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Rozprawy doktorskie na temat „Manufacturing output”

Autor: Grafiati

Data publikacji: 3 czerwca 2025

Data aktualizacji: 31 lipca 2025

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1

Wilson, Jonathan. "An output-based view of business performance." Thesis, University of Surrey, 2000. http://epubs.surrey.ac.uk/771/.

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Ogbonna, Donatus. "Impact of bank funding on the growth of Nigeria's manufacturing sector." Thesis, Edinburgh Napier University, 2018. http://researchrepository.napier.ac.uk/Output/1516539.

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Several studies and theories have linked economic growth to finance and further posit that a well funded and supported manufacturing sector could transform the economic fortunes of nations. However, the Manufacturers Association of Nigeria has complained of paucity and unfavourable terms of funding from the Nigerian banks. This study is motivated by the concerns of the industry stakeholders on the need to evaluate the contributions of bank funding on economic growth of Nigeria. Therefore the main aim of the study is to investigate the impact of bank funding on the growth of Nigeria's manufactu

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Waugh, William. "Development of a new manufacturing method of electrodes for solid oxide fuel cells." Thesis, Edinburgh Napier University, 2010. http://researchrepository.napier.ac.uk/Output/3750.

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It is well established that anodes for solid oxide fuel cells (SOFCs) can be manufactured by processes involving final sintering. This research investigated a novel alternative method which relies on the electroless co-deposition of yttria-stabilised zirconia (YSZ) or ceria-stabilised zirconia (CeSZ) and nickel onto a YSZ substrate. This process allows complex or simple shaped substrates to be coated, thereby replacing the high temperature sintering and reduction stages with a single plating operation, which is substantially more cost effective and greatly simplifies the manufacture of any cel

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Humphreys, C. J. "Refrigeration systems design using analogue input/output computer interface." Thesis, London South Bank University, 1998. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.265280.

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Poeth, Dean Frederick. "Measurement of manufacturing productivity at the plant level /." The Ohio State University, 1985. http://rave.ohiolink.edu/etdc/view?acc_num=osu1487263399026547.

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Wang, Dong. "Processing and characterisation of tubular Solid Oxide Fuel Cell (SOFC) cathodes using a novel manufacturing technique." Thesis, Edinburgh Napier University, 2015. http://researchrepository.napier.ac.uk/Output/9168.

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This thesis investigates a novel method for manufacturing a tubular solid oxide fuel cell cathode. The work involved depositing a lanthanum nickel ferrite / lanthanum strontium manganite cathode onto an yttria stabilized zirconia electrolyte using an electroless co-deposition technique. The lanthanum nickel ferrite is a promising cathode material but suffers from degradation at the high temperatures encountered during the sintering process which is required during conventional cathode processing. The novel technique employed in this work does not involve these high temperatures so the investig

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Rzepniewski, Adam K. (Adam Kamil) 1976. "Cycle-to-cycle control of multiple input-multiple output manufacturing processes." Thesis, Massachusetts Institute of Technology, 2005. http://hdl.handle.net/1721.1/32392.

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Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Mechanical Engineering, 2005.<br>"June 2005."<br>Includes bibliographical references (leaves 199-200).<br>In-process closed-loop control of many manufacturing processes is impractical owing to the impossibility or the prohibitively high cost of placing sensors and actuators necessary for in-process control. Such processes are usually left to statistical process control methods, which only identify problems without specifying solutions. In this thesis, we look at a particular kind of manufacturing process control, cycle-to-cycle c

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Currie, Robert J. "Manufacturing productivity at the firm level in the US defense industry." Thesis, This resource online, 1996. http://scholar.lib.vt.edu/theses/available/etd-05022009-040626/.

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Lundin, Johan. "EROI of crystalline silicon photovoltaics : Variations under different assumptions regarding manufacturing energy inputs and energy output." Thesis, Uppsala universitet, Institutionen för fysik och astronomi, 2013. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-199639.

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Installed photovoltaic nameplate power have been growing rapidly around the worldin the last few years. But how much energy is returned to society (i.e. net energy) by this technology, and which factors contribute the most to the amount of energy returned? The objective of this thesis was to examine the importance of certain inputs and outputs along the solar panel production chain and their effect on the energy return on (energy) investment (EROI) for crystalline wafer-based photovoltaics. A process-chain model was built using publicly available life-cycle inventory (LCI) datasets. This model

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10

Onyejiuwa, Daniel Chibueze [Verfasser]. "Exchange Rate Fluctuations, Interest Rate Instability and Manufacturing Sector Output in Nigeria (1986 – 2017) / Daniel Chibueze Onyejiuwa." München : GRIN Verlag, 2020. http://d-nb.info/1218365773/34.

