Tesis sobre el tema "Resource on Demand"
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Rainwater, Chase E. "Resource constrained assignment problems with flexible customer demand". [Gainesville, Fla.] : University of Florida, 2009. http://purl.fcla.edu/fcla/etd/UFE0024847.
Texto completoMiller, Benjamin Israel. "Estimating the Firm’s Demand for Human Resource Management Practices". Digital Archive @ GSU, 2008. http://digitalarchive.gsu.edu/econ_diss/34.
Texto completoMiller, Benjamin Israel. "Estimating the firm's demand for human resource management practices". unrestricted, 2008. http://etd.gsu.edu/theses/available/etd-11192008-141353/.
Texto completoTitle from file title page. Bruce E. Kaufman, committee chair; Barry T. Hirsch, Klara S. Peter, Hyeon J. Park, committee members. Description based on contents viewed Sept. 22, 2009. Includes bibliographical references (p. 159-165).
Muench, Andrew J. (Andrew James) 1970. "Redefining the aftermarket demand forecasting process using enterprise resource planning". Thesis, Massachusetts Institute of Technology, 2003. http://hdl.handle.net/1721.1/89924.
Texto completoIncludes bibliographical references (leaves 127-128).
by Andrew J. Muench.
S.M.
Cantwell, Marilyn L. "Resource and demand effects on elderly functionality and residential mobility /". The Ohio State University, 1989. http://rave.ohiolink.edu/etdc/view?acc_num=osu1487671108307051.
Texto completoLandi, Marco. "Bidirectional Metering Advancements and Applications to Demand Response Resource Management". Doctoral thesis, Universita degli studi di Salerno, 2014. http://hdl.handle.net/10556/1448.
Texto completoThe power grid is an electric system capable of performing electricity generation, transmission, distribution and control. Nowadays it has been subjected to a deep transformation, which will reshape it completely. In fact, growing electricity demand and consequent increase of power losses in transmission and distribution grids, the increase in prices of fossil fuels and the diffusion of renewable resources, the need for a more effective and efficient grid management and use of energy, the availability of new technologies to be integrated into the grid, they all push for a modernization of the power grid. Integrating technology and approaches typical of different areas (i.e. power systems, ICT, measurements, automatic controls), the aim is to build a grid capable of engulfing all types of sources and loads, capable of efficiently deliver electricity automatically adapting to changes in generation and demand, ultimately empowering customers with new and advanced services. This paradigm is known as Smart Grid. In this context, the role of measurement theories, techniques and instrumentation is a fundamental one: the automatic management and control of the grid is a completely unfeasible goal without a timely and reliable picture of the state of the electric network. For this reason, a metering infrastructure (including sensors, data acquisition and process system and communication devices and protocols) is needed to the development of a smarter grid. Among the features of such an infrastructure are the ability to execute accurate and real‐time measurements, the evaluation of power supply quality and the collection of measured data and its communication to the system operator. Moreover, a so defined architecture can be extended to all kinds of energy consumption, not only the electricity ones. With the development of an open energy market, an independent entity could be put in charge of the execution of measurements on the grid and the management of the metering infrastructure: in this way, “certified” measurements will be guaranteed, ensuring an equal treatment of all grid and market users. In the thesis, different aspects relative to measurement applications in the context of a Smart Grid have been covered. A smart meter prototype to be installed in customers’ premises has been realized: it is an electricity meter also capable of interfacing with gas and hot water meters, acting as a hub for monitoring the overall energy consumption. The realized prototype is based on an ARM Cortex M3 microcontroller architecture (precisely, the ST STM32F103), which guarantees a good compromise among cost, performance and availability of internal peripherals. Advanced measurement algorithms to ensure accurate bidirectional measurements even in non‐sinusoidal conditions have been implemented in the meter software. Apart from voltage and current transducer, the meter embeds also a proportional and three binary actuators: through them is possible to intervene directly on the monitored network, allowing for load management policies implementation. Naturally the smart meter is only functional if being a part of a metering and communication infrastructure: this allows not only the collection of measured data and its transmission to a Management Unit, which can so build an image of the state of the network, but also to provide users with relevant information regarding their consumptions and to realize load management policies. In fact, the realized