Citation: Hossain, M.S.; Islam, K.Z.;
Alharbi, A.G.; Shafiullah, M.; Islam,
M.R.; Fekih, A. Optimal Design of a
Hybrid Solar PV/BG-Powered
Heterogeneous Network.
Sustainability 2022, 14, 2201.
https://doi.org/10.3390/
su14042201
Academic Editor: Adam Smoli ´ nski
Received: 28 December 2021
Accepted: 11 February 2022
Published: 15 February 2022
Publisher’s Note: MDPI stays neutral
with regard to jurisdictional claims in
published maps and institutional affil-
iations.
Copyright: © 2022 by the authors.
Licensee MDPI, Basel, Switzerland.
This article is an open access article
distributed under the terms and
conditions of the Creative Commons
Attribution (CC BY) license (https://
creativecommons.org/licenses/by/
4.0/).
sustainability
Article
Optimal Design of a Hybrid Solar PV/BG-Powered
Heterogeneous Network
Md. Sanwar Hossain
1,
* , Khondoker Ziaul Islam
2,
*, Abdullah G. Alharbi
3
, Md Shafiullah
4
,
Md. Rabiul Islam
5
and Afef Fekih
6
1
Department of Electrical and Electronic Engineering, Bangladesh University of Business and Technology,
Dhaka 1216, Bangladesh
2
Discipline of Information Technology, Murdoch University, Murdoch, WA 6150, Australia
3
Department of Electrical Engineering, Faculty of Engineering, Jouf University, Sakaka 42421, Saudi Arabia;
a.g.alharbi@ieee.org
4
Interdisciplinary Research Center for Renewable Energy and Power Systems, King Fahd University of
Petroleum & Minerals, Dhahran 31261, Saudi Arabia; shafiullah@kfupm.edu.sa
5
School of Electrical, Computer and Telecommunications Engineering, University of Wollongong,
Sydney, NSW 2522, Australia; mrislam@uow.edu.au
6
Department of Electrical and Computer Engineering, University of Louisiana at Lafayette,
Lafayette, LA 70504, USA; afef.fekih@louisiana.edu
* Correspondence: sanwar@bubt.edu.bd (M.S.H.); zia.islam@murdoch.edu.au (K.Z.I.)
Abstract: The increased penetration of renewable energy sources (RESs) along with the rise in
demand for wireless communication had led to the need to deploy cellular base stations powered by
locally accessible RESs. Moreover, networks powered by renewable energy sources have the ability to
reduce the costs of generating electricity, as well as greenhouse gas emissions, thus maintaining the
quality of service (QoS). This paper examines the techno-economic feasibility of developing grid-tied
solar photovoltaic (PV)/biomass generator (BG)-powered heterogeneous networks in Bangladesh,
taking into account the dynamic characteristics of RESs and traffic. To guarantee QoS, each macro and
micro-base station is supplied through a hybrid solar PV/BG coupled with enough energy storage
devices. In contrast, pico and femto BSs are powered through standalone solar PV units due to
their smaller power rating. A hybrid optimization model for electric renewables (HOMER)-based
optimization algorithm is considered to determine the optimum system architecture, economic and
environmental analysis. MATLAB-based Monte-Carlo simulations are used to assess the system’s
throughput and energy efficiency. A new weighted proportional-fair resource method is presented by
trading power consumption and communication latency in non-real-time applications. Performance
analysis of the proposed architecture confirmed its energy efficiency, economic soundness, reliability,
and environmental friendliness. Additionally, the suggested method was shown to increase the
battery life of the end devices.
Keywords: HetNet; green communication; cellular network; solar PV; biomass generator; NRT;
renewable energy
1. Introduction
The telecommunication sector of Bangladesh is growing at an exponential rate due to
the rapid increment in mobile subscribers and the ever-increasing data demand. In other
words, the nation is entering an era of very dense wireless networks with specialized needs
such as tens of Gbps data rates and roughly 10 years of storage lifetime for low-power
Internet of Things (IoT) devices [1,2]. The fast and widespread deployment of cellular
base stations throughout the world has considerably increased energy consumption, thus
depleting fossil fuel reserves and increasing greenhouse emissions (GHG). Furthermore,
improved energy efficiency (EE), strong connection, and very low latency are projected
Sustainability 2022, 14, 2201. https://doi.org/10.3390/su14042201 https://www.mdpi.com/journal/sustainability