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Дисертації з теми "Automation in Cooling Systems"

Автор: Grafiati

Опубліковано: 7 червня 2025

Оновлено: 2 серпня 2025

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1

Lionello, Michele. "Modelling and control of cooling systems for data center applications." Doctoral thesis, Università degli studi di Padova, 2019. http://hdl.handle.net/11577/3424786.

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Nowadays, the Data Center industry is playing a leading role in the world economic development and it is growing rapidly and constantly. Beside this, it has become more concerned with energy consumption and the associated environmental effects. Since about half of the total energy consumption in a typical Data Center is devoted to cooling the IT equipment, energy efficiency must be the primary focus in the design and management of the cooling infrastructure. In this Thesis, we consider the problem of optimizing the operation of cooling systems in Data Centers. The main objective is that of ma

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2

Gorban, Je S., and L. V. Simonchuk. "Automation systems." Thesis, КНУТД, 2016. https://er.knutd.edu.ua/handle/123456789/5015.

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3

Pieters, Willem Diederick. "Monitoring, protection, and voltage control of parallel power transformers based on IEC 61850-9-2 process bus." Thesis, Cape Peninsula University of Technology, 2019. http://hdl.handle.net/20.500.11838/3067.

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Thesis (MEng (Electrical Engineering)--Cape Peninsula University of Technology, 2019<br>The purpose of an electrical power system is to supply electrical energy to the customers. Power transformers are required to transform the system voltage from generation to transmission and distribution levels. Protection and control systems must ensure that power system high voltage equipment such as transformers operate and deliver save, reliable and secure electricity supply. The aim of the project research work is to develop and implement a strategy, methods and algorithms for monitoring, protection

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4

Syed, Athar. "Optimal solar cooling systems." Thesis, London South Bank University, 2004. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.434431.

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5

Trelinski, Michael. "Heijunka Automation." Digital Commons at Loyola Marymount University and Loyola Law School, 2016. https://digitalcommons.lmu.edu/etd/434.

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6

Cerrillo, Moreno Javier. "Laser cooling of quantum systems." Thesis, Imperial College London, 2013. http://hdl.handle.net/10044/1/12788.

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In this thesis novel methods for the laser cooling of quantum systems are presented. The use of quantum interference allows for the tailored cancelation of heating processes, so that an approximation to a cooling operator is possible that does not rely on the rotating wave approximation. This makes these schemes considerably faster and more efficient than existing ground state cooling methods, and allow for a significant relaxation of current experimental constraints. Several approaches are investigated in different systems. On the one hand, a special laser configuration, applicable to trapped

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7

Tapanlis, Orpheas. "Turbine casing impingement cooling systems." Thesis, University of Oxford, 2011. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.711623.

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8

Granlund, Anna. "Competitive Internal Logistics Systems through Automation." Licentiate thesis, Mälardalens högskola, Akademin för innovation, design och teknik, 2011. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-12246.

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The growing demand for products and services puts great pressure on logistics performance and enhances the role that logistics plays in determining a company’s competitiveness. This research focuses on internal logistics systems, which includes all logistics activities and processes within the physical limits of an isolated company. Internal logistics is vital for the overall function of many companies. However, despite its importance, this part of logistics has traditionally not been viewed or developed in a strategic way. Since internal logistics activities are often characterized by a high

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9

FILHO, ANCHIZES DO EGITO LOPES GOLCAVES. "OBJECT RECOGNITION SYSTEMS FOR INDUSTRIAL AUTOMATION." PONTIFÍCIA UNIVERSIDADE CATÓLICA DO RIO DE JANEIRO, 1996. http://www.maxwell.vrac.puc-rio.br/Busca_etds.php?strSecao=resultado&nrSeq=19756@1.