prototype architecture manages load curtailments in Demand Response programs relying on the price of energy and on a cost threshold that can be set up by the user. Using a web interface, the user can verify his own energy consumptions, manage contracts with the utility companies and eventually his participation in DR programs, and also manually intervene on his loads. In the thesis storage systems, of fundamental importance in a Smart Grid Context for the chance they offer of decoupling generation and consumption, have been studied. They represent a key driver towards an effective and more efficient use of renewable energy sources and can provide the grid with additional services (such as down and up regulation). In this context, the focus has been on li‐ion batteries: measurement techniques for the estimation of their state of life have been realized. Since batteries are becoming increasingly important in grid operation and management, knowing the degradation they are subjected has a relevant impact not only on grid resource planning (i.e. substitution of worn off devices and its scheduling) but also on the reliability in the services based on batteries. The implemented techniques, based on Fuzzy logic and neural networks, allow to estimate the State of Life of li‐ion batteries even for variation of the external factors influencing battery life (temperature, discharge current, DoD). Among the requisites a Smart Grid architecture has, is the integration into the grid of Electric Vehicles. EVs include both All Electric Vehicles and Plug‐in Hybrid Electric Vehicles and have been considered by governments and industry as sustainable means of transportation and, therefore, have been the object of intensive study and development in recent years. Their number is forecasted to increase considerably in the next future, with alleged consequences on the power grid: while charging, they represent a consistent additional load that, if not properly managed, could be unbearable for the grid. Nonetheless, EVs can be also a resource, providing their locally stored energy to the power grid, thus realizing useful ancillary services. The paradigm just described is usually referred to as Vehicle‐to‐Grid (V2G). Being the storage systems onboard the EVs based on li‐ion batteries, starting from the measurement and estimation techniques precedently introduced, aim of the thesis work will be the realization of a management systems for EV fleets for the provision of V2G services. Assuming the system model in which the aggregator not only manages such services, but can also be the owner of the batteries, the goal is to manage the fleets so to maximize battery life, and guarantee equal treatment to all the users participating in the V2G program. 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Hong, Seong-Jong. "Analysis of the Benefits of Resource Flexibility, Considering Different Flexibility Structures". Diss., Virginia Tech, 2004. http://hdl.handle.net/10919/11185.
Texto completoPh. D.
Acharya, Gayatri. "Hydrological-economic linkages in water resource management". Thesis, University of York, 1998. http://etheses.whiterose.ac.uk/10809/.
Texto completoJuana, James Sharka. "Efficiency and equity considerations in modeling inter-sectoral water demand in South Africa". Pretoria : [S.n.], 2008. http://upetd.up.ac.za/thesis/available/etd-06062008-140425/.
Texto completoXu, Dongsheng. "Resource allocation among multiple stochastic demand classes in express delivery chains /". View abstract or full-text, 2007. http://library.ust.hk/cgi/db/thesis.pl?IELM%202007%20XU.
Texto completoUngar, Nathaniel R. "Demand Transition, Tracking Accuracy, and Stress: Resource-Depletion and -Allocation Models". Cincinnati, Ohio : University of Cincinnati, 2005. http://www.ohiolink.edu/etd/view.cgi?acc%5Fnum=ucin1132255782.
Texto completoTitle from electronic thesis title page (viewed Sept. 6, 2007). Includes abstract. Keywords: dual-task; dual task; transition; transitions; demand transition; demand transitions; workload; mental workload; workload transition; workload transitions; task difficulty; tracking; tracking task; vigilance; compensatory tracking; performance; human performance; tracking performance; resource depletion; resource-depletion; mental resources; resource capacity; effort; effort-regulation; effort regulation; stress; transition stress; resource allocation; resource-allocation; human factors. Includes bibliographical references.
Lindström, Magnus. "Demand responsive resource management for networks : link asymmetry, pricing and multihopping /". Stockholm, 2005. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-180.
Texto completoArakatla, Adarsh. "Demand Driven Material Requirements Planning". Thesis, Mälardalens högskola, Akademin för innovation, design och teknik, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-52797.
Texto completoCelik, Berk. "Coordination mechanisms for smart homes electric energy management through distributed resource scheduling with demand response programs". Thesis, Bourgogne Franche-Comté, 2017. http://www.theses.fr/2017UBFCA013/document.
