, carbon price forecasting, and carbon capture modeling. For each of the subjects, at least one article authored by a world specialist on the specific domain is included.
I give the explicit formula for the (set-theoretical) system of Resultants of m+1 homogeneous polynomials in n+1 variables