articles+ search results
384 articles+ results
1 - 20
Next
Number of results to display per page
-
Capel Sáez, Horacio
- Biblio 3w: revista bibliográfica de geografía y ciencias sociales; 2019: Vol.: 24
- Subjects
-
electricidad, energía hidroeléctrica, patrimonio industrial, electricity, hydroelectric power, and industrial heritage
- Abstract
-
Reseña de un libro sobre la principal obra hidráulica construida por la Mexican Light and Power a partir de 1903. La empresa fue fundada por Fred Stark Pearson para abastecer de energía eléctrica a Ciudad de México y al centro del país. El libro trata de valorar el patrimonio industrial del municipio en que se encuentra localizado, destacando su importancia para la identidad y el desarrollo, y colaborando con un proyecto colectivo de la comunidad local.
Review of a book about the main hydraulic work built by the Mexican Light and Power since 1903. The company was founded by Fred Stark Pearson to supply electricity to Mexico City and the center of the country. The book tries to assess the industrial heritage of the municipality in which it is located, highlighting its importance for identity and development, and collaborating with a collective project of the local community
- Full text View on content provider's site
-
Barniol, Pablo, Campos, Esmeralda, and Zavala, Genaro
- Enseñanza de las ciencias: revista de investigación y experiencias didácticas; Vol. 36, Núm. 2 (2018); p. 165-190
Enseñanza de las Ciencias: revista de investigación y experiencias didácticas; Vol. 36, Núm. 2 (2018); p. 165-190
- Subjects
-
Electricity, Magnetism, Conceptual understanding, Multiple-choice instrument, Reliability analysis, Electricidad, Magnetismo, Entendimiento conceptual, Instrumento de opciones múltiples, and Análisis de confiabilidad
- Abstract
-
The Conceptual Survey of Electricity and Magnetism (CSEM) has been widely used in the field of physics education. However, to date, no study presents a version of the test in Spanish. This article has three general objectives: 1) to present the CSEM in Spanish and analyze its reliability and discriminatory power, 2) to perform a detailed analysis of the most frequent difficulties of the students in the concepts evaluated in the test, and 3) to establish recommendations for research and instruction of these concepts. The test was implemented to 310 students who finished an Electricity and Magnetism course in a Mexican university. Researchers or physics professors from Spanish-speaking countries may use the test in Spanish that we present in the PhysPort project (physport. org); and the analysis and recommendations for instruction in this study.
La prueba The Conceptual Survey of Electricity and Magnetism (CSEM) ha sido ampliamente utilizada en el área de la educación de la física. Sin embargo, hasta la fecha no existe un estudio que presente el test en su versión en español. Este artículo tiene tres objetivos generales: 1) presentar el CSEM en su versión en español y analizar la confiabilidad y poder discriminatorio de este, 2) realizar un análisis detallado de las dificultades más frecuentes de los estudiantes en los conceptos evaluados en el test y 3) establecer recomendaciones para la investigación e instrucción de estos conceptos. El test fue implementado a 310 estudiantes que terminaban el curso Electricidad y Magnetismo de una universidad mexicana. El test en su versión en español, que presentamos en el proyecto Physport (physport. org), los análisis y las recomendaciones para la instrucción pueden ser utilizados por investigadores o por profesores de física de países hispanohablantes.
