Processed data (doi:10.7910/DVN/YJ5SP1)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Document Description

Citation

Title:

Processed data

Identification Number:

doi:10.7910/DVN/YJ5SP1

Distributor:

Harvard Dataverse

Date of Distribution:

2021-07-07

Version:

1

Bibliographic Citation:

Prayas, Energy Group, 2021, "Processed data", https://doi.org/10.7910/DVN/YJ5SP1, Harvard Dataverse, V1, UNF:6:TsczJ+UwLugisbT9PVvjUQ== [fileUNF]

Study Description

Citation

Title:

Processed data

Identification Number:

doi:10.7910/DVN/YJ5SP1

Authoring Entity:

Prayas, Energy Group

Distributor:

Harvard Dataverse

Access Authority:

Prayas, Energy Group

Depositor:

Prayas, Energy Group

Date of Deposit:

2021-07-06

Holdings Information:

https://doi.org/10.7910/DVN/YJ5SP1

Study Scope

Keywords:

Other, electricity, energy, consumption, load, power factor, residential, appliance, air condotioner

Abstract:

eMARC devices installed in Maharashtra and Uttar Pradesh record five parameters, voltage (V), current (A), active power (kW), power factor, and consumption (kWh). Data from both the devices installed in a home (i.e. on main line and on an appliance) is available for the period January 2018 to June 2020. This dataset contains processed data in following three files: 1) Daily consumption data - Daily consumption is calculated from the cumulative kWh data recorded every minute 2)15 minute block-wise load data - 24 hours of the day are divided into 96 15 min blocks, numbered from 0 to 95, and block-wise average load is calculated from active power recorded every minute. 3) Household-Deployment basic info - Basic information about households and deployments like region, household type and deployment type. Please contact us in case detailed data is required.

Notes:

Terms of use The information made available on the dataverse and through the eMARC website is made available on ‘as is where is’ basis. Though reasonable care is taken to provide reliable data, neither Prayas, nor any of its agents, contractors, employees can be held responsible for use of any data or information made available herein. Anybody is welcome to make full use of the information available herein for any non-commercial, academic and research purpose, provided the source of the information is clearly acknowledged. We will highly appreciate if we are intimated of use of this data and a copy of the publication, paper or report using this data is shared with us at esmi_energy@prayaspune.org

Methodology and Processing

Sources Statement

Data Access

Notes:

<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a>

Other Study Description Materials

Related Publications

Citation

Title:

Prayas (Energy Group), ‘eMARC: Insights from smart metering data', blog-series on smart meter data collected under the eMARC initiative, July 2021.

Bibliographic Citation:

Prayas (Energy Group), ‘eMARC: Insights from smart metering data', blog-series on smart meter data collected under the eMARC initiative, July 2021.

File Description--f4877312

File: eMARC daily consumption.tab

  • Number of cases: 111280

  • No. of variables per record: 7

  • Type of File: text/tab-separated-values

Notes:

UNF:6:0TRvHahTeuTc40q1W+fZ2A==

Daily consumption calculated from the cumulative kWh data recorded every minute in the eMARC initiative by Prayas (Energy Group)

File Description--f4877313

File: Household-Deployment basic info.tab

  • Number of cases: 273

  • No. of variables per record: 5

  • Type of File: text/tab-separated-values

Notes:

UNF:6:NWMhhaAA1jlFcNbo7b7Yqw==

Basic information about eMARC host households and deployments like region, household type and deployment type.

Variable Description

List of Variables:

Variables

Region

f4877312 Location:

Variable Format: character

Notes: UNF:6:dICYXyA4mRRMpVubuu9Dmw==

Household type

f4877312 Location:

Variable Format: character

Notes: UNF:6:Etkp8H6QYQ3k041n2tvLOA==

household_id

f4877312 Location:

Variable Format: character

Notes: UNF:6:cItw2ZRE6KP+/8uU0aq4hQ==

Deployment type

f4877312 Location:

Variable Format: character

Notes: UNF:6:BDyxdvI8Gxi21tI17xMTsQ==

deployment_id

f4877312 Location:

Variable Format: character

Notes: UNF:6:iB6KTnnYBxu2jXEgFFqTqQ==

Date

f4877312 Location:

Variable Format: character

Notes: UNF:6:+j7GgawsdLvEOzjaPp4Owg==

Daily consumption (kWh)

f4877312 Location:

Summary Statistics: StDev 3.4374710196026315; Min. 0.0; Max. 44.560058; Valid 111280.0; Mean 3.325086901577175

Variable Format: numeric

Notes: UNF:6:mQNQSKmxk4vGS5QZNYy2mQ==

deploymentid

f4877313 Location:

Variable Format: character

Notes: UNF:6:bALY63CItaluyMeLkIGYXQ==

householdid

f4877313 Location:

Variable Format: character

Notes: UNF:6:e3Q6rK/MK5zK1ht1gwi4aA==

Deploymenttype

f4877313 Location:

Variable Format: character

Notes: UNF:6:+LHE5ZF8fCiDByfmuT8UtA==

Region

f4877313 Location:

Variable Format: character

Notes: UNF:6:1soPu1LDjggEqkGtCRFG6g==

Householdtype

f4877313 Location:

Variable Format: character

Notes: UNF:6:Ab+gUx3PTbgm3DPl+IWTzA==

Other Study-Related Materials

Label:

eMARC load blocks.csv

Text:

24 hours of the day are divided into 96 15 min blocks, numbered from 0 to 95, and block-wise average load is calculated from active power recorded every minute in the eMARC initiative by Prayas (Energy Group)

Notes:

text/csv