Academic literature on the topic 'Automation of the building'

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Journal articles on the topic "Automation of the building"

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Edwards, Rodger. "Intelligent Buildings and Building Automation." Construction Management and Economics 29, no. 2 (February 2011): 216–17. http://dx.doi.org/10.1080/01446193.2010.542470.

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Edelson, Eve. "Building automation security in office buildings." Computer Fraud & Security 2004, no. 10 (October 2004): 4–6. http://dx.doi.org/10.1016/s1361-3723(04)00120-4.

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Zong, De Xin, and Zhao Xia Wang. "Application of Building Automation System in Building Energy Efficiency." Advanced Materials Research 374-377 (October 2011): 357–60. http://dx.doi.org/10.4028/www.scientific.net/amr.374-377.357.

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Building automation is the inevitable product of information age and the modern society, and it is the perfect combination of modern high-tech and building. Making the equipments in the building running automatically in optimal state, building automation system can reduce energy consumption maximally while providing a comfortable environment conditions. This paper makes an energy saving analysis of each important component of building automation system, and establishes a typical office building model, simulating how building automatic system can influence building energy efficiency in four level cases. It hopes to provide some reference for the application of building automation system in building energy efficiency.
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Wheeler, A. "Debugging building automation applications." Computing and Control Engineering 18, no. 1 (February 1, 2007): 30–33. http://dx.doi.org/10.1049/cce:20070107.

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Dang, Khoa, and Igor Trotskii. "Architecture For Automation System Metrics Collection, Visualization and Data Engineering – HAMK Sheet Metal Center Building Automation Case Study." Open Engineering 9, no. 1 (November 20, 2019): 561–70. http://dx.doi.org/10.1515/eng-2019-0065.

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AbstractEver growing building energy consumption requires advanced automation and monitoring solutions in order to improve building energy efficiency. Furthermore, aggregation of building automation data, similarly to industrial scenarios allows for condition monitoring and fault diagnostics of the Heating, Ventilations and Air Conditioning (HVAC) system. For existing buildings, the commissioned SCADA solutions provide historical trends, alarms management and setpoint curve adjustments, which are essential features for facility management personnel. The development in Internet of Things (IoT) and Industry 4.0, as well as software microservices enables higher system integration, data analytics and rich visualization to be integrated into the existing infrastructure. This paper presents the implementation of a technology stack, which can be used as a framework for improving existing and new building automation systems by increasing interconnection and integrating data analytics solutions. The implementation solution is realized and evaluated for a nearly zero energy building, as a case study.
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Ramsauer, Daniel, Max Dorfmann, Hilda Tellioğlu, and Wolfgang Kastner. "Human Perception and Building Automation Systems." Energies 15, no. 5 (February 25, 2022): 1745. http://dx.doi.org/10.3390/en15051745.

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Building automation is concerned with closed- and open-loop control of building services such as heating, cooling, ventilation and air conditioning, lighting and shading. The ultimate goal is to reduce energy consumption while providing comfort for the occupants. However, ensuring human comfort is a complex affair. In case of dissatisfaction, users need to inform the building operators about apparently badly adjusted setpoints. Then, service units of the facility management have to manually analyze how to improve the situation. Due to the complex characteristics of human perception and derived feedback, this can become a troublesome and time-consuming task. This paper describes the main results of our investigations to improve occupant comfort in office buildings using environmental information monitored by a Wireless Sensor Network (WSN) and human perception collected from a feedback tool. A joint information base aligned with static data from building information modeling integrates the information gathered. Reasoning on these data sources allows adjustments of the Building Automation System (BAS) to automatically enhance the tenant’s comfort or suggest necessary adjustments for facility managers. Communication between the different system components is handled via Message Queuing Telemetry Transport (MQTT). A real-world field study shows the potential of the developed approach, proves its feasibility, and demonstrates the functionality of the feedback tool.
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Hu, Jun, and Huai Wen Hu. "The Key Technology Research of Building Automation System." Applied Mechanics and Materials 203 (October 2012): 125–29. http://dx.doi.org/10.4028/www.scientific.net/amm.203.125.

