Review on optimization techniques and role of Artificial Intelligence in home energy management systems

M Nutakki, S Mandava - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
Present advancements in the power systems paved way for introducing the smart grid (SG).
A smart grid is beneficial to consumers which enables the bi-directional flow of information …

Optimization techniques for home energy management: A review

N Qayyum, A Amin, U Jamil… - 2019 2nd International …, 2019 - ieeexplore.ieee.org
Smart Gird is a technology that has brought many advantages with its evolution. Smart Grid
is indispensable as it will lead us towards environmentally sustainable economic growth …

[PDF][PDF] Computer aided molecular design: fundamentals, methods and applications

AI Papadopoulos11, I Tsivintzelis, P Linke… - Chem., Mol. Sci. and …, 2018 - researchgate.net
Nomenclature dt0015 A Helmholtz free energy dt0020 Ak Matrix of number of occurrences of
molecular groups in molecule k dt0025 ACO Ant colony optimization dt0030 ADI Absorption …

Efficient ant colony optimization for computer aided molecular design: Case study solvent selection problem

BH Gebreslassie, UM Diwekar - Computers & Chemical Engineering, 2015 - Elsevier
In this paper, we propose a novel computer-aided molecular design (CAMD) methodology
for the design of optimal solvents based on an efficient ant colony optimization (EACO) …

An Enhanced Particle Swarm Optimization (PSO) Algorithm Employing Quasi-Random Numbers

SK Kannan, U Diwekar - Algorithms, 2024 - mdpi.com
This paper introduces an innovative Particle Swarm Optimization (PSO) Algorithm
incorporating Sobol and Halton random number samplings. It evaluates the enhanced …

A randomly guided firefly algorithm based on elitist strategy and its applications

C Wang, K Liu - IEEE Access, 2019 - ieeexplore.ieee.org
Firefly algorithm (FA) is one of the swarm intelligence algorithms, which is proposed by Yang
in 2008. The standard FA has some disadvantages, such as high computational time …

[PDF][PDF] A review on home automation system with speech recongition and machine learning

N Soni, M Dubey - IJARCSMS, 2017 - academia.edu
Many of the technologies currently used in smart homes can be adapted to meet a number
of needs. By emerging these technologies in homes can eliminate the need of care and …

Optimal design of novel precursor materials for the atomic layer deposition using computer-aided molecular design

M Shahmohammadi, R Mukherjee, CG Takoudis… - Chemical Engineering …, 2021 - Elsevier
Nanomaterials and nanostructures with multi-functional properties found widespread
applications such as electronics, optics, and coatings that can be fabricated using Atomic …

Modelling and analysis of home energy management system using intelligent algorithms

S Yelisetti, R Kumar, V Gupta… - … Conference on Power …, 2020 - ieeexplore.ieee.org
In the Home Energy Management System (HEMS), mathematical optimization has been
approved to be a convincing tool for reducing the energy consumption. This HEMS …

Homogenous multi-agent optimization for process systems engineering problems with a case study of computer aided molecular design

BH Gebreslassie, UM Diwekar - Chemical Engineering Science, 2017 - Elsevier
In this paper, we propose a novel homogenous multi-agent optimization (HMAO) framework
for optimal design of large scale process system engineering problems. The platform is …