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COORDENAÇÃO DE APERFEIÇOAMENTO DO PESSOAL DE ENSINO SUPERIOR<br>A área de reconhecimento de imagens é essencial em Sistemas de Automáticos Industriais para a manipulação de peças sem a interferência humana. São apresentadas, neste trabalho, diversas características para reconhecimento de perfis bidimensionais, e selecionadas aquelas que são variantes com a posição. Esta seleção evita o alto custo computacional devido à variação do posicionamento das peças numa esteira rolante. As características selecionadas das imagens digitais de objetos são os monumentos invariantes. A partir destes momento

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10

Gilson, Gareth M. "Cooling of advanced aircraft actuation systems." Thesis, University of Nottingham, 2012. http://eprints.nottingham.ac.uk/12568/.

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Анотація:

Electrical machines for aerospace applications often operate close to the allowable thermal limits due to high power density requirements. The power density of electrical machines is generally dependent on the machine and thermal management design. At flight level, a reduced pressure exists which in turn results in more challenging thermal management. Aerospace electric machine manufacturers are often limited with respect to the implemented cooling mechanisms. That is, natural convection systems are the norm, as fan cooled and fluid cooled machines may suffer from reliability issues. The origi

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11

Pramsten, Erik, and Daniel Roberthson. "Wireless sensor networks in building automation systems." Thesis, KTH, Skolan för informations- och kommunikationsteknik (ICT), 2014. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-177368.

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Анотація:

Tiny devices communicating wirelessly, also called wireless sensor networks, have developed rapidly the last few years. As the devices have been more energy efficient and more reliable new application areas have become interesting, one of them is building automation systems. Retrotting and additional temperature measurements are two interesting application areas to make the building automation systems more cost and energy efficient. The aim for the work preformed has been to investigate the possibility of integrating wireless networks with existing building automation systems using open and wi

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12

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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Анотація:

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 preprogra

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13

Granlund, Anna. "Facilitating Automation Development in Internal Logistics Systems." Doctoral thesis, Mälardalens högskola, Akademin för innovation, design och teknik, 2014. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-23685.

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Анотація:

The internal logistics system includes all activities connected with managing the flow of materials within the physical limits of a facility. This system is an important part of operations in need of increased focus and continuous improvements. Automation is one possible tool with a previously confirmed great potential to improve internal logistics. Despite this great potential and a growing trend of using automation in the area, internal logistics activities are still not automated to the same extent as other parts of operations. The overall aim of this research is therefore to develop knowle

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14

Ajayi, Olatunbosun Oluwatoyin. "On treadmill automation and physiological control systems." Thesis, University of Glasgow, 2005. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.425126.

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15

Morganti, Gianluca. "User-friendly strategies in home automation systems." Doctoral thesis, Università Politecnica delle Marche, 2009. http://hdl.handle.net/11566/242336.

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16

Musa, Mu'azu. "Novel evaporative cooling systems for building applications." Thesis, University of Nottingham, 2009. http://eprints.nottingham.ac.uk/10674/.

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Анотація:

The technology and applications of evaporative cooling to provide human comfort in buildings is not new and has been used in different places based on different methods and materials. Conventional air conditioning systems overshadowed the application of evaporative cooling for buildings despite their ozone layer depletion. Evaporative cooling using porous ceramic evaporators were experimentally investigated. Encouraging results in terms of temperature reduction and cooling effectiveness were reported. In this work also thermoelectric unit was integrated in to the evaporative cooling system con

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17

Chen, Xiangjie. "Investigations of heat powered ejector cooling systems." Thesis, University of Nottingham, 2013. http://eprints.nottingham.ac.uk/29721/.

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Анотація:

In this thesis, heat powered ejector cooling systems was investigated in two ways: to store the cold energy with energy storage system and to utilize low grade energy to provide both electricity and cooling effect. A basic ejector prototype was constructed and tested in the laboratory. Water was selected as the working fluid due to its suitable physical properties, environmental friendly and economically available features. The computer simulations based on a 1-0 ejector model was carried out to investigate the effects of various working conditions on the ejector performance. The coefficients

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18

Twort, Charles Tyler. "An exergy analysis of mine cooling systems." Thesis, University of Nottingham, 2000. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.323333.

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19

Mohamed, Y. "Interactive analysis of power station cooling systems." Thesis, University of Manchester, 1986. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.380600.

