Adnan Ahmed

Adnan Ahmed
COMSATS University Islamabad | CUI · Department of Computer Science

About

9
Publications
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128
Citations
Introduction
Skills and Expertise

Publications

Publications (9)
Conference Paper
Full-text available
Energy management controller (EMC) is widely adopted for residential load management in smart grid (SG). Its main focus is on minimizing cost with minimal consumer interaction. EMC effectiveness is improved in the context of demand response (DR) program. In the era of demand side management (DSM) EMC plays a significant role in residential energy m...
Chapter
Smart grid is an emerging technology which is considered as an ultimate solution to meet the increasing power demand challenges. Modern communication technologies has enabled the successful implementation of smart grid, which aims at provision of demand side management mechanisms, such as demand response. In this paper, we propose residential load...
Article
Full-text available
In this paper, we propose a demand side management (DSM) scheme in the residential area for electricity cost and peak to average ratio (PAR) alleviation with maximum users’ satisfaction. For this purpose, we implement state-of-the-art algorithms: enhanced differential evolution (EDE)and teacher learning-based optimization (TLBO). Furthermore, we pr...
Conference Paper
The performance and comparative analysis of home energy management controller using three optimization techniques; genetic algorithm (GA), enhanced differential evolution (EDE) and optimal stopping rule (OSR) has been evaluated in this paper. In this regard, a generic system model consisting of home area network, advanced metering infrastructure, h...
Article
Big data represents massive amount of datasets having complex structure. These datasets contain the data in a multidimensional form which is difficult in storing, analyzing and visualizing for futuristic results. In these circumstances, artificial intelligence is used in such a way that a machine can learn the data which can be used to make predict...
Conference Paper
Energy management controller (EMC) is widely adopted for residential load management in smart grid (SG). Its main focus is on minimizing cost with minimal consumer interaction. EMC effectiveness is improved in the context of demand response (DR) program. In the era of demand side management (DSM) EMC plays a significant role in residential energy m...
Conference Paper
A smart grid is a modernized form of the traditional grid. Smart grid benefits both, consumer and energy services provider. Demand side management is one of the key component of smart grid to fulfill consumersi electricity demands in an efficient manner. It helps consumers to manage their load in an effective way to reduce their electricity bill. I...
Thesis
Full-text available
Home energy management controller (HEMC) is an important component for electricity consumer to actively participate in demand response program. It helps the consumer to manage electricity load in an effective way to reduce electricity bill. In this thesis, we design a HEMC based on two heuristic techniques: teaching learning based optimization (TLB...
Conference Paper
Smart grid is an emerging technology which is considered as an ultimate solution to meet the increasing power demand challenges. Modern communication technologies has enabled the successful implementation of smart grid, which aims at provision of demand side management mechanisms, such as demand response. In this paper, we propose residential load...

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