Annex 21 : scrutiny of electricity billing and supply data as a probable proxy for economic activities : an analysis of power consumption of Dhaka, Bangladesh (draft)

Simple item page
dc.contributor.authorZaber, Moinul
dc.contributor.authorBhyiyan, Farhad
dc.contributor.authorSayeed, Abu
dc.contributor.authorIslam, Samiul
dc.contributor.authorRakib, Nibras
dc.contributor.authorAli, Amin
dc.date.accessioned2018-03-28T18:47:01Z
dc.date.available2018-03-28T18:47:01Z
dc.date.issued2018-03
dc.description.abstractThis case study attempts to provide a load forecasting model to help ascertain short-term electricity demand at the regional level in Bangladesh. To assist policy makers in determining how regulatory decisions impact behavior, consumer level billing data, and power satiation level, supply data such as load variability and load shedding is analyzed. Cleaning the dataset and dealing with outlier values includes such problems as lack of exact household addresses in Dhaka city. The impact of changes in appliance use due to weather or price hikes is examined in order to predict future energy needs of consumers.en
dc.format.mimetypeapplication/pdf
dc.identifier.urihttp://hdl.handle.net/10625/56917
dc.language.isoen
dc.subjectENERGY CONSUMPTIONen
dc.subjectENERGY DEMANDen
dc.subjectELECTRICITY CONSUMPTIONen
dc.subjectCONSUMPTION PATTERNSen
dc.subjectBIG DATAen
dc.subjectBANGLADESH--DHAKAen
dc.subjectCASE STUDIESen
dc.subjectDATA MININGen
dc.subjectSOUTH ASIAen
dc.titleAnnex 21 : scrutiny of electricity billing and supply data as a probable proxy for economic activities : an analysis of power consumption of Dhaka, Bangladesh (draft)en
dc.typeWorking Paperen
idrc.dspace.accessOpen Accessen
idrc.project.componentnumber108008001
idrc.project.number108008
idrc.project.titleLeveraging Mobile Network Big Data for Developmental Policyen
idrc.rims.adhocgroupIDRC SUPPORTEDen

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
56977.pdf
Size:
2.93 MB
Format:
Adobe Portable Document Format
Description:
Annex 21: Scrutiny of Electricity Billing and Supply Data as a Probable Proxy for Economic Activities: An Analysis of Power Consumption of Dhaka, Bangladesh (DRAFT)
Download

Collections

2010-2019 / Années 2010-2019
Data / Données
IDRC Research Results / Résultats de recherches du CRDI
Research Results (I&N) / Résultats de recherches (I&R)
Research Results (INASSA) / Résultats de recherche (IRAAS)
Research Results (Networked Economies) / Résultats de recherche (Économies en réseaux)