Matches in SemOpenAlex for { <https://semopenalex.org/work/W232460298> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W232460298 abstract "The objective of the SHOWE-IT project is to demonstrate, under real conditions, how advanced ICT components and systems can enable services that help reduce energy and water consumption in social housing across Europe. To achieve this, the project takes a demand-driven approach, prioritizing as starting point an affordable investment per dwelling, and putting in place an integrated and easy replicable ICT-based service. The project expects to achieve an overall energy and water consumption reduction of 20 %. In SHOWE-IT, the main scientific bottleneck is due to the lack of comparative data to estimate the savings, once the technology is put in place. Considering the context of the project, the option that fits better is the CGPG method (Control Group/Pilot Group). The CGPG consists of establishing two groups with the same kind of profile in each location. One group has intervention (pilot group) and the other (control group) have not. The savings are calculated by an indirect comparison between those two groups. A fully automated kriging metamodel is used to estimate the consumptions that would probably correspond to the Pilot Group if there were no ICT treatment. The challenge here is to select automatically the main socio economic variables that better explain these consumptions on the one hand, and increase the model accuracy to make the estimated savings reliable on the other hand. The first results on electricity consumption show an average savings lower than 10% and a confidence interval at 9%. The quantity of data (only two months) explains those results. In fact, we expect the uncertainty to decrease and we hope the estimate savings to increase on duration. However, to optimize the methodology, ongoing works are developed on two points: 1:) The robustness of the methodology since the data contains aberrant observations. 2:) The optimization of the variables selection phase by combining the automated criteria to field expert's knowledge." @default.
- W232460298 created "2016-06-24" @default.
- W232460298 creator A5022547562 @default.
- W232460298 creator A5023932449 @default.
- W232460298 date "2013-09-15" @default.
- W232460298 modified "2023-09-25" @default.
- W232460298 title "Estimation of Energy Savings through a Kriging Metamodel" @default.
- W232460298 hasPublicationYear "2013" @default.
- W232460298 type Work @default.
- W232460298 sameAs 232460298 @default.
- W232460298 citedByCount "0" @default.
- W232460298 crossrefType "journal-article" @default.
- W232460298 hasAuthorship W232460298A5022547562 @default.
- W232460298 hasAuthorship W232460298A5023932449 @default.
- W232460298 hasConcept C119599485 @default.
- W232460298 hasConcept C119857082 @default.
- W232460298 hasConcept C127413603 @default.
- W232460298 hasConcept C134560507 @default.
- W232460298 hasConcept C144024400 @default.
- W232460298 hasConcept C162324750 @default.
- W232460298 hasConcept C166957645 @default.
- W232460298 hasConcept C17744445 @default.
- W232460298 hasConcept C199360897 @default.
- W232460298 hasConcept C199539241 @default.
- W232460298 hasConcept C201995342 @default.
- W232460298 hasConcept C205649164 @default.
- W232460298 hasConcept C206658404 @default.
- W232460298 hasConcept C21547014 @default.
- W232460298 hasConcept C27548731 @default.
- W232460298 hasConcept C2779343474 @default.
- W232460298 hasConcept C2780165032 @default.
- W232460298 hasConcept C2780513914 @default.
- W232460298 hasConcept C30772137 @default.
- W232460298 hasConcept C36289849 @default.
- W232460298 hasConcept C41008148 @default.
- W232460298 hasConcept C42475967 @default.
- W232460298 hasConcept C81692654 @default.
- W232460298 hasConcept C86610423 @default.
- W232460298 hasConcept C94625758 @default.
- W232460298 hasConcept C96250715 @default.
- W232460298 hasConceptScore W232460298C119599485 @default.
- W232460298 hasConceptScore W232460298C119857082 @default.
- W232460298 hasConceptScore W232460298C127413603 @default.
- W232460298 hasConceptScore W232460298C134560507 @default.
- W232460298 hasConceptScore W232460298C144024400 @default.
- W232460298 hasConceptScore W232460298C162324750 @default.
- W232460298 hasConceptScore W232460298C166957645 @default.
- W232460298 hasConceptScore W232460298C17744445 @default.
- W232460298 hasConceptScore W232460298C199360897 @default.
- W232460298 hasConceptScore W232460298C199539241 @default.
- W232460298 hasConceptScore W232460298C201995342 @default.
- W232460298 hasConceptScore W232460298C205649164 @default.
- W232460298 hasConceptScore W232460298C206658404 @default.
- W232460298 hasConceptScore W232460298C21547014 @default.
- W232460298 hasConceptScore W232460298C27548731 @default.
- W232460298 hasConceptScore W232460298C2779343474 @default.
- W232460298 hasConceptScore W232460298C2780165032 @default.
- W232460298 hasConceptScore W232460298C2780513914 @default.
- W232460298 hasConceptScore W232460298C30772137 @default.
- W232460298 hasConceptScore W232460298C36289849 @default.
- W232460298 hasConceptScore W232460298C41008148 @default.
- W232460298 hasConceptScore W232460298C42475967 @default.
- W232460298 hasConceptScore W232460298C81692654 @default.
- W232460298 hasConceptScore W232460298C86610423 @default.
- W232460298 hasConceptScore W232460298C94625758 @default.
- W232460298 hasConceptScore W232460298C96250715 @default.
- W232460298 hasLocation W2324602981 @default.
- W232460298 hasOpenAccess W232460298 @default.
- W232460298 hasPrimaryLocation W2324602981 @default.
- W232460298 hasRelatedWork W1565283420 @default.
- W232460298 hasRelatedWork W1645983705 @default.
- W232460298 hasRelatedWork W2069825100 @default.
- W232460298 hasRelatedWork W2182416643 @default.
- W232460298 hasRelatedWork W2183780522 @default.
- W232460298 hasRelatedWork W2185619562 @default.
- W232460298 hasRelatedWork W221155042 @default.
- W232460298 hasRelatedWork W2288566410 @default.
- W232460298 hasRelatedWork W2317453990 @default.
- W232460298 hasRelatedWork W2340004719 @default.
- W232460298 hasRelatedWork W2408501967 @default.
- W232460298 hasRelatedWork W2801261647 @default.
- W232460298 hasRelatedWork W2948431218 @default.
- W232460298 hasRelatedWork W3094633868 @default.
- W232460298 hasRelatedWork W3113073529 @default.
- W232460298 hasRelatedWork W3210810431 @default.
- W232460298 hasRelatedWork W819826136 @default.
- W232460298 hasRelatedWork W2184955874 @default.
- W232460298 hasRelatedWork W2801133162 @default.
- W232460298 hasRelatedWork W3110840403 @default.
- W232460298 isParatext "false" @default.
- W232460298 isRetracted "false" @default.
- W232460298 magId "232460298" @default.
- W232460298 workType "article" @default.