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  • 601.
    Zhabelova, G.
    et al.
    University of Auckland.
    Vyatkin, Valeriy
    Multiagent smart grid automation architecture based on IEC 61850/61499 intelligent logical nodes2012Ingår i: IEEE transactions on industrial electronics (1982. Print), ISSN 0278-0046, E-ISSN 1557-9948, Vol. 59, nr 5, s. 2351-2362Artikel i tidskrift (Refereegranskat)
    Abstract [en]

    Universal, intelligent, and multifunctional devices controlling power distribution and measurement will become the enabling technology of the Smart Grid ICT. In this paper, we report on a novel automation architecture which supports distributed multiagent intelligence, interoperability, and configurability and enables efficient simulation of distributed automation systems. The solution is based on the combination of IEC 61850 object-based modeling and interoperable communication with IEC 61499 function block executable specification. Using the developed simulation environment, we demonstrate the possibility of multiagent control to achieve self-healing grid through collaborative fault location and power restoration.

  • 602.
    Zhabelova, Gulnara
    et al.
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Vesterlund, Mattias
    RISE SICS North, 973 47, Luleå.
    Eschmann, Sascha
    National Institute of Applied Sciences, Strasbourg, France.
    Berezovskaya, Yulia
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Vyatkin, Valeriy
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap. Department of Electrical Engineering and Automation, Aalto University, Helsinki .
    Flieller, Damien
    National Institute of Applied Sciences, Strasbourg, France.
    A Comprehensive Model of Data Center: from CPU to Cooling Tower2018Ingår i: IEEE Access, E-ISSN 2169-3536, Vol. 6, s. 2169-3536Artikel i tidskrift (Refereegranskat)
    Abstract [en]

    Aiming at addressing environmental challenges, large data centers such as Facebook, Google, Yahoo, etc., are increasing share of green power in their daily energy consumption. Such trends drive research into new directions, e.g. sustainable data centers. The research often relies on expressive models that provides sufficient details however practical to re-use and expand. There is a lack of available data center models that capture internal operating states of the facility from the CPU to the cooling tower. It is a challenge to develop a model that allows to describe complete data center of any scale including its connection to the grid. This paper proposes such a model building on existing work. The challenge was to put the pieces of data center together and model behavior of each element so that interdependencies between components and parameters and operating states are captured correctly and in sufficient details. The proposed model was used in the project “Data center microgrid integration” and proven to be adequate and important to support such study.

  • 603.
    Zhabelova, Gulnara
    et al.
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Vyatkin, Valeriy
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Towards a Design Methodology for Agent-Based Automation of Smart Grid2015Ingår i: Industrial Applications of Holonic and Multi-Agent Systems: 7th International Conference, HoloMAS 2015, Valencia, Spain, September 2-3, 2015, Proceedings / [ed] Vladimír Mařík ; Arnd Schirrmann; Damien Trentesaux ; Pavel Vrba, New York: Encyclopedia of Global Archaeology/Springer Verlag, 2015, s. 181-194Konferensbidrag (Refereegranskat)
    Abstract [en]

    This paper proposes an agent-oriented design methodology specific to power system automation domain. The existing agent-oriented methodologies have some deficiencies when applied in industrial automation. Besides, there is lack of models, methods and guidelines for their systematic application. The proposed methodology combines familiar to domain engineer design process of the IEC 61850 standard and design flow of agent-oriented methodologies. The resultant agent-based system is modelled and implemented with IEC 61499. The transformation of IEC 61850 models into the IEC 61499 solution models is guided by the set of rules and supported by automated transformation tool. The methodology has a set of models, their transformation methods and well defined steps that enable systematic design of the agent-based solutions for power system. The methodology is exemplified here on a Smart Grid protection application

  • 604.
    Zhabelova, Gulnara
    et al.
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Vyatkin, Valeriy
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Towards software metrics for evaluating quality of IEC 61499 automation software2015Ingår i: Proceedings of 2015 IEEE 20th International Conference on Emerging Technologies & Factory Automation (ETFA 2015): Luxembourg, 8-11 Sept. 2015, Piscataway, NJ: IEEE Communications Society, 2015, artikel-id 7301502Konferensbidrag (Refereegranskat)
    Abstract [en]

    The quality of the software has an increasing impact on the performance, operation and ultimately the cost of industrial automation systems. Software metrics are necessary to assess the quality and to identify modules that impact cost of testing and maintenance. There is a number of software metrics available within a software engineering domain. However, there is a gap when it comes to evaluating IEC 61499 automation software. It is a challenging task too. IEC 61499 architecture embraces several software development techniques such as imperative languages, state machines and object oriented programming. This paper proposes the method for calculating metrics for IEC 61499 function blocks. These metrics were used to analyze power system protection software. Metrics confirmed expected results and reasonably described quality of software modules. With further improvement and expansion of the proposed set of metrics, it will be possible to accurately analyze and therefore improve automation software design and reduce cost.