- Full text View on content provider's site
3. 'Privilegio' o condena? La compañía de gas y el Ayuntamiento de Sanlúcar de Barrameda (1882-1919) [2018]
-
Bartolomé Rodríguez, Isabel and Girón Sierra, Álvaro
- Revista de Historia Industrial; Vol. 27, Núm. 71 (2018); p. 55-85
- Subjects
-
gas, electricidad, historia empresarial, Gas, Electricity, and Business history
- Abstract
-
El artículo aborda la trayectoria de Gaz Franco-Belge. Robert Lesage et Cie. (Cie. Franco-Belge), fundada en Bélgica en 1880, en Sanlúcar de Barrameda. En 1883, se inauguró la iluminación pública de gas y en 1919 cesó su actividad. Esta iniciativa corresponde a una generación efímera de empresas gasistas de matriz extranjera de ámbito municipal. En apariencia, se inscribiría en una tanda de inversiones poco razonables en mercados urbanos insuficientemente desarrollados, que acabaron de liquidar la competencia con la electricidad y las restricciones a las industrias consumidoras de carbón durante la Gran Guerra. Aquí, se defiende que el "privilegio" exclusivo de iluminación pública fue en realidad una condena en tanto el Consistorio se convirtió en el usuario principal y, al mismo tiempo, en la única fuente de regulación del mercado gasista en la ciudad. Sin intención ni de aumentar los impuestos ni de pagar este servicio público, se anclaba a las empresas concesionarias a negocios poco rentables, en localidades con rentas medias bajas.
This article focuses on the trajectory of Gaz Franco-Belge. Robert Lesage et Cie (Cie Franco- Belge), founded in Belgium in 1880, in Sanlúcar de Barrameda. Public gas lighting was inaugurated in 1883 and the company ceased its activity in 1919. This initiative may be included in an ephemeral generation of foreign companies in charge of municipal lighting. Apparently, these foreign direct investments were unreasonable where urban markets were underdeveloped. Competition with electricity and the restrictions on coal consumption during World War I finished with these firms. Actually, the exclusive “privilege” of public lighting was a sentence as long as the town Hall became both the main user and the only source of market regulation. Without any intention of either raising taxes or paying for this public service, the councils anchored concessionaires companies to unprofitable businesses, in localities with a very low income average.
- Full text View on content provider's site
-
Martínez López, Alberte and Mirás Araujo, Jesús
- Revista de Historia Industrial; Vol. 27, Núm. 71 (2018); p. 87-119
- Subjects
-
Gas, electricidad, consumo, España, Electricity, Consumption, and Spain
- Abstract
-
En este trabajo se aborda el estudio de dos energías básicas, gas y electricidad, desde la perspectiva de la demanda y bajo un enfoque comparativo. La fuente a utilizar será la Estadística del Impuesto sobre el consumo de luz de gas, electricidad y carburo de calcio, complementada/contrastada con otras (Estadística Minera, Datos estadísticos técnicos de las fábricas de gas españolas, monografías locales, etc.). Los principales aspectos que se tratarán serán su difusión geográfica, incardinándola en la modernización de las estructuras urbanas, y los niveles de gasto energético, insertado a su vez en los cambios generales de las pautas de consumo, ambos desde una doble perspectiva espacial y temporal. Todo ello se llevará a cabo en un marco cronológico clave, el primer tercio del siglo XX, lo que permitirá abrir nuevas perspectivas y debates acerca del modo concreto en que se llevó a cabo en España el proceso de transición energética del gas a la electricidad.
This paper deals with the study of two basic energies, gas and electricity, from a demand perspective, and under a comparative approach. The source that will be used is the Estadística del impuesto sobre el consumo de luz de gas, electricidad y carburo de calcio, which is complemented/ contrasted with others (Estadística Minera, Datos estadísticos técnicos de las fábricas de gas españolas, local monographs, etc). The main issues will be their geographical diffusion, placing it in the context of the modernization of urban structures, as well as the levels of energy expenditure, which are linked to the global changes in consumption patterns, both from a spatial and temporal perspective. All this will be carried out in a chronological framework, over the first third of the twentieth century, which will open new perspectives and debates about the specific way in which the process of energy transition from gas to electricity was carried out in Spain.