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Contemporary building automation system (BAS) is realize automatization control and management system through to the modern advanced computer technology, communication technology and control technology, and other comprehensive utilization,which can realize the intelligent buildings all mechanical and electrical equipment and the energy equipment of the united network control connection, so as to achieve the whole building environment system of monitoring and management, to it’s best for people to create a comfortable safety, high efficiency and energy saving life environment. In this paper, there’s a deep discussions of the building automation system of composition, development and the present situation; and the key technology of the present situation and development prospects, and we set a plan based on the technology of building automation system LonWorks solutions, and expounds the concrete realization of key technologies of the system, based on the development of the host general much input/output intelligent node module.
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Zucker, Gerhard, Peter Palensky, Florian Judex, Christian Hettfleisch, Ralf-Roman Schmidt, and Daniele Basciotti. "Energy aware building automation enables Smart Grid-friendly buildings." e & i Elektrotechnik und Informationstechnik 129, no. 4 (June 2012): 271–77. http://dx.doi.org/10.1007/s00502-012-0012-5.

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Rahman, Nayem, and Dale Rutz. "Building Data Warehouses Using Automation." International Journal of Intelligent Information Technologies 11, no. 2 (April 2015): 1–22. http://dx.doi.org/10.4018/ijiit.2015040101.

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Software development is a complex endeavor. While significant benefits can be achieved, the process is often laborious, time consuming and error prone requiring multiple iterations in order to achieve the desired result. Issues arise for numerous reasons – coding defects, unclear requirements, migration challenges, lack of convention, and inadequate testing to name a few. When convention and automation are introduced into the software development lifecycle there are significantly fewer opportunities for failure. Automation also allows for shorter development windows. Generally there are fewer errors throughout testing, with the bulk of those being found in unit and functional testing, far before the users get involved in systems acceptance testing. A data warehouse consists of multiple subject areas in which many tasks are common and should be automated for the sake of efficiency and enforcing convention. This article discusses a set of tools that can be used to automate writing data warehouse objects. The article also provides statistics of time saved using automation.
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Lv, Cai Zhong. "Intelligent Building and Green City." Advanced Materials Research 243-249 (May 2011): 5785–88. http://dx.doi.org/10.4028/www.scientific.net/amr.243-249.5785.

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Building automation system today employs an array of subsystems, communication protocols, data formats and software platforms. Some of these are proprietary, others are standards-based, but in neither case can true integration and interoperability be achieved. In addition to this, the traditional isolated subsystem within a building prevent renter and visitor from easily accessing the building resource and property manager from managing and maintaining the building. To address these issues, we describe a novel type of intelligent building system that merges IT technology with automation control technology. It allows devices from different manufactures to be integrated together seamlessly within one WEB-enable automation system; that enable property manager configuring, monitoring, and maintenance of heterogeneous subsystems with a unified application from a browser anywhere and anytime. It is seen that this approach provides the possibility to leverage current building automation technology into next high level.
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Dissertations / Theses on the topic "Automation of the building"

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Mengana, Bashar, and Fredrik Raak. "Building Automation." Thesis, KTH, Skolan för elektro- och systemteknik (EES), 2011. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-199263.

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A, Elhassan Amro. "Building automation and control." Thesis, KTH, Skolan för elektro- och systemteknik (EES), 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-199311.

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Ferreira, Bernardo Menezes Rodrigues. "Building automation with failure tolerance." Master's thesis, Universidade de Aveiro, 2017. http://hdl.handle.net/10773/23823.

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Mestrado em Engenharia de Computadores e Telemática
Esta dissertação enquadra-se no projecto SmartLighting e tem como objectivo criar uma solução energeticamente eficiente para edifícios e espaços inteligentes. Numa primeira fase, esta dissertação apresenta uma revisão das soluções existentes de automação de edifícios e, posteriormente, propõe uma solução baseada em princípios da Internet das Coisas e sistemas de processamento complexo de eventos, capaz de criar um ambiente inteligente, autónomo e resiliente a falhas. O foco do trabalho está na criação de um software leve para ser colocado em dispositivos com pouca capacidade de processamento de modo a poderem, não só ser um meio para comunicação com dispositivos inteligentes, mas também habilitados para oferecer capacidades de processamento de eventos em casos de emergência.
This dissertation was was done within the scope of the SmartLighting project and aims to create an energy efficient solution for buildings and smart spaces. In a first phase, this dissertation presents a review of existing building automation solutions and later proposes a solution based on Internet of Things (IoT) principles and Complex Event Processing (CEP) systems, capable of creating a smart, autonomous and fail resilient environment. The focus of the work is on creating a lightweight software to be placed on devices with low processing capacity so that they can not only be a means of communicating with intelligent devices but also enabled to provide event processing capabilities in cases of emergency.
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Nama, Sumanth. "Detecting attacks in building automation system." Thesis, California State University, Long Beach, 2015. http://pqdtopen.proquest.com/#viewpdf?dispub=1597784.