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Hansen, Steven Richard. "Vaporizing Foil Actuator Process Parameters: Input Characteristics, Energy Deposition, and Pressure Output." The Ohio State University, 2018. http://rave.ohiolink.edu/etdc/view?acc_num=osu1514997723443633.

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Du, Preez Jacques. "A study of reconfigurable manufacturing systems with computer simulation." Thesis, Stellenbosch : Stellenbosch University, 2011. http://hdl.handle.net/10019.1/17906.

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Thesis (MScEng)--Stellenbosch University, 2011.<br>ENGLISH ABSTRACT: Reconfigurable Manufacturing Systems (RMSs) have the ability to reconfigure hardware and control resources at all of the functional and organizational levels. This allows for quick adjustment of production capacity and functionality in response to sudden changes in market or in regulatory requirements. This study evaluates the characteristics and operation of automated reconfigurable assembly lines using discrete event simulation. The assembly line uses a conveyor system which transports pallets to various machines to

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13

Rudianto, Rudi. "ANALYSIS & DESIGN OF IMPROVED MULTIPHASE INTERLEAVING DC-DC CONVERTER WITH INPUT-OUTPUT BYPASS CAPACITOR." DigitalCommons@CalPoly, 2009. https://digitalcommons.calpoly.edu/theses/102.

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As the transistor count per chip in computer microprocessors surpasses one billion, the semiconductor industry has become more and more concerned with meeting processor’s power requirements. This poses a design challenge for the power supply module, especially when the processor operates at low voltage range. For example, the electrical requirement for the newest Intel microprocessors has exceeded 100A with an input voltage of approximately 1V. To overcome this problem, multiphase DC-to-DC converters encased in a voltage regulator module (VRM) have become the standard means of supplying power

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14

Baqadir, Abdullah Abdulqadir. "A skills gap between industrial education output and manufacturing industry labour needs in the private sector in Saudi Arabia." Thesis, University of Glasgow, 2013. http://theses.gla.ac.uk/4053/.

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From the oil boom in the 1970s up to present, Saudi Arabia, a leading oil producing country in the Middle East, has been encountering a serious shortage of skilled and qualified Saudi labour force, especially the private sector. Both the Saudisation policy and the current Ninth Five-Year Development Plan have addressed an urgent need to provide Saudi nationals with as many employment opportunities as possible to replace expatriate workers. To achieve this goal, the Saudi government has made great efforts to enhance the quality of education, as the key to a nation's future economic prosperity d

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15

Tongo, Yanga. "Financial sector development and sectoral output growth evidence from South Africa." Thesis, Rhodes University, 2012. http://hdl.handle.net/10962/d1002739.

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The goal of the study is to examine the relationship between financial sector development and output growth in the agricultural, mining and manufacturing sectors in South Africa. The analysis is based on the hypothesis that financial development is essential for promoting production growth in an economy. To test the hypothesis, in the South African context, the vector autoregressive model (VAR) framework and Granger causality test are applied to a quarterly data set starting from 1970 quarter one to 2009 quarter four. The results suggest that financial intermediary development (bank based meas

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Coronado, Carlos J. "The Economic Contributions of Ohio's Forest Products Industry: Changes Over Time, and the Value of Timber as a Resource." The Ohio State University, 2015. http://rave.ohiolink.edu/etdc/view?acc_num=osu1428598004.

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Helsel, Jolien A. "Essays on the spatial analysis of manufacturing employment in the U.S." [Kent, Ohio] : Kent State University, 2008. http://rave.ohiolink.edu/etdc/view?acc%5Fnum=kent1216145972.

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Thesis (Ph.D.)--Kent State University, 2008.<br>Title from PDF t.p. (viewed Oct. 22, 2009). Advisor: Marvin Troutt. Keywords: manufacturing; spatial analysis; cluster; input-output; forward linkage; backward linkage; key sector; geostatistics; kriging; Kaldor's laws; spatial autocorrelation. Includes bibliographical references.