  • 605.
    Zhabelova, Gulnara
    et al.
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Vyatkin, Valeriy
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Dubinin, Victor N.
    University of Auckland, Penza State University, Department of Computer Science, University of Penza.
    Decision making for industrial agents in Smart Grid applications2015Ingår i: IECON 2014: 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA , Oct. 29 2014 - Nov. 1 2014, Piscataway, NJ: IEEE Communications Society, 2015, s. 3584-3590Konferensbidrag (Refereegranskat)
    Abstract [en]

    Agent technology in the power system domain isthe realm of theory and laboratory simulation. Agent-basedsystems, due to their complexity of concept and design, mayappear difficult to implement and maintain, and hence moreexpensive, which is a prohibiting factor against using the newtechnology. Designing a decision-making system for an agent isone of the most complex tasks in the development of agent-basedsystems. Designing a decision-making system enabling proactivebehaviours while maintaining reasonable complexity is achallenge. This paper proposes an deliberative decision makingsystem for an industrial agent which allows pro-active behaviourof the agent while maintaining reasonable complexity. It employsa combination of practical and procedural reasoning principles.The formal definition of the proposed deliberative layer isderived in the paper. The procedural reasoning is based on IEC61850 Logical Node concept and implemented with IEC 61499reference architecture. The proposed agent architecture isdemonstrated on the Fault Location Isolation and SupplyRestoration application and validated via so-simulation withMatlab model of the sample distribution network.

  • 606.
    Zhabelova, Gulnara
    et al.
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Vyatkin, Valeriy
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Dubinin, Victor N.
    Penza State University, Department of Computer Science, University of Penza.
    Towards industrially usable agent technology for Smart Grid automation2015Ingår i: IEEE transactions on industrial electronics (1982. Print), ISSN 0278-0046, E-ISSN 1557-9948, Vol. 62, nr 4, s. 2629-2641Artikel i tidskrift (Refereegranskat)
    Abstract [en]

    This work is aimed at facilitating industrial adoption of agent technology. The paper proposes the hybrid agent architecture specific to the power system automation domain. The architecture builds on the Logical Node concept of IEC 61850 and comprises of a deliberative and a reactive layers; combining advantages of both. By relying on the underlined industrial standards IEC 61850 and IEC 61499, the architecture ensures practical applicability and captures domain specific concepts in the agent-based system design. Developed agentbased system was validated in the co-simulation framework. The architecture provides for rapid system development, reducing the software development life cycle. The benefits are in trace-ability of the software requirements, re-use of software components, ease of re-design, and direct deployment of the system model.

  • 607.
    Zhabelova, Gulnara
    et al.
    Department of Electrical and Computer Engineering, University of Auckland.
    Vyatkin, Valeriy
    Dept. of Electr. & Comput. Eng., Univ. of Auckland.
    Zhang, Ziang
    Department of Electrical and Computer Engineering, North Carolina State University, Raleigh.
    Chow, Mo-Yuen
    Department of Electrical and Computer Engineering, North Carolina State University, Raleigh.
    Agent-based distributed consensus algorithm for decentralized economic dispatch in Smart Grid2013Ingår i: IECON 2013: 39th Annual Conference of the IEEE Industrial Electronics Society, Piscataway, NJ: IEEE Communications Society, 2013, s. 1968-1973Konferensbidrag (Refereegranskat)
    Abstract [en]

    The agent based solutions are successfully applied in research and have impressive results. However, at the present, the agent technology is the realm of theory and laboratory simulation. The paper presents an attempt to bridge the gap. To facilitate migration of agent technology to the field, we propose to apply industrial standards such as IEC 61499 to design and implement the agent based algorithms. IEC 61499 is reference architecture for development of distributed systems. As an example of agent based solution to power system problem we consider Incremental Cost Consensus (ICC) algorithm for solving economic dispatch problem. The original system was simulated in Matlab. The agent based 5 node system was developed using IEC 61499 and deployed to 5 industrial controllers, then tested. With the proposed approach the agent algorithms can be designed, tested and deployed within one framework without the overhead of re-coding the solution for different stages. The proposed approach enables directly executable agent solutions and paves the way to the industrial adoption of the agent technology in power system domain.

