Regression Analysis Of Energy Consumption By End Use
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Regression Analysis Of Energy Consumption By End Use
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Author : Robert B. Latta
language : en
Publisher:
Release Date : 1983
Regression Analysis Of Energy Consumption By End Use written by Robert B. Latta and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Energy consumption categories.
Regression Analysis Of Energy Consumption By End Use
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Author : Robert B. Latta
language : en
Publisher:
Release Date : 1983
Regression Analysis Of Energy Consumption By End Use written by Robert B. Latta and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with categories.
Residential Energy Consumption Survey
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Author : Robert B. Latta
language : en
Publisher:
Release Date : 1983
Residential Energy Consumption Survey written by Robert B. Latta and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Energy consumption categories.
Energy Consumption By End Use Sector
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Author : United States. Office of Energy Markets and End Use
language : en
Publisher:
Release Date : 1990
Energy Consumption By End Use Sector written by United States. Office of Energy Markets and End Use and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Energy consumption categories.
Analyzing Industrial Energy Use Through Ordinary Least Squares Regression Models
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Author : Allyson Katherine Golden
language : en
Publisher:
Release Date : 2014
Analyzing Industrial Energy Use Through Ordinary Least Squares Regression Models written by Allyson Katherine Golden and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Electronic dissertations categories.
Extensive research has been performed using regression analysis and calibrated simulations to create baseline energy consumption models for residential buildings and commercial institutions. However, few attempts have been made to discuss the applicability of these methodologies to establish baseline energy consumption models for industrial manufacturing facilities. In the few studies of industrial facilities, the presented linear change-point and degree-day regression analyses illustrate ideal cases. It follows that there is a need in the established literature to discuss the methodologies and to determine their applicability for establishing baseline energy consumption models of industrial manufacturing facilities. The thesis determines the effectiveness of simple inverse linear statistical regression models when establishing baseline energy consumption models for industrial manufacturing facilities. Ordinary least squares change-point and degree-day regression methods are used to create baseline energy consumption models for nine different case studies of industrial manufacturing facilities located in the southeastern United States. The influence of ambient dry-bulb temperature and production on total facility energy consumption is observed. The energy consumption behavior of industrial manufacturing facilities is only sometimes sufficiently explained by temperature, production, or a combination of the two variables. This thesis also provides methods for generating baseline energy models that are straightforward and accessible to anyone in the industrial manufacturing community. The methods outlined in this thesis may be easily replicated by anyone that possesses basic spreadsheet software and general knowledge of the relationship between energy consumption and weather, production, or other influential variables. With the help of simple inverse linear regression models, industrial manufacturing facilities may better understand their energy consumption and production behavior, and identify opportunities for energy and cost savings. This thesis study also utilizes change-point and degree-day baseline energy models to disaggregate facility annual energy consumption into separate industrial end-user categories. The baseline energy model provides a suitable and economical alternative to sub-metering individual manufacturing equipment. One case study describes the conjoined use of baseline energy models and facility information gathered during a one-day onsite visit to perform an end-point energy analysis of an injection molding facility conducted by the Alabama Industrial Assessment Center. Applying baseline regression model results to the end-point energy analysis allowed the AIAC to better approximate the annual energy consumption of the facility's HVAC system.
Deconstructing The Rosenfeld Curve
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Author : Anant Sudarshan
language : en
Publisher: Stanford University
Release Date : 2011
Deconstructing The Rosenfeld Curve written by Anant Sudarshan and has been published by Stanford University this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with categories.
California's energy efficiency policies and energy use patterns have attracted widespread national and international interest. Over the last three decades, the state has implemented a variety of regulatory and legislative measures aimed at reducing the demand for energy, through encouraging more efficient consumption. In a startling contrast to the nation as a whole, the state electricity consumption per capita has stayed relatively steady since 1970. A comparative graph of the state and national electricity intensities is called the Rosenfeld Curve, named after the influential former Commissioner of the California Energy Commission. This thesis examines the structural determinants of electricity consumption with a view to answering the question -- What fraction of the state-nation difference in electricity consumption intensity might reasonably be attributed to policy interventions? I begin with a simple decomposition analysis of the residential, industrial and commercial sectors, using empirical data from a variety of sources. I find that over two-thirds of the difference between state and national energy intensity may be attributed to structural factors that are independent of policy interventions, leaving a smaller, unexplained portion that could owe to program interventions (a share that has increased over time). I next consider the residential sector in detail, a topic that is the primary focus of my thesis. I describe residential consumption of electricity and secondary heating fuels, using a structural model of household energy demand estimated using micro-data from the period between 1993 and 2005. In doing so, I account for heterogeneity in household types in the population. After controlling for structural factors such as climate, I find evidence suggesting that policy may have been particularly effective in reducing the energy needed for heating and cooling end uses. I also find evidence of increasing policy effects over the ten years between 1995 and 2005. Additionally, the model suggests that incentive compatibility considerations may have resulted in inefficiently high energy consumption in rented dwellings. Overall, the econometric model indicates about 20 percent of the state nation difference in the residential sector may owe to program effects. These results are interesting as a retrospective look at the California experience, but more importantly as a benchmark of what might reasonably be expected from energy efficiency elsewhere in the world. They also underline the importance of using counterfactual policy evaluation techniques instead of comparisons of aggregate statistics in understanding policy impact.
An Assessment Of The Quality Of Selected Eia Data Series
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Author :
language : en
Publisher:
Release Date : 1986
An Assessment Of The Quality Of Selected Eia Data Series written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Energy consumption categories.
Energy Related Attitude Belief Variables In Conventional Econometric Equations
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Author : Bruce M. Wetzel
language : en
Publisher:
Release Date : 1988
Energy Related Attitude Belief Variables In Conventional Econometric Equations written by Bruce M. Wetzel and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Consumers categories.
This paper analyzes a subsample of 523 households from the 1975 Lifestyles and Household Energy Use Survey conducted for the Washington Center for Metropolitan Studies. The study explores the empirical relationship among a set of four energy-related attitude/belief (ERAB) variables, household electricity and natural gas consumption, and three energy-related discrete choice (ERDC) variables. Using principal components factor analysis, the ERAB variables were constructed from a portion of the survey responses dealing with what respondents thought should be done to handle current or future energy shortages. A finding of the study is that in the context of a conventional econometric specification of electricity and natural gas consumption, ERAB variables are statistically significant although less significant than conventional explanatory variables for household energy consumption.
Energy Use And Changing Lifestyles
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Author :
language : en
Publisher:
Release Date : 1990
Energy Use And Changing Lifestyles written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Electric power consumption categories.
A detailed investigation of energy use in the residential, commercial, and transportation sectors of the U.S. and certain European countries (including Germany and Sweden) shows that there is an important parameter that we call lifestyle that is not captured in the exogenous variables commonly used in electric utility forecasting. A retrospective examination shows that lifestyle has been of subordinate importance to the income-linked trend of increasing ownership of the major energy and electricity-using hard goods and dwellings for at least three decades. The recent saturation of the residential and commercial markets for the dominant energy-using technologies has allowed variations in the utilization of this infrastructure to emerge as a significant input to market demand. With saturation of primary technologies, and relative stability in energy prices, the distinct activity patterns that result from various lifestyles are likely to influence demand for electricity and other energy forms, as well as participation in demand side management programs and other utility sponsored programs.
Residential Demand For Energy
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Author : Sheila Nataraj Kirby
language : en
Publisher:
Release Date : 1983
Residential Demand For Energy written by Sheila Nataraj Kirby and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Dwellings categories.