Texto completoGrid modernization through philosophies as the Smart Grid has the potential to help meet the expected world increasing demand and integrate new distributed generation resources at the same time. Using advanced communication and computing capabilities, the Smart Grid offers a new avenue of controlling end-user assets, including small units such as home appliances. However, with such strategies, decisions taken independently can cause undesired effects such as rebound peaks, contingencies, and instabilities in the network. Therefore, the interaction between the energy management actions of multiple smart homes is a challenging issue in the Smart Grid. Under this purpose, in this work, the potential of coordination mechanisms established among residential customers at the neighborhood level is evaluated through three studies. Firstly, coordinative home energy management is presented, with the aim to increase local renewable energy usage in the neighborhood area by establishing energy trading among smart homes, which are compensated by incentives. The control algorithm is realized in both centralized and decentralized manners by deploying a multi-agent system, where neighborhood entities are modeled as agents. Simulations results show that both methods are effective on increasing local renewable energy usage and decreasing the daily electricity bills of customers. However, while the decentralized approach gives results in shorter time, the centralized approach shows a better performance regarding costs. Secondly, two decentralized energy management algorithms are proposed for day-ahead energy management in the neighborhood area. A dynamic pricing model is used, where price is associated to the aggregated consumption and grid time-of-use scheme. The objective of the study is to establish a more advanced coordination mechanism (compared to previous work) with residual renewable energy is shared among smart homes. In this study, the performance of the algorithms is investigated with daily and annual analyses, with and without considering forecasting errors. According to simulations results, both coordinative control models show better performance compared to baseline and selfish (no coordination) control cases, even when considering forecasting errors. Lastly, the impact of photovoltaic systems on a residential aggregator performance (in a centralized approach) is investigated in a neighborhood area. In the proposed model, the aggregator interacts with the spot market and the utility, and proposes a novel pricing scheme to influence customers to control their loads. Simulation results show that when the penetration level of residential photovoltaics (PV) is increased, the aggregator profit decreases due to self-consumption ability with PV in the neighborhood
Lindström, Magnus. "Demand responsive resource management for cellular networks : link asymmetry, pricing and multihopping". Doctoral thesis, KTH, School of Electrical Engineering (EES), 2005. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-180.
Texto completoEconomic affordability of services and infrastructures has rapidly become one of the key issues in the evaluation and design of wireless access systems. The provisioning of high data rates, at an ``affordable'' price, constitutes a serious challenge to the structure and management of current and future wireless networks.
The management of radio resources, Radio Resource Management or RRM for short, has traditionally been benchmarked mostly by technical merits such as throughput (data delivery capability) and Quality of Service (QoS). When comparing different RRM schemes, the scheme that can deliver more bits per Hertz (unit of bandwidth) or per Euro is often assumed the more efficient. From an economic point of view, however, cost efficiency is not equivalent to profitability.
We conjecture that the economic efficiency and profitability can be improved both by better technical efficiency and by better accounting for users' service appreciation and willingness to pay. While we shall, primarily treat the operator's benefit of improved RRM, we will try to improve the RRM by means of being more responsive to the demands of the users. In eight conference and journal papers, we investigate: Provisioning of support for asymmetric traffic, Quality and pricing aware resource management and Creation of forwarding incentive in multihop cellular networks.
We show that implementing support for asymmetric links can improve the efficiency of (service) production in Time Division Duplexing (TDD) mode wireless networks with asymmetric traffic. That is, more traffic can be handled with the same system resources. Compared to Frequency Division Duplexing (FDD), TDD offers more flexible use of spectrum resources. The benefits of TDD and support for asymmetric links are readily available for systems providing high-rate spotty coverage. For systems aiming at full coverage and tight reuse, however, proper measures must be taken to control inter-mobile- and inter-base-station-interference.
We present the MEDUSA model framework for taking users' service appreciation and willingness to pay into account in performance evaluations of wireless networks with elastic traffic. Assuming that user satisfaction depends on both the quality and the price of the service, numerical experiments show that the economic efficiency of an RRM scheme is affected by the pricing scheme. We also introduce the concepts of speculative resource management to exploit traffic elasticity and improve resource utilisation. With speculative admission control, users with good propagation conditions may be admitted to a full system at the expense of a slight degradation of the QoS of some or all users, if the expected total revenue would thereby increase. Results indicate significant revenue gain with speculative admission control. Service perception aware scheduling was evaluated as a means to improve resource utilisation, but yielded only marginal gain compared to a weighted proportional fair scheduler.