- Full text View on content provider's site
5. Sistemas de tarificación y precio de la electricidad para fuerza en España antes de la Guerra Civil [2016]
-
Martínez Ruiz, José Ignacio
- Revista de Historia Industrial; Vol. 25, Núm. 62 (2016); p. 143-179
- Subjects
-
Electricidad, sistemas de tarificación, precios, España, siglo xx, Electricity, Rate Systems, Tariffs, Spain, and 20th Century
- Abstract
-
En 1934, 672 empresas eléctricas de toda España publicaron en los Boletines Oficiales provinciales y en el Butlletí Oficial de la Generalitat de Catalunya sus precios de venta de la energía destinada a fuerza. Estos datos nos permiten disponer de una información muy completa de los sistemas tarifarios utilizados por los productores y distribuidores de electricidad antes de la guerra civil así como también de los precios máximos y de los descuentos que ofrecían a sus clientes. En este artículo se analizan los precios y descuentos publicados desde una doble perspectiva, empresarial y territorial, con objeto de conocer el precio de la energía eléctrica para usos industriales en la España del momento. Las notables diferencias observadas en el precio de venta del kWh reflejan la existencia de un mercado eléctrico escasamente integrado y el importante papel que seguían desempeñando los pequeños y medianos productores y distribuidores de energía a la hora de suministrar fluido a miles de empresas de todo el país en vísperas de la Guerra Civil.
In 1934, a total of 672 electricity companies from all over Spain made public in the Boletines Oficiales of the provinces and in the Butlletí Oficial de la Generalitat de Catalunya their rate systems and selling prices for power. These data provide comprehensive information about the diverse pricing system used by producers and distributors of electricity in Spain before the Civil War as well as the maximum prices and discounts offered from them to their clients. This paper analyses these prices and discounts from a business and territorial point of view. The remarkable differences in the selling price of kWh among firms and places reflect the existence of a poorly integrated electricity market and the important role small and medium producers and distributors of energy still played when supplying electricity to thousands of consumers around the country on the eve of the Civil War.
- Full text View on content provider's site
-
Qadeer, Altaf
- Enseñanza de las ciencias: revista de investigación y experiencias didácticas; 2014: Vol.: 32 Núm.: 1; p. 285-286
Enseñanza de las Ciencias: revista de investigación y experiencias didácticas; 2014: Vol.: 32 Núm.: 1; p. 285-286
- Subjects
-
llibres de text, electricitat, anàlisi del llenguatge, educació intercultural, textbooks, electricity, language analysis, intercultural education, libros de texto, electricidad, análisis del lenguaje, and educación intercultural
- Abstract
-
Aquesta tesi se centra essencialment en l'estudi de dues variables: el llenguatge de dos llibres de text quant a si afavoreix o no la comprensió explicativa, i les respostes dels estudiants quan s'utilitzen altres fonts d'informació complementària. La mostra pertany a dos països: Canadà i Pakistan, i com a metodologia es va utilitzar l'anàlisi documental i un disseny quasiexperimental. Els resultats apunten a la necessitat de millorar els llibres de text i el seu ús.
This thesis focuses primarily on the study of two variables: the language of two textbooks as to whether or not favors explanatory understanding, and the responses of the students when they use other sources for additional information. The sample belongs to two countries: Canada and Pakistan, and document analysis as a methodology and a quasi-experimental design was used. The results point to the need to improve textbooks and usage.
La presente tesis se centra esencialmente en el estudio de dos variables: el lenguaje de dos libros de texto en cuanto a si favorece o no la comprensión explicativa, y las respuestas de los estudiantes cuando utilizan otras fuentes de información complementaria. La muestra pertenece a dos países: Canadá y Pakistán, y como metodología se utilizó el análisis documental y un diseño cuasiexperimental. Los resultados apuntan a la necesidad de mejorar los libros de texto y su uso.
- Full text View on content provider's site
-
Fernández-Paradas, Mercedes
- Revista de Historia Industrial; 2011: Núm.: 47; p. 51-76
- Subjects
-
Guerra Civil Española, Electricidad, Producción, Historia empresarial, Spanish Civil War, Electricity, Production, and Business History.