  • 608.
    Zhabelova, Gulnara
    et al.
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Yang, Chen-Wei
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Patil, Sandeep
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Pang, Cheng
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Yan, Jeffrey
    Department of Electrical and Computer System Engineering, University of Auckland.
    Shalyto, Anatoly
    ITMO University.
    Vyatkin, Valeriy
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Cyber-physical components for heterogeneous modeling, validation and implementation of smart grid intelligence2014Ingår i: 12th IEEE Conference on Industrial Informatics (INDIN 2014): Porto Alegre, Brazil, 27 - 30 July 2014, Piscataway, NJ: IEEE Communications Society, 2014, s. 411-417Konferensbidrag (Refereegranskat)
    Abstract [en]

    This paper presents a practical framework to bring the cyber-physical block diagram models, such as Ptolemy, to the practice of industrial automation. Cyber-Physical Component (CPC) architecture is suggested. CPC aims at the improvement of design, verification and validation practices in automation of Smart Grid. IEC 61499 standard is used as a basis for this architecture. This architecture addresses several design software and system engineering challenges: right equilibrium between abstract representation and “executability” and round-trip engineering. An CPC exhibit such properties as portability, interoperability and configurability thanks to the reliance on open standards. The use of time stamp based execution paradigm adds determinism and predictability at the run-time.

  • 609.
    Zhabelova, Gulnara
    et al.
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Yang, Chen-Wei
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Vyatkin, Valeriy
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    SysGrid: IEC 61850/IEC 61499 based engineering process for Smart Grid automation design2013Ingår i: 11th IEEE International Conference on Industrial Informatics, INDIN 2013: Bochum, Germany 29 July - 31 July 2013, Piscataway, NJ: IEEE Communications Society, 2013, s. 364-369Konferensbidrag (Refereegranskat)
    Abstract [en]

    The paper proposes a novel computer-aided model-based system engineering process for Smart Gird applications. The process is supported by the SysGrid tool that plays the roles of system configurator and device configurator. The design process starts with single line diagrams which are automatically transformed to executable function block specifications. The process is based on the Smart Grid control architecture that is a heterogeneous network of controllers communicating in a peer to peer manner. This “artificial nervous system” of the Smart Grid will be capable of self-healing and dynamic adaptation to renewable generation and ever-changing loads. The tool supports system-level design of automation logic in the form of function block networks with compliancy to IEC 61499. The capabilities of SysGrid are demonstrated through the process of designing a distributed protection application.

  • 610.
    Zhabelova, Gulnara
    et al.
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Yang, Chen-Wei
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Vyatkin, Valeriy
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Etherden, Nicholas
    Vattenfall AB, Stockholm.
    Christoffersson, Lars
    IETV AB, Gallstad.
    Open Architecture for Cost Effective Protection and Control of Power Distribution Networks2016Ingår i: IEEE International Conference on Smart Grid Communications (SmartGridComm) 2016, Piscataway, NJ, 2016, s. 729-735, artikel-id 7778848Konferensbidrag (Refereegranskat)
    Abstract [en]

    The paper aims at demonstrating the feasibility of an execution platform that is capable of performing protection and control functions from various vendors in a controlled manner. This will reduce vendor dependency enabling utilities to standardize hardware while implementing complex protection schemes from multiple vendors at reduced cost. The paper develops protection system including earth, differential and overcurrent protection functions from different vendors integrated in one hardware using IEC 61499 open reference architecture. IEC 61499 enables efficient and flexible design and implementation of the distributed automation systems. Selected substation is modelled in Matlab Simulink. Developed protection scheme is performed by programmable automation controller (PAC) and validated by connecting it to the simulation model of the substation. The protection scheme satisfied all functional requirements. At present, authors are working on validating its timing properties.