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20

Baudoin, Antoine. "Cooling Strategies for Wave Power Conversion Systems." Doctoral thesis, Uppsala universitet, Elektricitetslära, 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-306706.

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Анотація:

The Division for Electricity of Uppsala University is developing a wave power concept. The energy of the ocean waves is harvested with wave energy converters, consisting of one buoy and one linear generator. The units are connected in a submerged substation. The mechanical design is kept as simple as possible to ensure reliability. The submerged substation includes power electronics and different types of electrical power components. Due to the high cost of maintenance operations at sea, the reliability of electrical systems for offshore renewable energy is a major issue in the pursuit of maki

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21

Abou-Khamis, Kamal A. "Analysis and Design of Desiccant Cooling Systems." Youngstown State University / OhioLINK, 2000. http://rave.ohiolink.edu/etdc/view?acc_num=ysu999701887.

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22

Dipasquale, Chiara. "Expert Control Strategies for Solar Cooling systems." Doctoral thesis, Università di Catania, 2013. http://hdl.handle.net/10761/1339.

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Анотація:

Between 1990 and 2009, household final energy consumption in EU-27 increased by 8%, caused by rising standards of living, an increase in comfort levels and broader ownership of domestic appliances. In 2009, the total electrical consumption due to residential sector amounted at 36%. Space heating and cooling is the most significant component of household energy demand. The European Directive to promote renewable heating and cooling requires that 25% of EU heating and cooling to be supplied by renewables in 2020. In the building sector, a high energy saving potentials can be realized by energy

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23

Dello, Sbarba Hugo. "Heat Recovery Systems in Underground Mine Ventilation Systems and Novel Mine Cooling Systems." Thesis, Université Laval, 2012. http://www.theses.ulaval.ca/2012/28862/28862.pdf.

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L’exploitation minière souterraine dans les régions froides du monde nécessite le chauffage de l’air frais de ventilation et des bâtiments de surface. L’air vicié est habituellement rejeté dans l'atmosphère à des températures beaucoup plus élevées que l'air ambiant. Un logiciel informatique a été développé afin d'évaluer la faisabilité de récupérer la chaleur de l'air vicié des mines. Le logiciel estime la quantité de chaleur d’air vicié récupérable dans une mine souterraine. Il déterminera ensuite les économies annuelles potentiels d'énergie et un coût capital du système pour obtenir le retou

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24

SARASKETA, ZABALA ELIXABET. "Technological and economic evaluation of district cooling with absorption cooling systems in Gävle (Sweden)." Thesis, University of Gävle, Ämnesavdelningen för energi- och maskinteknik, 2009. http://urn.kb.se/resolve?urn=urn:nbn:se:hig:diva-4762.

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25

Hollender, Ken James. "A study of input/output systems for unit-load high-rise automated storage and retrieval systems." Thesis, Georgia Institute of Technology, 1985. http://hdl.handle.net/1853/24868.

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26

Gylling, Marcus. "Remote wireless control of building management systems automation." Thesis, Blekinge Tekniska Högskola, Avdelningen för programvarusystem, 2004. http://urn.kb.se/resolve?urn=urn:nbn:se:bth-5342.

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Анотація:

The controlling unit in building management system automation is a PLC. Every device in an installation is connected to the PLC. When a user wants to interact with a system an operator terminal, which is attached to a cabinet where the PLC is installed, is used. With this solution the user needs to be in front of the cabinet to interact with the system. Alarms do not get the user’s attention until the user checks the operator terminal. Using a solution where the communication with the PLC is done with a wireless interface would mean that the user interact with a system from a wider area. The s

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27

Ezolino, Juan Stefano. "Design for automation in manufacturing systems and processes." Thesis, Massachusetts Institute of Technology, 2016. http://hdl.handle.net/1721.1/104311.

