FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3170055315> ?p ?o ?g. }

• W3170055315 endingPage "102839" @default.
• W3170055315 startingPage "102839" @default.
• W3170055315 abstract "Healthcare facilities consume massive amounts of energy. This study outlines a methodology to enhance energy efficiency and solve common problems in hospital cooling-water systems, since hospitals are the most energy-intensive type of building. Building Management Systems (BMS) are a widely used technique to control and monitor all the different energy facilities contained in hospitals. Proper setup and upgrades can resolve inefficiencies and existing problems. The methodology described herein addresses the general cooling system adjustments in three main areas: control system (CS), data acquisition system (DAS), and physical system (PS). An innovative feature incorporated in this methodology is the cooling demand model integrated into the CS, which is capable of forecasting and transmitting a schedule for maximum thermal energy requirements to the BMS a day in advance, thereby anticipating decisions and scheduling energy generation and maintenance operations. During the process of developing the cooling demand model, various machine learning models were trained. This process consisted of searching for low-complexity models using a methodology called GAparsimony. This methodology uses genetic algorithms to search for highly precise, robust models that use a low input. The final model consisted of a weighted combination of Artificial Neural Network (ANN) and Support Vector Regression (SVR) models. The energy savings obtained thanks to this methodology are estimated to be between 7% and 10% per year. The energy plant improved its performance and chiller starts were reduced by 82.5%. It should also be noted that this study was affected by the recommendations for increased ventilation due to the COVID-19 pandemic, which entailed at 22.4% increase in energy consumption in 2020. The methodology was developed and tested successfully in a real hospital BMS between 2017 and 2019; the model was finally integrated in 2020." @default.
• W3170055315 created "2021-06-22" @default.
• W3170055315 creator A5013435243 @default.
• W3170055315 creator A5019283246 @default.
• W3170055315 date "2021-11-01" @default.
• W3170055315 modified "2023-10-17" @default.
• W3170055315 title "An advanced methodology to enhance energy efficiency in a hospital cooling-water system" @default.
• W3170055315 cites W1023118562 @default.
• W3170055315 cites W2012595464 @default.
• W3170055315 cites W2027109892 @default.
• W3170055315 cites W2064469609 @default.
• W3170055315 cites W2311417004 @default.
• W3170055315 cites W2562985521 @default.
• W3170055315 cites W2587347436 @default.
• W3170055315 cites W2605614336 @default.
• W3170055315 cites W2789880759 @default.
• W3170055315 cites W2792147581 @default.
• W3170055315 cites W2884378264 @default.
• W3170055315 cites W2898712297 @default.
• W3170055315 cites W2902533895 @default.
• W3170055315 cites W2920913612 @default.
• W3170055315 cites W3032857945 @default.
• W3170055315 cites W3034362562 @default.
• W3170055315 cites W3118396091 @default.
• W3170055315 cites W3131639726 @default.
• W3170055315 cites W770464002 @default.
• W3170055315 doi "https://doi.org/10.1016/j.jobe.2021.102839" @default.
• W3170055315 hasPublicationYear "2021" @default.
• W3170055315 type Work @default.
• W3170055315 sameAs 3170055315 @default.
• W3170055315 citedByCount "11" @default.
• W3170055315 countsByYear W31700553152021 @default.
• W3170055315 countsByYear W31700553152022 @default.
• W3170055315 countsByYear W31700553152023 @default.
• W3170055315 crossrefType "journal-article" @default.
• W3170055315 hasAuthorship W3170055315A5013435243 @default.
• W3170055315 hasAuthorship W3170055315A5019283246 @default.
• W3170055315 hasBestOaLocation W31700553151 @default.
• W3170055315 hasConcept C105795698 @default.
• W3170055315 hasConcept C111919701 @default.
• W3170055315 hasConcept C119599485 @default.
• W3170055315 hasConcept C121332964 @default.
• W3170055315 hasConcept C127413603 @default.
• W3170055315 hasConcept C154945302 @default.
• W3170055315 hasConcept C186370098 @default.
• W3170055315 hasConcept C200601418 @default.
• W3170055315 hasConcept C206729178 @default.
• W3170055315 hasConcept C21547014 @default.
• W3170055315 hasConcept C21880701 @default.
• W3170055315 hasConcept C2742236 @default.
• W3170055315 hasConcept C2777087718 @default.
• W3170055315 hasConcept C33923547 @default.
• W3170055315 hasConcept C41008148 @default.
• W3170055315 hasConcept C44154836 @default.
• W3170055315 hasConcept C4638862 @default.
• W3170055315 hasConcept C50644808 @default.
• W3170055315 hasConcept C68387754 @default.
• W3170055315 hasConcept C7694927 @default.
• W3170055315 hasConcept C78519656 @default.
• W3170055315 hasConcept C97355855 @default.
• W3170055315 hasConcept C98045186 @default.
• W3170055315 hasConceptScore W3170055315C105795698 @default.
• W3170055315 hasConceptScore W3170055315C111919701 @default.
• W3170055315 hasConceptScore W3170055315C119599485 @default.
• W3170055315 hasConceptScore W3170055315C121332964 @default.
• W3170055315 hasConceptScore W3170055315C127413603 @default.
• W3170055315 hasConceptScore W3170055315C154945302 @default.
• W3170055315 hasConceptScore W3170055315C186370098 @default.
• W3170055315 hasConceptScore W3170055315C200601418 @default.
• W3170055315 hasConceptScore W3170055315C206729178 @default.
• W3170055315 hasConceptScore W3170055315C21547014 @default.
• W3170055315 hasConceptScore W3170055315C21880701 @default.
• W3170055315 hasConceptScore W3170055315C2742236 @default.
• W3170055315 hasConceptScore W3170055315C2777087718 @default.
• W3170055315 hasConceptScore W3170055315C33923547 @default.
• W3170055315 hasConceptScore W3170055315C41008148 @default.
• W3170055315 hasConceptScore W3170055315C44154836 @default.
• W3170055315 hasConceptScore W3170055315C4638862 @default.
• W3170055315 hasConceptScore W3170055315C50644808 @default.
• W3170055315 hasConceptScore W3170055315C68387754 @default.
• W3170055315 hasConceptScore W3170055315C7694927 @default.
• W3170055315 hasConceptScore W3170055315C78519656 @default.
• W3170055315 hasConceptScore W3170055315C97355855 @default.
• W3170055315 hasConceptScore W3170055315C98045186 @default.
• W3170055315 hasFunder F4320310209 @default.
• W3170055315 hasLocation W31700553151 @default.
• W3170055315 hasOpenAccess W3170055315 @default.
• W3170055315 hasPrimaryLocation W31700553151 @default.
• W3170055315 hasRelatedWork W1519982769 @default.
• W3170055315 hasRelatedWork W1731863524 @default.
• W3170055315 hasRelatedWork W2003074450 @default.
• W3170055315 hasRelatedWork W2374876068 @default.
• W3170055315 hasRelatedWork W2542934900 @default.
• W3170055315 hasRelatedWork W2740351043 @default.
• W3170055315 hasRelatedWork W2957758957 @default.
• W3170055315 hasRelatedWork W3127936917 @default.
• W3170055315 hasRelatedWork W4293208466 @default.
• W3170055315 hasRelatedWork W4294531093 @default.

• next