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18

Ghasemi, Sima. "An Analysis of the Effects of Exchange Fluctuations on Employment, Output and Productivity in Canada." Thesis, Université d'Ottawa / University of Ottawa, 2013. http://hdl.handle.net/10393/23643.

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Since the adoption of the North American Free Trade Agreement (NAFTA), the Canadian dollar has come to be regarded as a petro-currency. Consequently, rising prices of oil and gas (as well as other natural resources) would increase capital inflows that would lead to a higher exchange rate and contribute to the decimation of the export-oriented Canadian manufacturing sector by making Canadian products less competitive internationally. Some have argued that the Canadian economy has started to show symptoms related to the Dutch Disease. One important symptom is the slow rate of productivity growth

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19

Morceiro, Paulo César [UNESP]. "Desindustrialização na economia brasileira no período 2000-2011: abordagens e indicadores." Universidade Estadual Paulista (UNESP), 2012. http://hdl.handle.net/11449/90043.

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Made available in DSpace on 2014-06-11T19:24:17Z (GMT). No. of bitstreams: 0 Previous issue date: 2012-03-22Bitstream added on 2014-06-13T19:51:47Z : No. of bitstreams: 1 morceiro_pc_me_arafcl.pdf: 1373503 bytes, checksum: 602d378e5b71ab9e8a041d9e6f365be4 (MD5)<br>A indústria de transformação possui elevado potencial para alavancar o desenvolvimento econômico e social de uma nação, especialmente, de países em estágios intermediários de desenvolvimento como o Brasil. Desde meados dos anos 2000, está em curso, no Brasil, um processo não desprezível de desindustrialização precoce, que se tornou

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20

Ondříček, Adam. "Efektivní provázání projekčního software Eplan s výrobou." Master's thesis, Vysoké učení technické v Brně. Fakulta elektrotechniky a komunikačních technologií, 2014. http://www.nusl.cz/ntk/nusl-220988.

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The presented work deals with the linking of software product EPLAN Electric P8 with production. The work briefly introduces the problems of computer-aided in manufacturing and control of software EPLAN. The work analyzed the equipment in production and created a solution for linking with output data of the program.

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Chaw, Chi-chuen. "Just-in-time (JIT) concept : a case study of its implementation in a computer peripheral manufacturer in Hong Kong /." [Hong Kong : University of Hong Kong], 1991. http://sunzi.lib.hku.hk/hkuto/record.jsp?B13055197.

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Morceiro, Paulo César. "Desindustrialização na economia brasileira no período 2000-2011 : abordagens e indicadores /." Araraquara : [s.n.], 2012. http://hdl.handle.net/11449/90043.

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Orientador: Rogério Gomes<br>Orientador: Cláudia Heller<br>Banca: Fernando Sarti<br>Banca: Marcelo Silva Pinho<br>Resumo: A indústria de transformação possui elevado potencial para alavancar o desenvolvimento econômico e social de uma nação, especialmente, de países em estágios intermediários de desenvolvimento como o Brasil. Desde meados dos anos 2000, está em curso, no Brasil, um processo não desprezível de desindustrialização precoce, que se tornou ainda mais grave no triênio de 2009-2011. A desindustrialização brasileira ocorre pelo encolhimento do valor adicionado manufatureiro no PIB, em

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23

Chaw, Chi-chuen, and 周志聰. "Just-in-time (JIT) concept: a case study of its implementation in a computer peripheral manufacturer in HongKong." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 1991. http://hub.hku.hk/bib/B31264876.

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24

Gandhi, Shubham. "Out-of-Loop Compensation Method for Op-Amps Driving Heavy Capacitive Loads." DigitalCommons@CalPoly, 2016. https://digitalcommons.calpoly.edu/theses/1543.

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It is well known that real op-amps do not share most of the desirable characteristics of an ideal one, particularly those of gain and output impedance. When presented with a capacitive load, such as a MOSFET or ADC, feedback in an op-amp circuit can quickly become unstable. This thesis studies and characterizes an op-amp’s output impedance and how its interaction with this type of load creates a parasitic pole which leads to instability. Applying ideas from feedback control theory, a model for studying the problem is developed from which a generalized method for compensating the undesirable ci

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25

Lecourt, Stephen. "Secteurs manufacturiers dans le système communautaire d’échange de quotas d’émissions." Thesis, Paris 9, 2014. http://www.theses.fr/2014PA090021/document.