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Building Automation System (BAS) was proposed to have the automatic centralized control of various appliances in the building such as heating, ventilating, air conditioning and other systems. Providing high security for the network layer in BAS was the major concern in recent times of studies. Researchers have been proposing different authentication protocols to stop the intruders from attacking the network, of which Time Efficient Stream Loss Authentication (TESLA) was the most secured protocol. Apart from its low computational and communicational overhead, there are few possible ways from which an intruder can attack a BAS network. Hence, to overcome this drawback we used a proposed algorithm in this paper, which uses the concept of Zero ? Knowledge Protocol (ZKP) in addition to TESLA for security. This combination of ZKP with time synchronization provides high authentication of packets in the network, thus making the network more secure and reliable. To test the security of the algorithm, we implement different wireless sensor network attacks such as sinkhole attack, and gray hole attack. Our proposed security algorithm is implemented by various WSN?s. We use Network Simulator 2 for simulation of the proposed algorithm. During the simulation, we observe detection of malicious nodes (intruders), thus proving the security of the proposed algorithm that in turn secures BAS.

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Stenlund, Valdemar, and Viking Flyhammar. "PId in building control and automation." Thesis, KTH, Skolan för elektro- och systemteknik (EES), 2013. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-199345.

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Morin, Oskar, and Gabriel Haddad. "PID in building control and automation." Thesis, KTH, Skolan för elektro- och systemteknik (EES), 2014. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-199384.

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Sai, Reddy Mallangi Siva. "PID in building control and automation." Thesis, KTH, Skolan för elektro- och systemteknik (EES), 2014. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-199385.

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Makarechi, Shariar. "Automation Performance Index." Diss., Georgia Institute of Technology, 2006. http://hdl.handle.net/1853/14063.

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Automation is intended to improve overall building performance. Building Automation Systems (BAS) are attractive and popular due to their promise of increased operational effectiveness. BAS can be optimized and a well-designed and well-implemented BAS is expected to increase a buildings overall appeal and value as a result of improvement to its performance. In order to improve the level of automation in buildings, a measurement tool in the form of a performance index is needed. The goal of this research is to quantify a buildings level of automation-performance. The specific objective is to develop an Automation Performance Index (API) model for evaluating the extent of a buildings automation-performance. A methodology is outlined with ten tasks to accomplish the goals of this research and a criterion for each task is described. An extensive literature research and expert survey are performed to identify the key parameters that influence the performance of BAS. Seminars related to the building automation and commissioning fields were also attended to obtain the views of practitioners, manufacturers experts, as well as scholars in the field of building automation and performance commissioning. A Delphi method of research approach is conducted through a series of interviews and surveys of industry and academia experts. The feedback from experts and the research from literature, industry and academic resources are combined, classified and categorized for identification of significant parameters around which Automation Performance Index (API) model can be defined.
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Kara, Deniz. "Implementing productivity based demand response in office buildings using building automation standards." Thesis, Durham University, 2015. http://etheses.dur.ac.uk/10944/.

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Demand response is an effective method that can solve known issues in electrical power systems caused by peak power demand and intermittent supply from renewable sources. Office buildings are good candidates for implementing demand response because they usually incorporate building management systems which are able to control and monitor various electrical devices, from lighting to HVAC, security to power management. In order to study the feasibility of using an existing office building management system to implement demand response, a simulator for a typical office building has been built which models the energy consumption characteristics of the building. With the help of this simulator, an Indoor Environment Quality based control algorithm is developed whose aim is to minimise reduction in productivity in an office building during a demand response application. This research revealed two key elements of automatic demand response: lighting loads need to be utilised in every demand response scenario along with HVAC, and the control system needs to be able to operate rapidly because of changing conditions. A multi-agent based demand response control algorithm for lighting is then developed and used to test the suitability of two communication protocols currently widely used in office buildings: KNX and LonWorks. The results show that excessive overload of the communication channel and the lag caused by slow communication speeds using these protocols present serious problems for the implementation of real time agent based communication in office buildings. A solution to these problems is proposed.
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Özlük, Ali Cemal. "Design Space Exploration for Building Automation Systems." Doctoral thesis, Saechsische Landesbibliothek- Staats- und Universitaetsbibliothek Dresden, 2013. http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-130600.