For the third area studied in this Thesis, i.e. multihopping in cellular networks, economic efficiency was both the goal and one of the means to achieve it. By means of a resource re-distribution scheme called Resource Delegation we eliminated the bandwidth bottle neck of the relays. We combined Resource Delegation with economic compensation for the energy expenditures of the relays and were able to achieve significantly increased operator revenue with maintained or improved user utility. Assuming that the added complexity of keeping track of reward transactions is negligible, profitability was correspondingly improved.
Li, Zhehan. "Intelligent on-demand radio resource provisioning for green ultra-small cell networks". Thesis, University of York, 2016. http://etheses.whiterose.ac.uk/15506/.
Texto completoChen, Weiping. "Firm's Optimal Resource Portfolio under Consumer Choice, and Supply and Demand Risks". Diss., Virginia Tech, 2007. http://hdl.handle.net/10919/28505.
Texto completoPh. D.
Kabir, MD y Jerome Plantis. "The Influence of Firm's Human Resource andMarket Demand on a Firm's Innovation Strategy". Thesis, Linköpings universitet, Företagsekonomi, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-80831.
Texto completoMcTasney, Robert. "On-demand resource reservation for multichannel wireless mesh networks using cut-through switching". Connect to online resource, 2008. http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqdiss&rft_dat=xri:pqdiss:3303875.
Texto completoBalachandra, P. "Rational Supply Planning In Resource Constrained Electricity Systems". Thesis, Indian Institute of Science, 2000. http://hdl.handle.net/2005/200.
Texto completoMartin, Kevin Braun. "Hydrogen infrastructure: resource evaluation and capacity modeling". Diss., Rolla, Mo. : Missouri University of Science and Technology, 2009. http://scholarsmine.mst.edu/thesis/pdf/Martin_09007dcc8071f0b7.pdf.
Texto completoVita. The entire thesis text is included in file. Title from title screen of thesis/dissertation PDF file (viewed December 15, 2009) Includes bibliographical references (p. 72-80).
Lacy, Wayne E. "Relationship Between the California Drought and Almond Demand". ScholarWorks, 2017. https://scholarworks.waldenu.edu/dissertations/4648.
Texto completoGarrett, Vicki L. "Adoption of Passive Solar Homes in Franklin County, Ohio: A Study from both Supply- and Demand-Sides". The Ohio State University, 2007. http://rave.ohiolink.edu/etdc/view?acc_num=osu1391592437.
Texto completoDouglas, Christopher J. "Instantaneous Water Demand Estimates for Buildings with Efficient Fixtures". University of Cincinnati / OhioLINK, 2019. http://rave.ohiolink.edu/etdc/view?acc_num=ucin1561996040464642.
Texto completoHughes, David. "The optimal use of hospital capacity in the presence of stochastic demand and output heterogeneity". Thesis, City University London, 1997. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.389549.
Texto completoRhodus, W. Timothy. "Allocative efficiency of experimental markets under conditions of supply and demand uncertainty /". The Ohio State University, 1985. http://rave.ohiolink.edu/etdc/view?acc_num=osu1487260859495943.
Texto completoSaghaian, Sayed Y. "EXPORT DEMAND ESTIMATION FOR U.S. CORN AND SOYBEANS TO MAJOR DESTINATIONS". UKnowledge, 2017. http://uknowledge.uky.edu/agecon_etds/53.
Texto completoMattingly, Jesse W. "COFFEE IN CHINA: MARKET TREND AND CONSUMER DEMAND". UKnowledge, 2016. http://uknowledge.uky.edu/agecon_etds/37.
Texto completoOtsubo, Tetsuya. "Evaluation of resource allocation and supply-demand balance in clinical practice with high-cost technologies". 京都大学 (Kyoto University), 2010. http://hdl.handle.net/2433/123337.
Texto completoDabbagh, Deema. "The Kingdom of Jordan's Water Scarcity| Understanding Water Demand Management". Thesis, Tufts University, 2015. http://pqdtopen.proquest.com/#viewpdf?dispub=1589414.