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La thèse se concentre sur le secteur non-électrique agrégé couvert par le SCEQE. La contribution du secteur non-électrique aux variations des émissions de CO2 pendant les deux premières phases du marché (2005-2012), tant du point de vue de la demande finale que de celui de l’offre, est comparée à celle du secteur électrique. Les implications du mode d’allocation gratuite de quotas au secteur non-électrique durant la troisième phase du marché (2013-2020) sont examinées, ce qui constitue l’une des premières évaluations approfondies des benchmarks institués en Phase 3. Il est montré que, tant du

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26

Cabral, Rodolfo Arruda. "Dois ensaios sobre cadeias de valor." reponame:Repositório Institucional do FGV, 2018. http://hdl.handle.net/10438/24158.

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Submitted by Rodolfo Arruda Cabral (rodolfo27@gmail.com) on 2018-06-20T12:46:08Z No. of bitstreams: 1 tese.versão.biblioteca.pdf: 1592272 bytes, checksum: c14776b356beff6a149dd5e45cb174c9 (MD5)<br>Approved for entry into archive by Katia Menezes de Souza (katia.menezes@fgv.br) on 2018-06-20T13:32:22Z (GMT) No. of bitstreams: 1 tese.versão.biblioteca.pdf: 1592272 bytes, checksum: c14776b356beff6a149dd5e45cb174c9 (MD5)<br>Rejected by Katia Menezes de Souza (katia.menezes@fgv.br), reason: Prezado Rodolfo bom dia, Para que possamos aprovar seu trabalho na biblioteca digital será necessário r

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Corrêa, Henrique Luiz. "The links between uncertainty, variability of outputs and flexibility in manufacturing systems." Thesis, University of Warwick, 1992. http://wrap.warwick.ac.uk/35832/.

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This research looks into the relationships between uncertainty, variability and flexibility in manufacturing systems from an operations strategy viewpoint. After reviewing the literature concerning the three categories, 6 research propositions are defined in order to guide the research. A research method (case-studies with semistructured interviews) is then selected and field research which encompassed 8 companies, including the ones of the pilot study is described. The field work resulted in 4 in-depth case studies, performed with Brazilian and British companies (2 in each country), all of th

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28

Benda, Peter Josef. "Extending the preventive engineering paradigm to the analysis and design of discrete product manufacturing systems, the role of functional integration in the production of social and psychological outputs." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 1997. http://www.collectionscanada.ca/obj/s4/f2/dsk2/ftp03/MQ29423.pdf.

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Jašíček, Radek. "Projekt výrobní linky." Master's thesis, Vysoké učení technické v Brně. Fakulta strojního inženýrství, 2016. http://www.nusl.cz/ntk/nusl-254310.

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This thesis describes the methods and procedures used in designing production lines, focusing on the production line for machining of train wheels. The thesis also describes the basic types of railway wheels, their design and important design elements. It also deals with the complete manufacturing process of train wheel from material selection through the technological processes of forming, heat treatment, mechanical tests, machining and non-destructive testing and measuring. Suitable equipment for the construction of automatic lines for machining, inspection and measurement of train wheels is

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Rzepniewski, Adam K., and David E. Hardt. "Multiple Input-Multiple Output Cycle-to-Cycle Control of Manufacturing Processes." 2003. http://hdl.handle.net/1721.1/3748.

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Cycle-to-cycle control is a method for using feedback to improve product quality for processes that are inaccessible within a single processing cycle. This limitation stems from the impossibility or the prohibitively high cost of placing sensors and actuators that could facilitate control during, or within, the process cycle. Our previous work introduced cycle to cycle control for single input-single output systems, and here it is extended to multiple input-multiple output systems. Gain selection, stability, and process noise amplification results are developed and compared with those obtained

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Yu, Sheng Hsien, and 游聖賢. "The Study of Dynamic Input Demand and Output Supply for Manufacturing in Taiwan." Thesis, 1994. http://ndltd.ncl.edu.tw/handle/46297291288115455170.

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Hsieh, Ming-Tsung, and 謝明宗. "Output Disturbance Observer Structure Applied to Run-to-Run Control for Semiconductor Manufacturing." Thesis, 2007. http://ndltd.ncl.edu.tw/handle/33039990133115224059.

