Add Project

Clustering Electricity Consumption Patterns with I-nice Approach

Publication Date - 2020-06-14 00:00:00

Project Title : Clustering Electricity Consumption Patterns with I-nice Approach

Publicationed By : Dr. Md Abdul Masud

Project Publication Date : 2020-06-14 00:00:00

Project Online Link :

Project Description :

Funded by Research and Training Center, PSTU. The fiscal year 2019-20. The total Budget 65,000 BTK.

In this study, we use the power consumption of manufacturing factories as load profile data. The load profile data represent power consumption behaviors that may change during the study time. For example, the consumption patterns during public vacation may differ from regular time. An industry sector can consume different power consumption over time. The electricity consumption of an industry sector represents the production figure. The production figure mainly depends on production demand, weather conditions, and public vacation. For discovering the structure of clusters on power consumptions, we use a new data stream clustering algorithm I-niceStream, a I-nice method and recently proposed by us.

Recent Projects

Role of University in the Spatial and Socio-Economic Transformation of the Host Neighborhood: A Study on Dumki Upazila, Patuakhali, Bangladesh
Genetic characterization of Red Chittagong cattle using Y-chromosomal haplotype and loci associated with coat color and beef characteristics.
Recycling of Nutrients from Municipal Organic Waste through Pyrolysis and Composting
SAKTEE project of International Centre for Climate Change and Development (ICCCAD)
Strengthen the Asi@Connect Female Network Engineer:  capacity development program for NREN TechGirl and Future IT Girl (Phase-2)
Capacity development for implementing Edu roam in NRENs
Workshop on Campus Network Design and its Operation
Importance of Community Radio in Family Health and Nutritional Awareness Building among Rural Listeners: Survey and GIS Based Approach
Spatial Analysis of Land Use and Land Cover (LULC) Changes of Bangladesh
Integrating education with consumer behaviour relevant to energy efficiency and climate change at the Universities of Russia, Sri Lanka and Bangladesh