- Abstract
-
La historia de la Compañía Eléctrica Mengemor durante la Guerra Civil Española (1936-1939) es interesante, ya que era una de las grandes eléctricas del país, y su dirección e instalaciones quedaron divididas hasta el final de la contienda, y buena parte de las mismas en el frente de batalla. Para cada bando (el republicano y el nacional) analizaré: quiénes y cómo la dirigieron, el estado de las instalaciones, cómo se repararon y la electricidad producida. En general, ésta creció en ambas zonas, gracias a la gestión realizada y los escasos daños sufridos.
The history of the electric company Mengemor during the Spanish Civil War (1936-1939) is interesting in that it was one of the main electric companies in Spain, and its management and installations were divided during the conflict, and a large part of these were on the front line. For each side in the conflict (the republicans and the nationalists) the following will be analyzed: how they were managed and by whom, the state of the installations, how they were repaired, and the electricity which was produced. In general, production grew in both zones. This can be explained by good management and the scarce damage inflicted on the installations.
- Full text View on content provider's site
-
Chalmers, Carl, Hurst, William, Mackay, Michael, and Fergus, Paul
Behaviour & Information Technology . Nov2019, Vol. 38 Issue 11, p1154-1166. 13p. 6 Diagrams, 3 Charts, 6 Graphs.
- Subjects
-
Machine learning, Systems design, Behavioral assessment, Congregate housing, Dementia patients, Diffusion of innovations, Electricity, Electronic apparatus & appliances, Energy conservation, Case study (Research), Medical care, Patient monitoring, Technology, Activities of daily living, Aids for people with disabilities, and Early medical intervention
- Abstract
-
The rising demand for health and social care, and around the clock monitoring services, is increasing and are unsustainable under current care provisions. Consequently, a safe and independent living environment is hard to achieve; yet the detection of sudden or worsening changes in a patient's condition is vital for early intervention. The use of smart technologies in primary care delivery is increasing significantly. However, substantial research gaps remain in non-invasive and cost effective monitoring technologies. The inability to learn the unique characteristics of patients and their conditions seriously limits the effectiveness of most current solutions. The smart metering infrastructure provides new possibilities for a variety of applications that are unachievable using the traditional energy grid. By 2020, UK energy suppliers will install 50 million smart meters, therefore, providing access to a highly accurate sensing network. Each smart meter records the electrical load for a given property at 30 minute intervals. This granular data captures detailed habits and routines through the occupant's interactions with electrical devices, enabling the detection and identification of alterations in behaviour. The research presented in this paper explores how this data could be used to achieve a safe living environment for people living with progressive neurodegenerative disorders. [ABSTRACT FROM AUTHOR]
- Full text View on content provider's site
-
Malaquias, Rodrigo Fernandes and Albertin, Alberto Luiz
Information Development . Jun2019, Vol. 35 Issue 3, p413-420. 8p.
- Subjects
-
Web servers, Internet of things, Digital divide, Literacy, Electricity, and Diffusion
- Abstract
-
This study addresses the challenges for development in Latin America considering the framework of a contemporary technological advancement: the Internet of Things (IoT). Based on this framework, this paper shows the diffusion of IoT-related aspects in three different dimensions: individuals (demand), environment, and technology offer. The low availability of secure Internet servers, the low widespread rate of Internet adoption, inequalities in access to electricity, and adult illiteracy represent important challenges to be faced in Latin America. These variables directly affect IoT diffusion; thus, this paper also presents further directions in this field. [ABSTRACT FROM AUTHOR]
- Full text View on content provider's site
-
Prentice, Katherine A. and Argyropoulos, Erica K.
Medical Reference Services Quarterly . Apr-Jun2018, Vol. 37 Issue 2, p132-141. 10p.