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碩士<br>國立交通大學<br>機械工程系所<br>96<br>The purpose of this thesis aims to present the design of the Run-to-Run (RtR) controller by using the Output Disturbance Observer (ODOB) structure. In recent years, RtR control has been widely used and realized in semiconductor manufacturing, such as etch, photolithography and CMP processes. Among the RtR controllers, the EWMA controller, the Double EWMA and the PCC controller are widely adopted in the semiconductor industry. The relations of the tuning parameters among the EWMA controller, the Double EWMA controller, the PCC controller and the Output Disturb

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Hua, Lai Li, and 賴麗華. "An Economic Anamysis of Loss Prevention,Insurance and Financial Benefits for Manufacturing Output Decisions." Thesis, 1998. http://ndltd.ncl.edu.tw/handle/37853969697314080712.

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博士<br>國立中山大學<br>企業管理研究所<br>86<br>During recent years the firm(s behaviors about production, risk management, insurance and financial benefits decision under uncertain capital service has been fervently studied. Most of the studies addressed this issue with separately or individual attitude toward risk of underlying assumptions. This paper examines the integrated model of the decision behaviors under the firm facing uncertain capital service and various input markets in the interaction of above decision. We can obtain some results that are more integrated than those examined in some other rel

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許書綾. "The impacts of outward foreign direct investment on output in manufacturing industry in taiwan." Thesis, 2010. http://ndltd.ncl.edu.tw/handle/34497340760422778172.

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碩士<br>國立政治大學<br>行政管理碩士學程<br>98<br>After reviewing literature on outward foreign direct investment, this research conducts an empirical research based on 2007 statistical data from Ministry of Economic Affairs in Taiwan. We employ probit model to analyze the impacts of outward foreign direct investment on output of manufacturing industry in Taiwan. The empirical results show that the ‘firm size’ and ‘R&D expenditure’ categorized into firm characteristics, and ‘type of industry’ and ‘investment area’ classified into industry characteristics are statistically significant. Moreover, the expansiona

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35

Tseng, Yin-chuan, and 曾應泉. "The Information and Communication Technology Contribution to Output Growth~The Empirical Analysis of Manufacturing Industries in Taiwan." Thesis, 2005. http://ndltd.ncl.edu.tw/handle/92305368668120739585.

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博士<br>東吳大學<br>經濟學系<br>93<br>The resurgence of U.S. economic growth in the 1990s has generated considerable attention with many studies reporting a substantial impact from both the development and the use of information and communication technology (ICT). Many researchers all refer American long-run economic expansion to “New Economy”. Stiroh(2001) showed that the difference between ICT capital and non-ICT capital was that ICT capital would result in spillover effects. Our purposes of this paper, first, were that we modified the dynamic factors demand model on the papers of Nadiri and Prucha(19

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Chun-Chieh, Liao, and 廖俊杰. "CAUSAL RELATIONSHIP BETWEEN INPUT & OUTPUT OF INTELLECTUAL CARITAL AND CORPORATE INTANGIBLE VALUE ------FOR TAIWAN MANUFACTURING FIRMS." Thesis, 2004. http://ndltd.ncl.edu.tw/handle/35252148189102368032.

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博士<br>國立臺北大學<br>企業管理學系<br>92<br>The objective of this paper is to explore the nature of intellectual capital and to investigate relationship between intellectual capital and corporate value in Taiwan manufacturing firms. Input-output theory was used to clarify the relationship between the intellectual capital measurement indicators, and to explore the impact of intellectual capital on enterprise value creation process. In this study, we define human capital, process capital, innovation capital and relationship capital as four constructs of intellectual capital. The corporate value

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Pechankova, Katsiaryna. "Participation of portuguese manufacturing industry in global value chains." Master's thesis, 2016. http://hdl.handle.net/10400.8/2315.

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Portugal’s manufacturing sector has a significant importance both in national income and employment. As has been pointed out by several researchers, the traditional methods of analysis fail to grasp all the dimensions of economic competitiveness. This dissertation is then, at its core, an analysis of Portugal’s manufacturing industry in terms of the latter’s value added to production and impact to employment under the framework of global value chains. The current dissertation seeks to study in which way the Portuguese manufacturing industry, and its respective sectors, has a direct and indirec

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(6636236), Justin S. Richter. "DEVELOPMENT OF SCALABLE STAKEHOLDER-NEEDS METRICS APPLIED IN ECONOMIC INPUT-OUTPUT SOCIAL IMPACT ASSESSMENT MODELS." Thesis, 2019.