Texto completoThe Kingdom of Jordan is one of the world's most water poor countries suffering from physical water scarcity, a growing population, regional instability, poor water infrastructure, inefficient water sector management and high water misuse. Through conducting a content analysis of 73 USAID reports, focusing on water demand management, this paper aims to understand how water demand is managed in the Kingdom, in addition to understanding the role of international aid in transforming Jordan's water sector. A greater understanding of the crisis and actions taken to mitigate the impacts were revealed by examining specific water polices and laws, the role of government structures and water sectors, and implemented projects. It was found that Jordan has taken significant efforts to sustainably manage water resources and to address growing water demand. Reallocating water among various sectors, reducing non-revenue water, and decentralizing water provision are key priorities outlined in the Kingdom's water strategy.
Gustafsson, Johan. "Modelling recreational angling demand in Sweden based on region-specific inclusive values". Thesis, Umeå universitet, Nationalekonomi, 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-137153.
Texto completoFandi, M. M. "The impact of retirement migration on health care demand and resource allocation in Lancaster Health District". Thesis, Lancaster University, 1985. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.372537.
Texto completoYilmaz, Tuba. "Dynamic resource allocation in manufacturing and service industries". Diss., Georgia Institute of Technology, 2012. http://hdl.handle.net/1853/51729.
Texto completoAhmed, Kishwar. "Energy Demand Response for High-Performance Computing Systems". FIU Digital Commons, 2018. https://digitalcommons.fiu.edu/etd/3569.
Texto completoErshad, Ahmad Murtaza. "Potential of Solar Photovoltaic and Wind Power Plants in Meeting Electricity Demand in Afghanistan". University of Dayton / OhioLINK, 2014. http://rave.ohiolink.edu/etdc/view?acc_num=dayton1398944251.
Texto completoPutnam, Merril Augusta. "Insight into the Use, Perception, and Value Surrounding Domestic Water in Peru: Envisioning Demand Management in an Intermittent, Small-City, Service Context". Scholar Commons, 2013. http://scholarcommons.usf.edu/etd/4750.
Texto completoBoonzaier, Anton. "The Role of water demand management in integrated water resource management : constraints and opportunities in Southern Namibia". Master's thesis, University of Cape Town, 2000. http://hdl.handle.net/11427/4832.
Texto completoNamiba is the driest country in sub-Saharan Africa and has been projected to reach an overall water deficit by 2020. Southern Namibia is especially arid, and appropriate and holistic management of water resources is thus becoming increasingly essential
Tennity, Colleen. "A conjoint analysis study of perceived demand in central Ohio for specific agricultural natural resource conservation practices". The Ohio State University, 2005. http://rave.ohiolink.edu/etdc/view?acc_num=osu1413460775.
Texto completoMancini, Lucia. "Food habits and environmental impact: an assessment of the natural resource demand in three agri-food systems". Doctoral thesis, Università Politecnica delle Marche, 2011. http://hdl.handle.net/11566/241903.
Texto completoSundquist, Kristina. "Individual health, neighborhood characteristics, and allocation of primary health care resources /". Stockholm, 2003. http://diss.kib.ki.se/2003/91-7349-595-6/.
Texto completoStrengers, Yolande Amy-Adeline y Yolande strengers@rmit edu au. "Bridging the divide between resource management and everyday life: smart metering, comfort and cleanliness". RMIT University. Global Studies, Social Science and Planning, 2010. http://adt.lib.rmit.edu.au/adt/public/adt-VIT20100329.165839.
Texto completoTerheggen, Anne. "The new kid in the forest : The impact of China's resource demand on gabon's tropical timber value chain". Thesis, Open University, 2010. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.528243.
Texto completoNordai, Frederick Leon. "Balanced, capacitated, location-allocation problems on networks with a continuum of demand". Diss., Virginia Polytechnic Institute and State University, 1985. http://hdl.handle.net/10919/54313.
Texto completoPh. D.
Lundström, Lukas. "Heat demand profiles of buildings' energy conservation measures and their impact on renewable and resource efficient district heating systems". Licentiate thesis, Mälardalens högskola, Framtidens energi, 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-31495.
Texto completoBreyer, Elizabeth Yancey. "Household Water Demand and Land Use Context: A Multilevel Approach". PDXScholar, 2014. https://pdxscholar.library.pdx.edu/open_access_etds/1670.