- Subjects
-
Academic libraries, Medical libraries, Electricity, Interior decoration, Seasons, and Planning techniques
- Abstract
-
The objective of this article is to describe the recent space and furniture utilization study conducted through direct observation at the small, academic-centered Schusterman Library. Student workers from the library’s reference desk monitored two semesters of use and went on to observe a third semester after electrical power upgrades were installed. Extensive use details were collected about where library patrons sat during which parts of the day, and certain areas of the library were ultimately identified as much more active than others. Overall, the information gathered proved useful to library planning and will be valuable to future space initiatives. This article further demonstrates feasible means for any library to implement a similar study with minimal resources. [ABSTRACT FROM AUTHOR]
- Full text View on content provider's site
11. The Gatherer. [2019]
-
Chadwick, Kristi
Library Journal . Nov2019, Vol. 144 Issue 10, p71-71. 1/6p.
- Subjects
-
Fiction, Electromagnetic waves, and Electricity
- Full text
View/download PDF
12. A Symbolic Time-series Data Mining Framework for Analyzing Load Profiles of Electricity Consumption. [2017]
-
I-Chin Wu, Tzu-Li Chen, Guan-Qun Hong, Yen-Ming Chen, and Tzu-Chi Liu
Journal of Library & Information Studies . Dec2017, Vol. 15 Issue 2, p21-44. 24p.
- Subjects
-
Data mining, Energy consumption, Electricity, Time series analysis, Sustainable development, and Economics
- Abstract
-
Electricity is critical for industrial and economic advancement, as well as a driving force for sustainable development. In turn, reducing energy consumption for sustainability and both tracking and managing energy efficiently have become critical challenges. In this research, we analyzed electricity consumption from the perspective of load profiling, which charts variations in electrical load during a specified period in order to track energy consumption of an annealing furnace in a co-operating steel forging plant. We made a preliminary proposal to use a symbolic time-series data mining framework for electricity consumption analysis. First, we adopted a piecewise aggregate approximation (PAA) approach to perform dimension reduction. Then, we refined the distance measure of the symbolic aggregate approximation (SAX) algorithm. SAX is a symbolic representation of time-series for dimensionality reduction and indexing with a lower-bounding distance measure. Our experimental results showed that the dimension reduction method known as PAA can better detect the state of the annealing furnace compared to the fixed feature point (FFP) method. In addition, the refined lower-bounding distance measure proved to be better than the traditional measure for calculating the similarity between energy load profiles. The results can help the plant conduct further normal and abnormal electricity pattern detection. [ABSTRACT FROM AUTHOR]
- Full text View on content provider's site
-
Chen, Kai-Ying and Yeh, Chih-Feng
Behaviour & Information Technology . Sep2017, Vol. 36 Issue 9, p955-969. 15p. 1 Diagram, 7 Charts.
- Subjects
-
Automation, Questionnaires, Smart meters, Diffusion of innovations, Discriminant analysis, Electricity, Mathematical models, Motivation (Psychology), Natural disasters, Nuclear energy, Power resources, Self-efficacy, Theory, Data analysis software, and Economics
- Abstract
-
This study aims to understand factors influencing the intention to adopt smart meters (SM) to save energy in the face of expected increases in electricity costs, stemming from the impact of Taiwan’s plans to increase the proportion of renewable energy in the post-Fukushima era demand. As far as we know, compared to previous relevant studies based on constructs of perceived usefulness, perceived ease of use, and attitudes, this study is the first one based on the application of protection motivation theory (PMT), which uses threat appraisal, coping appraisal, Social Influence, Secondary Data Influence constructs, and control variables to explain the correlation and impact of residential communities’ intention to adopt SM. With 292 valid questionnaires, this study applies SmartPLS 3 software in model analysis, and finds that the impact of coping appraisal variables is more significant than that of threat appraisal variables, while Secondary Data Influence, Age, and Electricity Cost variables have a significant influence on the intention to adopt SM. The relevant results and practical contributions are discussed. [ABSTRACT FROM PUBLISHER]
- Full text
View/download PDF
-
Chang, Yu-Wei, Yang, Hsiao-Wen, and Huang, Mu-Hsuan
Electronic Library . 2017, Vol. 35 Issue 1, p152-166. 15p.
