Abstract

Many disabled people use electric wheelchairs (EWs) in their daily lives. EWs take a considerable amount of time to charge and are less efficient in high-power-demand situations. This paper addresses these two problems using a semiactive hybrid energy storage system (SA-HESS) with a smart energy management system (SEMS). The SA-HESS contained a lithium-ion battery (LIB) and supercapacitor (SC) connected to a DC bus via a bidirectional DC–DC converter. The first task of the proposed SEMS was to charge the SA-HESS rapidly using a fuzzy-logic-controlled charging system. The second task was to reduce the stress of the LIB. The proposed SEMS divided the discharging operation into starting-, normal-, medium-, and high-power currents. The LIB was used in normal conditions, while the SC was mostly utilized during medium-power conditions, such as starting and uphill climbing of the EW. The conjunction of LIB and SC was employed to meet the high-power demand for smooth and reliable operation. A prototype was designed to validate the proposed methodology, and a comparison of the passive hybrid energy management system (P-HESS) and SA-HESS was performed under different driving tracks and loading conditions. The experimental results showed that the proposed system required less charging time and effectively utilized the power of the SC compared with P-HESS.

Highlights

  • There are an estimated 600 million people aged 60 years or older in the world [1].In addition, people disabled due to traffic and lower-limb accidents add another 9 million to the count, with an increasing rate of 500,000 per year

  • Various technologies have been employed for electric wheelchairs (EWs), but their efficiency greatly depends on the characteristics of their energy storage system (ESS) [4,5]

  • This paper proposes a semiactive hybrid energy management system comprised of semiactive hybrid energy storage system (SA-hybrid energy storage system (HESS)) and a smart energy management system (SEMS)

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Summary

Introduction

There are an estimated 600 million people aged 60 years or older in the world [1]. People disabled due to traffic and lower-limb accidents add another 9 million to the count, with an increasing rate of 500,000 per year. The quality of life of elderly or disabled people is restricted. Advancements in different assistive devices, such as wheelchairs, has led to an increase in their range of activities [2]. While using electric wheelchairs (EWs), people want to travel greater distances and reduce the amount of time it takes to charge the battery [3]. Various technologies have been employed for EWs, but their efficiency greatly depends on the characteristics of their energy storage system (ESS) [4,5]. Various ESSs, including lithium-ion batteries (LIBs), lead–acid batteries, and nickel metal hydride batteries, are used in vehicular applications [6,7]

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