FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2315594970> ?p ?o ?g. }

• W2315594970 abstract "With the deepening of the reform of the electricity market and rapid development of power industry, advancement of economy and power generation is becoming more and more closely related to each other. Balance between supply and demand is always one of the core issues of regional electricity market research. This paper proposes an electricity generation prediction model in power plant combining statistical methods and neural network in order to improve predictive performance. On the basis of power generation influential factors analysis, first we adopt several statistical methods including ADF test, Granger Causality Model, Error Correction Model and Co-integration Test to investigate the relationship between several variables such as GDP, industrial structure, technological progress, cola production, even the temperature and so on. This step aims at the discovery of possible causes that lead to fluctuations of power generation. Subsequently, an ingenious predictive model using artificial intelligence method, a neural network, is created in numerical prediction of future amount of electricity generation. At last, efficiency results of both operation scale and technology are delivered by resorting to Data Envelopment Analysis (DEA) as post-evaluation. All the data are collected from website of National Bureau of Statistics, with time series in month up to 15 years (1998∼2013). This study is of great significance to estimate the status of future electricity generation, and is of huge support to facilitate future intensification and optimization of resource allocation, which will further enhance operational efficiency." @default.
• W2315594970 created "2016-06-24" @default.
• W2315594970 creator A5005588202 @default.
• W2315594970 creator A5005744006 @default.
• W2315594970 creator A5009453571 @default.
• W2315594970 creator A5046356331 @default.
• W2315594970 creator A5073547159 @default.
• W2315594970 date "2015-08-01" @default.
• W2315594970 modified "2023-09-25" @default.
• W2315594970 title "Regional power generation prediction model and post-evaluation based on coal production and economy status" @default.
• W2315594970 cites W1902482361 @default.
• W2315594970 cites W1995687640 @default.
• W2315594970 cites W1996945734 @default.
• W2315594970 cites W2004479160 @default.
• W2315594970 cites W2025603353 @default.
• W2315594970 cites W2034712987 @default.
• W2315594970 cites W2042221267 @default.
• W2315594970 cites W2066481368 @default.
• W2315594970 cites W2079993475 @default.
• W2315594970 cites W2113191728 @default.
• W2315594970 cites W2143428876 @default.
• W2315594970 cites W2145830976 @default.
• W2315594970 cites W2152785505 @default.
• W2315594970 cites W2479462319 @default.
• W2315594970 doi "https://doi.org/10.1109/icinfa.2015.7279755" @default.
• W2315594970 hasPublicationYear "2015" @default.
• W2315594970 type Work @default.
• W2315594970 sameAs 2315594970 @default.
• W2315594970 citedByCount "0" @default.
• W2315594970 crossrefType "proceedings-article" @default.
• W2315594970 hasAuthorship W2315594970A5005588202 @default.
• W2315594970 hasAuthorship W2315594970A5005744006 @default.
• W2315594970 hasAuthorship W2315594970A5009453571 @default.
• W2315594970 hasAuthorship W2315594970A5046356331 @default.
• W2315594970 hasAuthorship W2315594970A5073547159 @default.
• W2315594970 hasConcept C119599485 @default.
• W2315594970 hasConcept C121332964 @default.
• W2315594970 hasConcept C126255220 @default.
• W2315594970 hasConcept C127413603 @default.
• W2315594970 hasConcept C129824826 @default.
• W2315594970 hasConcept C134560507 @default.
• W2315594970 hasConcept C13736549 @default.
• W2315594970 hasConcept C149782125 @default.
• W2315594970 hasConcept C154945302 @default.
• W2315594970 hasConcept C162324750 @default.
• W2315594970 hasConcept C163258240 @default.
• W2315594970 hasConcept C175444787 @default.
• W2315594970 hasConcept C206658404 @default.
• W2315594970 hasConcept C22088475 @default.
• W2315594970 hasConcept C2778348673 @default.
• W2315594970 hasConcept C33923547 @default.
• W2315594970 hasConcept C41008148 @default.
• W2315594970 hasConcept C423512 @default.
• W2315594970 hasConcept C42475967 @default.
• W2315594970 hasConcept C50644808 @default.
• W2315594970 hasConcept C62520636 @default.
• W2315594970 hasConceptScore W2315594970C119599485 @default.
• W2315594970 hasConceptScore W2315594970C121332964 @default.
• W2315594970 hasConceptScore W2315594970C126255220 @default.
• W2315594970 hasConceptScore W2315594970C127413603 @default.
• W2315594970 hasConceptScore W2315594970C129824826 @default.
• W2315594970 hasConceptScore W2315594970C134560507 @default.
• W2315594970 hasConceptScore W2315594970C13736549 @default.
• W2315594970 hasConceptScore W2315594970C149782125 @default.
• W2315594970 hasConceptScore W2315594970C154945302 @default.
• W2315594970 hasConceptScore W2315594970C162324750 @default.
• W2315594970 hasConceptScore W2315594970C163258240 @default.
• W2315594970 hasConceptScore W2315594970C175444787 @default.
• W2315594970 hasConceptScore W2315594970C206658404 @default.
• W2315594970 hasConceptScore W2315594970C22088475 @default.
• W2315594970 hasConceptScore W2315594970C2778348673 @default.
• W2315594970 hasConceptScore W2315594970C33923547 @default.
• W2315594970 hasConceptScore W2315594970C41008148 @default.
• W2315594970 hasConceptScore W2315594970C423512 @default.
• W2315594970 hasConceptScore W2315594970C42475967 @default.
• W2315594970 hasConceptScore W2315594970C50644808 @default.
• W2315594970 hasConceptScore W2315594970C62520636 @default.
• W2315594970 hasLocation W23155949701 @default.
• W2315594970 hasOpenAccess W2315594970 @default.
• W2315594970 hasPrimaryLocation W23155949701 @default.
• W2315594970 hasRelatedWork W1502048066 @default.
• W2315594970 hasRelatedWork W1522795408 @default.
• W2315594970 hasRelatedWork W1922853985 @default.
• W2315594970 hasRelatedWork W2000484493 @default.
• W2315594970 hasRelatedWork W2072690957 @default.
• W2315594970 hasRelatedWork W2092204819 @default.
• W2315594970 hasRelatedWork W2092613010 @default.
• W2315594970 hasRelatedWork W2107057828 @default.
• W2315594970 hasRelatedWork W2147990030 @default.
• W2315594970 hasRelatedWork W2151624835 @default.
• W2315594970 hasRelatedWork W2370202298 @default.
• W2315594970 hasRelatedWork W2548331077 @default.
• W2315594970 hasRelatedWork W2555468172 @default.
• W2315594970 hasRelatedWork W2786406919 @default.
• W2315594970 hasRelatedWork W2795587327 @default.
• W2315594970 hasRelatedWork W2935877504 @default.
• W2315594970 hasRelatedWork W2995787832 @default.
• W2315594970 hasRelatedWork W3122492912 @default.
• W2315594970 hasRelatedWork W3173084972 @default.
• W2315594970 hasRelatedWork W3199216654 @default.

• next