- Subjects
-
Authors, Bibliometrics, Bibliographic databases, Electricity, Patents, and Power resources
- Abstract
-
Purpose The purpose of this study is to analyse and explore the characteristics of patent–paper pairs (PPPs) in the field of fuel cells.Design/methodology/approach The authors used bibliometric analysis to analyse the bibliometric records of PPPs identified from 20,758 papers and 8,112 utility patents between 1991 and 2010.Findings The findings show that the percentages of papers and patents constituting PPPs were low, but an increasing trend was identified in the absolute number of PPPs. Researchers affiliated with research institutions were the primary contributors to PPPs. Countries with the most papers and patents had the most PPPs, exploiting the advantage of dual knowledge creation. Similar growth trends were observed in the numbers of patents approved and papers published. Patents in PPPs were typically produced earlier than the papers in PPPs. On average, patents were applied for approximately four years before papers were published, and patents were approved only approximately four months before papers were published.Research limitations/implications While the study was limited to the PPPs in the field of fuel cells, PPPs analysis can be applied to numerous fields.Originality/value PPPs indicate the coactivity of researchers involved in publishing and patenting. Although this coactivity has been studied, few studies have investigated PPPs. This study helps us better understand the characteristics of papers and patents constituting PPPs, changes in the annual numbers of papers and patents constituting PPPs, delays between papers and patents, as well as individuals, institutions and countries producing numerous PPPs. [ABSTRACT FROM AUTHOR]
- Full text View on content provider's site
-
American Physical Society. (2016: Baltimore, Md.) Annual meeting, Boantza, Victor D., Crease, Robert P., Fisher, Amy., Hunt, Bruce J., and Watts, Iain P.
- Subjects
-
Electricity, Electromagnetic fields, Enlightenment, Heat, Telegraph, Electricity, Electromagnetic fields, Enlightenment, Heat, and Telegraph
- Abstract
-
Audio recording of session B14 of the March 2016 annual meeting of the American Physical Society, held in Baltimore, Maryland in March 2016. This session was chaired by Amy Fisher, University of Puget Sound. Talks (and speakers) include: "Electrical Enlightment: Joseph Priestley's Historical and Experimental Studies of Electricity" (Victor Boantza); "Lomonosov's Electrical Experiments" (Robert Crease); "Priestley's Shadow and Lavoisier's Influence: Electricity and Heat in the Late Eighteenth and Early Nineteenth Centuries" (Amy Fisher); "Broken Circuits? International Scientific Communication on Galvanic Electricity During the Napoleonic Wars" (Iain Watts); "The Bottom Line: Cable Telegraphy and the Rise of Field Theory in the Victorian British Empire" (Bruce Hunt). Topics discussed include Joseph Priestley; electricity; the Enlightenment; Mikhail Lomonosov; Antoine Lavoisier; relationship between heat and electricity; telegraphy; electromagnetic field theory.
- Full text View this record from ArchiveGrid
-
Kleinschafer, Jodie and Morrison, Mark
Journal of Nonprofit & Public Sector Marketing . Oct-Dec2016, Vol. 28 Issue 4, p287-308. 22p. 7 Charts, 1 Graph.
- Subjects
-
Households, Energy management, Market segmentation, Target marketing, and Energy consumption
- Abstract
-
Segmentation is often a complex and costly process, which commonly involves identifying groups with differing attitudes and behaviors or demographics. However, the segments generated may not adequately explain differences between consumers, or it can be difficult to identify households for target marketing, which consequently makes it difficult to use segmentation in practice. In this paper we present segmentation by household type as a simple method of segmentation, accessible to nonprofit organizations with limited resources and able to be employed using a secondary data set or with relatively simple data collection and analysis. Despite its simplicity, our findings show that this form of segmentation differentiates well between segments in terms of their actual electricity use, their past efficiency behaviors and preferences for efficiency programs. The results of focus groups and a survey of 4,000 households reveal, among other things, the effect of having children and of marital status on energy use and efficiency behaviors, the high curtailment but low investment behaviors of single parent households, and the low efficiency behaviors of shared households. [ABSTRACT FROM AUTHOR]
- Full text
View/download PDF
-
CAREY, CRAIG
American Periodicals . 2016, Vol. 26 Issue 2, p130-148. 19p. 5 Black and White Photographs.