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In the building automation domain, there are gaps among various tasks related to design engineering. As a result created system designs must be adapted to the given requirements on system functionality, which is related to increased costs and engineering effort than planned. For this reason standards are prepared to enable a coordination among these tasks by providing guidelines and unified artifacts for the design. Moreover, a huge variety of prefabricated devices offered from different manufacturers on the market for building automation that realize building automation functions by preprogrammed software components. Current methods for design creation do not consider this variety and design solution is limited to product lines of a few manufacturers and expertise of system integrators. Correspondingly, this results in design solutions of a limited quality. Thus, a great optimization potential of the quality of design solutions and coordination of tasks related to design engineering arises. For given design requirements, the existence of a high number of devices that realize required functions leads to a combinatorial explosion of design alternatives at different price and quality levels. Finding optimal design alternatives is a hard problem to which a new solution method is proposed based on heuristical approaches. By integrating problem specific knowledge into algorithms based on heuristics, a promisingly high optimization performance is achieved. Further, optimization algorithms are conceived to consider a set of flexibly defined quality criteria specified by users and achieve system design solutions of high quality. In order to realize this idea, optimization algorithms are proposed in this thesis based on goal-oriented operations that achieve a balanced convergence and exploration behavior for a search in the design space applied in different strategies. Further, a component model is proposed that enables a seamless integration of design engineering tasks according to the related standards and application of optimization algorithms.
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Books on the topic "Automation of the building"

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Merz, Hermann, Thomas Hansemann, and Christof Hübner. Building Automation. Cham: Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-73223-7.

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Merz, Hermann, Thomas Hansemann, and Christof Hübner. Building Automation. Berlin, Heidelberg: Springer Berlin Heidelberg, 2009. http://dx.doi.org/10.1007/978-3-540-88829-1.

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Intelligent building and building automation. London: Spon Press, 2010.

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Paper, David. Building automation into existing business processes. Hershey, PA: Idea Group Pub., 2004.

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Ballast, David Kent. "Smart buildings"--building automation: A selected bibliography of recent literature. Monticello, Ill., USA: Vance Bibliographies, 1987.

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Rutkauskas, Romas. Networks for building and industry automation: Textbook. Kaunas: Technologija, 2004.

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Networking for building automation and control systems. Lilburn, GA: Fairmont Press, 1992.

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Eyke, Maurice. Building automation systems: A practical guide to selection and implementation. Edited by Reeves E. A. Oxford: BSP Professional Books, 1988.

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Warszawski, Abraham. Application of robotics to building construction. Rotterdam, The Netherlands: International Council for Building Research Studies and Documentation, 1987.

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Vance, Mary A. Automation in buildings. Monticello, Ill: Vance Bibliographies, 1985.

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Book chapters on the topic "Automation of the building"

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Goldfedder, Jarrett. "Platform Automation." In Building a Data Integration Team, 127–62. Berkeley, CA: Apress, 2020. http://dx.doi.org/10.1007/978-1-4842-5653-4_7.

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Bratukhin, Aleksey, Albert Treytl, and Thilo Sauter. "MANU Building – Bringing together Manufacturing Automation and Building Automation." In IFIP Advances in Information and Communication Technology, 88–95. Berlin, Heidelberg: Springer Berlin Heidelberg, 2013. http://dx.doi.org/10.1007/978-3-642-40361-3_12.

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Salsbury, Timothy I. "The Smart Building." In Springer Handbook of Automation, 1079–93. Berlin, Heidelberg: Springer Berlin Heidelberg, 2009. http://dx.doi.org/10.1007/978-3-540-78831-7_62.

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Merz, Hermann, Thomas Hansemann, and Christof Hübner. "Introduction to Building Automation." In Signals and Communication Technology, 1–40. Cham: Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-73223-7_1.

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Merz, Hermann, Thomas Hansemann, and Christof Hübner. "Introduction to Building Automation." In Signals and Communication Technology, 1–25. Berlin, Heidelberg: Springer Berlin Heidelberg, 2009. http://dx.doi.org/10.1007/978-3-540-88829-1_1.

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Srividya, P. "Smart Building Automation System." In Smart Buildings Digitalization, 29–38. Boca Raton: CRC Press, 2021. http://dx.doi.org/10.1201/9781003240853-3.

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Majekodunmi, Dipo. "Building the Process." In Business Process Automation with ProcessMaker 3.1, 93–102. Berkeley, CA: Apress, 2017. http://dx.doi.org/10.1007/978-1-4842-3345-0_6.