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<div>In the last half century, much research effort has gone into identifying the causes and effects of societal burdens. Industrial activity may arguably be the most widely responsible cause, but the effects, or social impacts (SIs), resulting from industrial activity are typically considered externalities and not evaluated alongside economic performance of industries. It is clear however that people are fundamental to the progress and development of economies. Understanding how people are affected by economies, and in particular industrial economic activity, starts with recognizing that impa

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Lin, Yen. "AN ADVANCE MULTIPLE-INPUT DUAL-OUTPUT (MIDO) RUN-TO-RUN (R2R) CONTROLLER IMPLEMENTATION FOR CMP PROCESS OF SEMICONDUCTOR MANUFACTURING." 2004. http://www.cetd.com.tw/ec/thesisdetail.aspx?etdun=U0009-0112200611313961.

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HSIEH, YI-TING, and 謝依婷. "The Impact of Outward Foreign Direct Investment on Productivity and Output-An Empirical Study of Manufacturing Industry in Taiwan." Thesis, 2006. http://ndltd.ncl.edu.tw/handle/05577111440045731749.

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碩士<br>國立臺北大學<br>經濟學系<br>94<br>Since middle period of 1980 times, the investments abroad of Taiwan’s manufacturing sector has been gradually increased. Such as the electron and electric equipment products industry, its output accounts for GDP proportion is up to 9.34% in 2004. However, the proportions of some industry outputs to GDP are declining constantly, such as the textile & clothing industry. Do outward FDI cause different influence on different kinds of industries? The purpose of this study is to discuss the impact of outward foreign direct investment (outward FDI) on the productivity o

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Yang, Cheng-Lung, and 楊政龍. "A Study on Spatial Dependence of Technological Infrastructure Influence in Innovative Output —the Manufacturing Industry in Taiwan as Example." Thesis, 2001. http://ndltd.ncl.edu.tw/handle/34435406658237624974.

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碩士<br>國立臺北大學<br>都市計劃研究所<br>89<br>Recent years geographers and economists have often noted that the fortunes of regions and nations have depended on new ideas and new products that energized these places and facilitated their economic growth. A variety of scholars have tried to find the keys to innovation , to unlock the doors of the innovation process , and to render what is inside less mysterious and more accessible to less fortunate regions. And many theories about what local factors and localized capabilities make for strong firm performance in terms of innovations have been developed. The

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Lin, Yen, and 林晏. "AN ADVANCE MULTIPLE-INPUT DUAL-OUTPUT (MIDO) RUN-TO-RUN (R2R) CONTROLLER IMPLEMENTATION FOR CMP PROCESS OF SEMICONDUCTOR MANUFACTURING." Thesis, 2004. http://ndltd.ncl.edu.tw/handle/22910986694216971934.

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碩士<br>元智大學<br>工業工程與管理學系<br>92<br>This research presents an optimization-based, multiple-input dual-output Run-to-Run (R2R) controller for chemical mechanical planarization (CMP) process of semiconductor manufacturing. This controller, termed adaptive dual-response optimizing controller (ADROC), can serve as a process optimizer as well as a recipe regulator between consecutive runs of wafer fabrication. It is assumed that the equipment model could be appropriately described by a pair of second-order polynomial (transfer) functions in terms of a set of control variables. Of practical relevance i

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YEH, CHENG-SHIN, and 葉承鑫. "A Study of the Material Model of Complementary inputs for an Insufficient Output of the LED Chip Manufacturing Plant." Thesis, 2014. http://ndltd.ncl.edu.tw/handle/20183578462155545487.

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碩士<br>中華大學<br>工業管理學系碩士班<br>102<br>The LED industry involves four kinds of production processes which includeraw material side, upstream, midstream, and downstream. The LED Chip Manufacturers (LED-CM) is a part of the midstream and is a key role of the LED industry. In order to satisfy the various requirements of the downstream, the LED Chip Manufacturers (LED-CMs) are always the type ofMTO production. Their productionprocessesare not only complicated but also uncertain which makes low Hit Target Ratio (HT) and with a lot of variation. Therefore the critical issue of LED manufacturersusually co

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