Texto completoMackel, John Vincent. "An experiment in demand management, reduction in resource use using a patient-based behavior modification program for chronic hypertensive patients". Thesis, National Library of Canada = Bibliothèque nationale du Canada, 1998. http://www.collectionscanada.ca/obj/s4/f2/dsk2/tape17/PQDD_0007/MQ29010.pdf.
Texto completoWU, ZAI-YI y 吳再益. "A study of optimization of industrial structure and resource demand under resource limitation". Thesis, 1986. http://ndltd.ncl.edu.tw/handle/77369751158948921885.
Texto completoWei, Ciao-shan y 魏巧珊. "The Analysis of Human Resource Demand in Optoelectronics Industry". Thesis, 2006. http://ndltd.ncl.edu.tw/handle/30387960092460703828.
Texto completo國立高雄師範大學
工業科技教育學系
94
This study aimed to discuss the current human resource structure and investigate the human resource demand of the optoelectronics industry, in an attempt to provide substantial references for human resource policies and educational development. Mainly based on questionnaire surveys, the study collected information about human resource demand and talent training in the optoelectronics industry. In addition to designing a questionnaire to investigate the structure of human resource demand, in order to enhance the accuracy of the research results, this study also gathered related data from the government and the current situations of talent training to assure the completeness of the analysis. The findings in this study were expected to offer substantial information for the establishment of human resources policies and the planning of an educational development project.
Wang, Lin-Jiuan y 王麗娟. "The Demand Analysis of the Human Resource Information System". Thesis, 1998. http://ndltd.ncl.edu.tw/handle/90588464900445770428.
Texto completo國立彰化師範大學
工業教育學系
86
The main purpose of the study is to explore the importance and the extent of execution of the human resource information system to the companies.In addition, it discusses the variance of two groups to the human resourcesystem. In so doing, I hope to benefit the domestic companies while setting up the human resource information system and provide reliable informaton for further study. Subjects are chosen from the human resource supervisors of the 200manufacturers in Taiwan for conducting the survey. 76 valuable data collectedfor analysis, including description analysis, Pearson correlative analysis and ANOVA. The main findings are as follows:1.The human resource information system in Taiwan has great influence upon the inner operation of the company. However, it reveals the insufficient operation of the human resource information system.2.There is low relationship between the two groups, the importance and the extent of execution in human resource information system.3. Extenal environmental factor and the supervisors'' personal point of view toward HRIS have much differences in affecting the variance of the importance extent in human resource information system.4.Managing policy, the number of persons in human resource department ,and the standard paper procedure in human resource department have much difference in affecting the variance of execution extent in human resource informaton system. Based on the above results, the study offers four suggestions.1.To strengthen the poor execution items in the human resource information system in the eyes of the supervisors the important ones.2.To promote the operation of the human resource information system which should first work on both system coordination and data analysis.3.To educate the supervisors the importance of the human resource information system and cultivate their support to the activities of the human resource management.4.To include the training of the human resouce information system in the human resource management program.
Chen, Hsueh-Hung y 陳雪紅. "The Analysis of Human Resource Demand in Construction Industry". Thesis, 2005. http://ndltd.ncl.edu.tw/handle/80598854254456111387.
Texto completo國立高雄師範大學
工業科技教育學系
93
The purposes of this study were to investigate the development in the past, and the current human resource condition in the construction industry, and to forecast the future demand of human resource in the comprehensive construction enterprises from 2005 to 2007. The population of this study was Taiwan construction industry. The method of document-analysis was adopted to review the development in the past and the current human resource condition in the construction industry. The methods of questionnaire-survey and grey prediction model were used to analyze and forecast the future demand of human resource in the comprehensive construction enterprises. The results of this study showed that the construction industry had negative growth in the past years and the numbers of human resource demand were declined as well. The forecast numbers of human resource demand in the grade A and B comprehensive construction enterprises are decreasing, but grade C comprehensive construction enterprises are increasing year by year. To sum up, the total numbers of human resource demand in the comprehensive construction enterprises from 2005 to 2007 are 174756, 173101, and 173711. Compared with those numbers in 2003, the numbers of human resource demand are decreasing with slight fluctuation.