  • 611.
    Zhabelova, Gulnara
    et al.
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Yavarian, Alireza
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Vyatkin, Valeriy
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Data center power dynamics within the settings of regional power grid2015Ingår i: Proceedings of 2015 IEEE 20th International Conference on Emerging Technologies & Factory Automation (ETFA 2015): Luxembourg, 8-11 Sept. 2015, Piscataway, NJ: IEEE Communications Society, 2015, artikel-id 7301633Konferensbidrag (Refereegranskat)
    Abstract [en]

    Data centers have grown to become big energy cconsumers. At this scale of power consumption, data centers play cconsiderable role in electric networks operation. However, being ca relatively new industrial scale consumer, data center requires cmore careful consideration and research to uncover its specifics cand better understand its requirements; and investigate data ccenter's impact on regional grid. This paper reports on the work cin progress and at this stage details an effort to understand the cimpact of dynamic server load of a data center on its power cinfrastructure and further on the grid; the effects of transient cfaults in power grid on performance of a data center. This will chelp regional grid operators to improve power balancing within cthe network to maintaining network stability avoiding failures cand blackouts. The results of this work will be used in developing cdynamic power balancing strategy for a smart grid containing clarge data centers.

  • 612.
    Zhabelova, Gulnara
    et al.
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Yavarian, Alireza
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Vyatkin, Valeriy
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Huang, Alex
    Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, NC.
    Data center energy efficiency and power quality: An alternative approach with solid state transformer2016Ingår i: Annual Conference of the IEEE Industrial Electronics Society, IECON 2015: Yokohama, Japan, 9-12 Nov. 2015, Piscataway, NJ: IEEE Communications Society, 2016, s. 1294-1300, artikel-id 7392279Konferensbidrag (Refereegranskat)
    Abstract [en]

    Data center evolved to become large power consumers. Its supporting infrastructure, such as cooling and power distribution, consumes resources e.g. electric power and money. In fact, most money is spent on power conditioning and cooling systems. Therefore, the efficiency of data center and power quality are important topics and can be addressed by careful design. There is a need for research into application of innovative design and state-of-the-art technology for optimizing power supply in data centers. The paper investigates potential of a state-of-the-art technology such as solid state transformer (SST). The simulation proves that SST has potential to improve operational efficiency. SST shows better control of voltage, current and reactive power of the facility, eliminating need for additional devices such as power conditioners and reducing power loss. These results lead to the next stage of the project that involves developing an optimal data center design with SST and investigating data center potential in demand response applications.

  • 613.
    Zhang, Xiaojing
    et al.
    Department of Power Device, ABB AB, Corporate Research, Vasteras.
    Lindberg, Thomas
    Department of Engineering and Physics, Karlstad University.
    Xiong, N.
    School of Innovation, Design and Engineering, Malardalen University, Vasteras.
    Vyatkin, Valeriy
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Mousavi, Arash
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Cooling Energy Consumption Investigation of Data Center IT Room with Vertical Placed Server2017Ingår i: Energy Procedia, ISSN 1876-6102, E-ISSN 1876-6102, Vol. 105, s. 2047-2052Artikel i tidskrift (Refereegranskat)
    Abstract [en]

    As energy consumption by cooling data center IT equipment can be over 40% of total energy consumption, efficient cooling for large data centers is essential for reducing operation costs. Modern data centers are complex systems involving IT facilities, power system, cooling and ventilation systems. In our previous work, literature study was made to investigate available data center energy consumption models; and energy consumption models for data center IT room with distributed air flow control were developed. In this paper, the models are further extended and developed to cover the combined distributed air flow control and vertical placed servers in raised floor ventilation system. Simulation of the three types of ventilation systems with Even load, Idle server and Uneven load scenarios showed that significant cooling energy consumed by a traditional ventilation system can be saved by applying the proposed new concept and method.

  • 614.
    Zhohov, Roman
    et al.
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Minovski, Dimitar
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap. InfoVista Sweden.
    Johansson, Per
    InfoVista Sweden.
    Andersson, Karl
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Real-time Performance Evaluation of LTE for IIoT2018Ingår i: Proceedings of the 43rd IEEE Conference on Local Computer Networks (LCN) / [ed] Soumaya Cherkaoui, Institute of Electrical and Electronics Engineers (IEEE), 2018Konferensbidrag (Refereegranskat)
    Abstract [en]

    Industrial Internet of Things (IIoT) is claimed to be a global booster technology for economic development. IIoT brings bulky use-cases with a simple goal of enabling automation, autonomation or just plain digitalization of industrial processes. The abundance of interconnected IoT and CPS generate additional burden on the telecommunication networks, imposing number of challenges to satisfy the key performance requirements. In particular, the QoS metrics related to real-time data exchange for critical machine-to-machine type communication. This paper analyzes a real-world example of IIoT from a QoS perspective, such as remotely operated underground mining vehicle. As part of the performance evaluation, a software tool is developed for estimating the absolute, one-way delay in end-toend transmissions. The measured metric is passed to a machine learning model for one-way delay prediction based on LTE RAN measurements using a commercially available cutting-edge software tool. The achieved results prove the possibility to predict the delay figures using machine learning model with a coefficient of determination up to 90%.