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Thesis: M.B.A., Massachusetts Institute of Technology, Sloan School of Management, 2016. In conjunction with the Leaders for Global Operations Program at MIT.<br>Thesis: S.M. in Engineering Systems, Massachusetts Institute of Technology, Department of Mechanical Engineering, 2016. In conjunction with the Leaders for Global Operations Program at MIT.<br>Cataloged from PDF version of thesis.<br>Includes bibliographical references (pages 88-89).<br>The Widget' industry has changed significantly over the last 20 years. Although Company A benefited from their historically strong market position for

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28

Peper, Nathaniel Arthur. "Systems thinking applied to automation and workplace safety." Thesis, Massachusetts Institute of Technology, 2017. http://hdl.handle.net/1721.1/111586.

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Thesis: M.B.A., Massachusetts Institute of Technology, Sloan School of Management, in conjunction with the Leaders for Global Operations Program at MIT, 2017.<br>Thesis: S.M., Massachusetts Institute of Technology, Department of Aeronautics and Astronautics, in conjunction with the Leaders for Global Operations Program at MIT, 2017.<br>Cataloged from PDF version of thesis.<br>Includes bibliographical references (pages 107-109).<br>This thesis presents the results of a study to compare Systems-Theoretic Process Analysis (STPA), a hazard analysis methodology based on a new model of accident caus

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29

Hume, David L. (David Luke). "Managing expectations during acquisition of bespoke automation systems." Thesis, Massachusetts Institute of Technology, 2016. http://hdl.handle.net/1721.1/104287.

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Thesis: S.M., Massachusetts Institute of Technology, Department of Mechanical Engineering, 2016. In conjunction with the Leaders for Global Operations Program at MIT.<br>Thesis: M.B.A., Massachusetts Institute of Technology, Sloan School of Management, 2016. In conjunction with the Leaders for Global Operations Program at MIT.<br>Cataloged from PDF version of thesis.<br>Includes bibliographical references (pages 69-73).<br>A new facility seeks to manufacture inlets for the turbine of the new NDA aircraft. The inlet is a new design and has never been built before. To complicate matters the manu

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30

Möllers, Frederik [Verfasser]. "On privacy in home automation systems / Frederik Möllers." Saarbrücken : Saarländische Universitäts- und Landesbibliothek, 2021. http://d-nb.info/1241117365/34.

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31

Anozie, Chidi H. "Event-Triggered Design of Networked Embedded Automation Systems." University of Akron / OhioLINK, 2010. http://rave.ohiolink.edu/etdc/view?acc_num=akron1291754351.

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32

Pedale, Anna. "Study and design energy-efficient home automation systems." Doctoral thesis, Università Politecnica delle Marche, 2015. http://hdl.handle.net/11566/243047.

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Анотація:

Home Automation Systems (HAS) consist of a number of appliances (e.g. washing machine, dishwasher, oven, refrigerator, boiler) and subsystem (e.g. for heating, for air conditioning, for entertaining), which are connected by a communication network. The various elements of the system share common resources (mainly electricity, but also water and gas) to accomplish their specific tasks, according to the user’s requirements. Since resources are limited, in the sense that their consumption cannot exceed fixed thresholds (related to costs, contract’s rules or provider’s directives), competition bet

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33

Vilarrubí, Montse. "Energy efficient active cooling in advanced microelectronic systems." Doctoral thesis, Universitat de Lleida, 2019. http://hdl.handle.net/10803/668020.

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Les solucions actuals de refrigeració en circuits integrats en 3D (3D-IC) no proporcionen sistemes capaços d'adaptar el seu comportament a condicions variables en el temps i l'espai, fet que comporta un sobre refredament quan la demanda de fred és baixa. Això implica caigudes de pressió addicionals al canal del fluid i per tant, potències de bombeig sobredimensionades per condicions variables. A més, en els treballs existents, la uniformitat de temperatura sobre la superfície del xip només està optimitzada per una distribució de càrrega de calor determinada i no pot adaptar-se a escenaris de c

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34

Björk, Erik. "Energy Efficiency Improvements in Household Refrigeration Cooling Systems." Doctoral thesis, KTH, Tillämpad termodynamik och kylteknik, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-93061.