- Subjects
-
19th century telegraphy, Spanish-American War, 1898, Yellow journalism, Sensationalism in journalism, Periodicals -- History, War correspondents, Nineteenth century, and History
- Abstract
-
This essay reengages the familiar topic of yellow journalism through the historical and formal discontinuities introduced by electrical telegraphy during the Spanish-American War. It places popular newspapers such as William Randolph Hearst’s New York Journal and Joseph Pulitzer’s New York World in the context of signal-processing technologies such as telegraphy and the wire-based press, which allowed for the manipulation of alphanumeric data through electrical signals. By breaking down the continuities of communication into discrete series and signals, telegraphy created the conditions necessary to coordinate action at a distance through the manipulation of serial data: the signs, signals, and other discrete bits of intelligence that were actively reconstructed by newspapers to produce the continuous spectacle of war news and sensational journalism. [ABSTRACT FROM AUTHOR]
- Full text
View/download PDF
18. Outdoor and Active Tech. [2018]
-
Lamphere, Carly
Online Searcher . May/Jun2018, Vol. 42 Issue 3, p27-30. 4p.
- Subjects
-
Electricity, Exercise, Music, Technology, Virtual reality, and Wearable technology
- Abstract
-
The article presents technology recommendations which can tag along with summer activities for 2018. Fitness trackers and watches, which record heart rate, dieting goals and calories burned during physical activity, are some wearable technology devices. It states that wireless headphones offer users with a workout playlist with no fuss to deal with headphone wires which get tangled up.
- Full text
View/download PDF
19. Subspace Frequency Analysis-Based Field Indices Extraction for Electricity Customer Classification. [2016]
-
MINGHAO PIAO and KEUN HO RYU
ACM Transactions on Information Systems . Feb2016, Vol. 34 Issue 2, p12:1-12:18. 18p.
- Subjects
-
Data extraction, CHARTS, diagrams, etc., Data mining, Electricity, Consumer behavior research, Classification algorithms, and Consumption (Economics)
- Abstract
-
In electricity customer classification, themost important task is to avoid the curse of dimensionality problem, as the consumption diagrams have a large number of dimensions. To avoid the curse of dimensionality problem, field indices (load shape factor) are often used instead of consumption diagrams. Field indices are directly extracted from consumption diagrams according to a predefined formula. Previous studies show that the most important thing for defining such a formula is tofind meaningful time intervals from consumption diagrams. However, the inconvenient thing is that there are still a lack of details to explain how to define such time intervals. In our study, we propose a data mining-based method named SFATIE to support the extraction of field indices. The performance of the proposed method is evaluated by comparing it with other dimensionality reduction methods during the classification. For the classification, most often we have used classification methods like C5.0, SVM, Neural Net, Bayes Net, and Logistic. The experimental results show that our method is better or close to other dimensionality reduction methods. In addition, the experimental results show that our proposed method can produce the good quality of field indices and that these indices can improve the performance of electricity customer classification. [ABSTRACT FROM AUTHOR]
- Full text View on content provider's site
20. Externality valuation of non-renewableeElectricity generation in South Africa - an externe approach [2014]
-
Thopil, George Alex
- 2014.
- Subjects
-
Electricity, Emissions, Externalities, Greenhouse gases, Nuclear, Pollutants, and UCTD
- Full text View this record from ArchiveGrid
Catalog
Books, media, physical & digital resources
- Catalog results include
1 - 20
Next