  • 615.
    CSEE 2001: Second Annual Conference on Computer Science and Electrical Engineering, Luleå, Sweden May 21-22: Conference Proceedings2001Rapport (Övrigt vetenskapligt)
    Abstract [en]

    The second Annual Symposium on Computer Science and Electrical Engineering, CSEE'2001, was held in Luleå, Sweden on May 21-22, 2001. One objective was to give Ph.D. students an opportunity to present their ongoing work. The symposium also provided a forum for an exchange of ideas between researchers involved in theoretical as well as experimental and applied research. Papers concerning important aspects of computers and their use in systems, where presented.

  • 616.
    CSEE2002: Second Annual Conference on Computer Science and Electrical Engineering, Luleå, Sweden May 27-28: Conference Proceedings2002Rapport (Övrigt vetenskapligt)
    Abstract [en]

    The third Annual Symposium on Computer Science and Electrical Engineering, CSEE'2002, was held in Luleå, Sweden on May 27-28, 2002. One objective was to give Ph.D. students an opportunity to present their ongoing work. The symposium also provided a forum for an exchange of ideas between researchers involved in theoretical as well as experimental and applied research. Papers concerning important aspects of computers and their use in systems, where presented.

  • 617.
    Brogle, Marc (Redaktör)
    University of Bern.
    Osipov, Evgeny (Redaktör)
    Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
    Braun, Torsten (Redaktör)
    University of Bern.
    Heijenk, Geert (Redaktör)
    University of Twente.
    Fourth ERCIM workshop on e-mobility2010Rapport (Övrigt vetenskapligt)
    Abstract [en]

    ERCIM, the European Research Consortium for Informatics and Mathematics, aims to foster collaborative work within the European research community and to increase co-operation with European industry. In the ERCIM eMobility workshop, current progress and future developments in the area of eMobility should be discussed and the existing gap between theory and application closed. This volume contains all accepted papers of the fourth eMobility workshop, which has been held in Luleå, Sweden, on May 31, 2009. Papers from different areas have been selected for this workshop. The contributions discuss several topics of the ERCIM eMobility working group including, testbeds for mobile networks, performance optimization for cellular networks, QoS in V2B communication, reliability in ad-hoc networks, distributed resource discovery and use, traffic generation models for wireless networks, IMS clients, ICT support for mobility, VANETs, and mobile video conferencing.At this point, we want to thank all authors of the submitted papers and the members of the international program committee for their contribution to the success of the event and the high quality program. The proceedings are divided into two sections, full papers and short papers. While the latter present work in progress and ongoing research, the full papers have been carefully selected in a peer review process. The reviewers evaluated all papers and sent the authors the comments on their work.The invited talks featured presentations of different European research projects: ELVIRE presented by Marc Brogle, EU-Mesh presented by Vasilios Siris, Frederica presented by Kurt Baumann, GINSENG presented by Marilia Curado, Socrates presented by Hans van den Berg, Winemo presented by Yevgeni Koucheryavy, and Wisebed presented by Torsten Braun.Luleå University of Technology is the northernmost university of technology in Scandinavia and with world-class research and education. Its strength lies in its cooperation with companies and with the rest of the world around it. Contacts with companies and society help to develop research and education that satisfy the demands that the world around makes on the university and its students. Luleå University of Technology conducts research in the Faculty of engineering and the Faculty of arts and social sciences. Research at the University has an annual turnover of EUR 70 million and comprises 70 research subjects in 6 research profiles and 6 development profiles. The research is characterized by multidisciplinary cooperation between the University's research departments and close interaction with trade and industry and society. Both major international and national companies and small enterprises in the region are involved in the University's research and development projects. The companies also cooperate in the University's research centers. Torsten Braun, Marc Brogle, Geert Heijenk, Evgeny Osipov

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