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Ahuja, Anil. "Integrated Building Systems Automation (IBSA)." In Integrated M/E Design, 215–40. Boston, MA: Springer US, 1997. http://dx.doi.org/10.1007/978-1-4757-5514-5_15.

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Jadhav, Nilesh Y. "Building Management and Automation Technologies." In Green and Smart Buildings, 95–107. Singapore: Springer Singapore, 2016. http://dx.doi.org/10.1007/978-981-10-1002-6_6.

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Levin, Mark Sh, Aliaksei Andrushevich, and Alexander Klapproth. "Improvement of Building Automation System." In Lecture Notes in Computer Science, 459–68. Berlin, Heidelberg: Springer Berlin Heidelberg, 2011. http://dx.doi.org/10.1007/978-3-642-21827-9_47.

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Conference papers on the topic "Automation of the building"

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Zucker, Gerhard, Tarik Ferhatbegovic, and Dietmar Bruckner. "Building automation for increased energy efficiency in buildings." In 2012 IEEE 21st International Symposium on Industrial Electronics (ISIE). IEEE, 2012. http://dx.doi.org/10.1109/isie.2012.6237258.

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Reich, Stefan, Sagar Vanapalli, and Henning Duerr. "Concepts of Energy-Autonomous Building Climate Automation." In IABSE Congress, New York, New York 2019: The Evolving Metropolis. Zurich, Switzerland: International Association for Bridge and Structural Engineering (IABSE), 2019. http://dx.doi.org/10.2749/newyork.2019.1036.

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<p>The controlling of the building climate requires an immense energy consumption worldwide. In modern buildings, the heating energy amount can be reduced into reasonable level by the use of building insulation and low u-value facade parts. In most countries the energy needed for building cooling is a significant amount of the total building energy consumption. At office buildings the necessary cooling energy often exceeds the consumed heating energy. Therefore modern building may use a variety of shading systems to reduce the input of solar radiation into the rooms. Beside manually operated systems especially electronically operated ones seem to be the future standard in buildings.</p><p>Despite their huge comfort and efficiency these electronically operated systems are often limited to higher standard buildings and wealthier regions. Therefore this paper describes as intermediate results of an ongoing research project several concepts of the integration of energy autonomous shading and ventilation systems. All of them base on the use of temperature sensitive shape memory alloy as actuator for the moving of mechanical components. They do not need any electrical energy or electrical components, like controllers, motors or infrastructure. The concept is demonstrated in various applications from shading blinds, shading lamellas, night cooling ventilation or forced ventilation for necessary room air exchange.</p><p>Promising main applications, as night cooling or shading lamellas are investigated and demonstrated in life- size mock-ups.</p>
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"Building and home automation." In 2016 IEEE International Conference on Industrial Technology (ICIT). IEEE, 2016. http://dx.doi.org/10.1109/icit.2016.7474949.

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Goltz, Johannes. "Securing Building Automation Systems." In 2021 11th IFIP International Conference on New Technologies, Mobility and Security (NTMS). IEEE, 2021. http://dx.doi.org/10.1109/ntms49979.2021.9432650.

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Welch, M. "Building automation networks versus IT networks." In IEE Seminar on Intelligent Building Environments. IEE, 2005. http://dx.doi.org/10.1049/ic:20050205.

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Hayduk, Grzegorz, Pawel Kwasnowski, and Zbigniew Mikos. "Building management system architecture for large building automation systems." In 2016 17th International Carpathian Control Conference (ICCC). IEEE, 2016. http://dx.doi.org/10.1109/carpathiancc.2016.7501100.

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Kastner, Wolfgang, and Thomas Novak. "Functional safety in building automation." In Factory Automation (ETFA 2009). IEEE, 2009. http://dx.doi.org/10.1109/etfa.2009.5347168.

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"Building automation and smart homes." In 2010 8th IEEE International Conference on Industrial Informatics (INDIN). IEEE, 2010. http://dx.doi.org/10.1109/indin.2010.5549474.

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Praus, Friedrich, and Wolfgang Kastner. "Identifying unsecured building automation installations." In 2014 IEEE Emerging Technology and Factory Automation (ETFA). IEEE, 2014. http://dx.doi.org/10.1109/etfa.2014.7005301.

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Gokceli, Selahattin, Halim Bahadir Tugrel, Sinem Pisirgen, Gunes Karabulut Kurt, and Berna Ors. "A building automation system demonstration." In 2015 9th International Conference on Electrical and Electronics Engineering (ELECO). IEEE, 2015. http://dx.doi.org/10.1109/eleco.2015.7394650.