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This thesis is based on eight articles all related to the characteristics of the cooling system and plate evaporator of a household refrigerator. Through these articles, knowledge is provided that can be used to increase the operational efficiency in household refrigeration. Papers A, B and C focus on heat transfer and pressure drop in a commonly used free convection evaporator – the plate evaporator. Applicable correlations are suggested on how to estimate the air side heat transfer, the refrigerant side pressure drop and the refrigerant side heat transfer. Papers D, E and F hold a unique exp

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35

Gillespie, David R. H. "Intricate internal cooling systems for gas turbine blading." Thesis, University of Oxford, 1998. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.365831.

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36

Al-Ajmi, Rashed. "Evaluation of vortex cooling systems for turbine blades." Thesis, Cardiff University, 2000. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.364475.

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37

Saulich, Sven. "Generic design and investigation of solar cooling systems." Thesis, Loughborough University, 2013. https://dspace.lboro.ac.uk/2134/13627.

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This thesis presents work on a holistic approach for improving the overall design of solar cooling systems driven by solar thermal collectors. Newly developed methods for thermodynamic optimization of hydraulics and control were used to redesign an existing pilot plant. Measurements taken from the newly developed system show an 81% increase of the Solar Cooling Efficiency (SCEth) factor compared to the original pilot system. In addition to the improvements in system design, new efficiency factors for benchmarking solar cooling systems are presented. The Solar Supply Efficiency (SSEth) factor p

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38

Minko, A., and V. V. Shevchenko. "Turbogenerators of new generation with various cooling systems." Thesis, Національний університет біоресурсів і природокористування України, 2018. http://repository.kpi.kharkov.ua/handle/KhPI-Press/38955.

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39

Wetterdal, David. "Optimizing night cooling for two systems in Stockholm." Thesis, KTH, Uthålliga byggnadssystem, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-277726.

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Анотація:

Buildings in the commercial sector in Sweden accounts for around 12 % of the final energy consumption of the whole country. Utilizing energy efficient methods for heating, cooling and ventilation without compromising the indoor environment is therefore important. The incentives for energy conserving techniques are not only related to cost but also to lower the environmental impact. The cooling demand is highest during summer and to meet the demand indirect or direct cooling methods could be utilized. Night cooling is an indirect method and operating a night cooling system could be an option to

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40

Hublitz, Astrid. "Efficient energy storage in liquid desiccant cooling systems." kostenfrei, 2008. http://mediatum2.ub.tum.de/node?id=637243.

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41

NURZIA, Giovanni. "Design and simulation of solar absorption cooling systems." Doctoral thesis, Università degli studi di Bergamo, 2008. http://hdl.handle.net/10446/51.

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The aim of this work is to improve the modeling of single stage absorption chillers and to asses a design procedure for solar cooling systems based on computer simulations. The absorption technology is reviewed in its fundamentals, with an effort on the phenomena that might be considered or not in a physical model. A basic version of the absorption chiller model, which assumes that the heat transfer characteristics of the standard components do not depend on working conditions, is applied to simulate generic commercial chillers. The procedure outlined requires the knowledge of the nominal work

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42

Leshchenko, Y. V. "Automation in the modern world." Thesis, Дніпровський національний університетт залізничного транспорту ім. В. Лазаряна, 2019. https://er.knutd.edu.ua/handle/123456789/14567.

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The main features and problems of the production process automation have been investigated in the given article.<br>У статті розгянуто особливості впровадження автоматизованих технологій у процес виробництва.

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43

Chen, Jing Ping. "Thermo-mechanical behaviour of heavy-duty disc brake systems." Thesis, Cranfield University, 2001. http://dspace.lib.cranfield.ac.uk/handle/1826/10701.

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In heavy-duty disc brake systems, braking is a transient, non-linear and asymmetrical thermo-mechanical process. Surface cracking, rather than wear, is the major factor limiting the brake disc's life. The disc material (cast-iron), heat transfer boundary conditions and pad-disc frictional reactions are characteristically non-linear and asymmetrical during the friction process. Non-uniform deformation and surface cracks in brake discs result from the accumulation of excessive residual stress/strain. During braking processes, many factors affect the distributions of the residual stress and strai

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44

Lo, Chi Lik Eric. "Test automation for database management systems and database applications /." Zürich : ETH, 2007. http://e-collection.ethbib.ethz.ch/show?type=diss&nr=17271.

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45

Lööf, Kajsa. "Strategy for automation and layout change in production systems." Thesis, KTH, Industriell produktion, 2010. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-61076.

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The main objective of this thesis is to identify changes in Level of Automation (LoA) and layout which are correlated. The thesis is aiming to contribute in the progressing research in automation with a practical aspect which is important to manufacturers. A case study was conducted at Parker Hannifin since research material from 2007 was available of this production system. Data from two different points in time is a necessity to observe any correlation in LoAand layout changes. The thesis is also meant to document the production system at Parker Hannifin. The research questions which will be

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46

Feng, Wenyuan. "Evolutionary design automation for control systems with practical constraints." Thesis, University of Glasgow, 2000. http://theses.gla.ac.uk/4507/.

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The aim of this work is to explore the potential and to enhance the capability of evolutionary computation in the development of novel and advanced methodologies that enable control system structural optimisation and design automation for practical applications. Current design and optimisation methods adopted in control systems engineering are in essence based upon conventional numerical techniques that require derivative information of performance indices. These techniques lack robustness in solving practical engineering problems, which are often of a multi-dimensional, multi-modal nature. Us

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Bedford, Stephen James. "Flexible magazine operation and cellular techniques in automation systems." Thesis, Durham University, 1986. http://etheses.dur.ac.uk/6797/.

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There is a strong current trend in automation towards These often systems that can handle small to medium batch sizes are also often associated with In prototyping situations. Batch numbers High complexity the application described Is for British Airways Heathrow Airport where the number of variations pattern of their meal trays Is large. The batch size the assembly variations Is also extremely variable. Catering at in assembly of each of This thesis describes the justification and design of anautomatic system to assemble these trays whilst retaining the flexibility Inherent In the current man

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Ryan, Jason C. (Jason Christopher). "Assessing the performance of human-automation collaborative planning systems." Thesis, Massachusetts Institute of Technology, 2011. http://hdl.handle.net/1721.1/67191.

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Thesis (S.M.)--Massachusetts Institute of Technology, Dept. of Aeronautics and Astronautics, 2011.<br>Cataloged from PDF version of thesis.<br>Includes bibliographical references (p. 215-221).<br>Planning and Resource Allocation (P/RA) Human Supervisory Control (HSC) systems utilize the capabilities of both human operators and automated planning algorithms to schedule tasks for complex systems. In these systems, the human operator and the algorithm work collaboratively to generate new scheduling plans, each providing a unique set of strengths and weaknesses. A systems engineering approach to t

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Seegmiller, Ray D., Greg C. Willden, Maria S. Araujo, Todd A. Newton, Ben A. Abbott, and William A. Malatesta. "Automation of Generalized Measurement Extraction from Telemetric Network Systems." International Foundation for Telemetering, 2012. http://hdl.handle.net/10150/581647.

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ITC/USA 2012 Conference Proceedings / The Forty-Eighth Annual International Telemetering Conference and Technical Exhibition / October 22-25, 2012 / Town and Country Resort & Convention Center, San Diego, California<br>In telemetric network systems, data extraction is often an after-thought. The data description frequently changes throughout the program so that last minute modifications of the data extraction approach are often required. This paper presents an alternative approach in which automation of measurement extraction is supported. The central key is a formal declarative language that

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McLeod, Charles S. "Development of a toolkit for component-based automation systems." Thesis, Loughborough University, 2013. https://dspace.lboro.ac.uk/2134/12657.

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From the earliest days of mass production in the automotive industry there has been a progressive move towards the use of flexible manufacturing systems that cater for product variants that meet market demands. In recent years this market has become more demanding with pressures from legislation, globalisation and increased customer expectations. This has lead to the current trends of mass customisation in production. In order to support this manufacturing systems are not only becoming more flexible† to cope with the increased product variants, but also more agile‡ such that they may respond m

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