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Reports on the topic "Automation of the building"

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Mark J. Stunder, Perry Sebastian, Brenda A. Chube, and Michael D. Koontz. Integration of Real-Time Data Into Building Automation Systems. Office of Scientific and Technical Information (OSTI), April 2003. http://dx.doi.org/10.2172/809900.

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Kao, James Y. Direct digital control based building automation system design criteria. Gaithersburg, MD: National Institute of Standards and Technology, 1991. http://dx.doi.org/10.6028/nist.ir.4604.

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De, P., N. Riou, and W. Vermeylen. Building Automation Routing Requirements in Low-Power and Lossy Networks. Edited by J. Martocci. RFC Editor, June 2010. http://dx.doi.org/10.17487/rfc5867.

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Kao, James Y. Guide specification for direct digital control based building automation system. Gaithersburg, MD: National Institute of Standards and Technology, 1991. http://dx.doi.org/10.6028/nist.ir.4606.

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Tupper, Shawn P. Building Automation System Cyber Networks: An Unmitigated Risk to Federal Facilities. Fort Belvoir, VA: Defense Technical Information Center, December 2015. http://dx.doi.org/10.21236/ad1009306.

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Wang, Hongning. The Building Adapter: Automatic Mapping of Commercial Buildings for Scalable Building Analytics. Office of Scientific and Technical Information (OSTI), September 2021. http://dx.doi.org/10.2172/1822357.

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McGraw, Kirk D., and Linda K. Lawrie. Energy-Efficient Buildings Through Design Automation. Fort Belvoir, VA: Defense Technical Information Center, August 2001. http://dx.doi.org/10.21236/ada396522.

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Bushby, Steven T., H. Michael Newman, and Martin A. Applebaum. GSA guide to specifying interoperable building automation and control systems using ANSIASHRAE Standard 135-1995, BACnet. Gaithersburg, MD: National Institute of Standards and Technology, 1999. http://dx.doi.org/10.6028/nist.ir.6392.

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Lundgren, Anna, Alex Cuadrado, Mari Wøien Meijer, Hjördís Rut Sigurjónsdottir, Eeva Turunen, Viktor Salenius, Jukka Teräs, Jens Bjørn Gefke Grelck, and Stian Lundvall Berg. Skills Policies - Building Capacities for Innovative and Resilient Nordic Regions. Nordregio, November 2020. http://dx.doi.org/10.6027/r2020:17.1403-2503.

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Long-term trends in Nordic societies (such as ageing populations), along with rapid social transformations (like those brought about by automation and digitalisation), have resulted in increased attention being paid to skills and skills enhancement – not least from policymakers looking to cope with those challenges. However, skills are complex and many actors are involved in their promotion and provision. In this study, we focus on the regional level, which is the point of scale at which the demand for, and supply of, various skills is often articulated. In order to respond to the research question concerning How regions work with skills, six case studies were conducted in 2019 and 2020. That meant one case study in each of the Nordic countries. Those selected were Pohjois-Karjala (North Karelia, Finland), Värmland (Sweden), Hovedstaden (Denmark), Hedmark and Oppland (Norway), Norðurland eystra (Northeastern Region, Iceland), and one in Greenland. This report on skills for resilient and innovative regions is part of a series of reports conducted on behalf of the Nordic Thematic Group for Innovative and Resilient Regions 2017–2020, within the Nordics Cooperation Program for Regional Development and Planning, and under the aegis of the Nordics Council of Ministers.
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Singh, Niranjan, Jone Tawaketini,, Roman Kudin, and Gerry Hamilton. Are We Building Agile Graduate Capabilities to Meet Automotive Service Industry Trends? Unitec ePress, February 2020. http://dx.doi.org/10.34074/ocds.085.

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The inexorable use of electronic technology and rising user expectations of motorised transport are quickly moving the service industry towards a rapidly changing environment. To maintain the ability to deal with new and emerging technologies, industry leaders will need to rethink how they will address their staffing strategies. In this research, we found that the New Zealand automotive service industry is markedly different from what it was twenty years ago as technology in vehicles have been increased due to environmental legislation and customer demands. The service industry is going through a technological revolution as new more environmentally friendly vehicles are introduced into the fleet. Further technological complications are added as vehicle safety is improved through automation of vehicles and soon to become common, fully autonomous vehicles. Service technician training programmes must be modified to ensure that the industry is capable of dealing with high technology vehicles when they come up for service or repair.
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