2015
DOI: 10.1049/iet-pel.2013.0657
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Neuro‐fuzzy controller for battery equalisation in serially connected lithium battery pack

Abstract: This study presents a non-linear, dynamic control method for equalising battery cell voltages in a serially connected lithium-ion battery system based on an adaptive neuro-fuzzy inference system. By using a combination of neuron networks and fuzzy logic, the optimal control method is obtained by self-learning capability to equalise the current between battery cells. The duty cycle used to control the metal-oxide-semiconductor field-effect transistors in individual battery cell equalisers are changed based on t… Show more

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Cited by 28 publications
(20 citation statements)
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References 21 publications
(39 reference statements)
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“…Hence, a more efficient and rapid balance can be realised. Generally, passive elements such as inductors [11][12][13][14][15], capacitors [16][17][18][19][20], transformers [21][22][23][24][25][26][27][28][29], and their combinations [30,31] are required to achieve the energy transfer. More information on the mathematical model and control of battery equalisation systems is summarised in [32][33][34].…”
Section: Introductionmentioning
confidence: 99%
“…Hence, a more efficient and rapid balance can be realised. Generally, passive elements such as inductors [11][12][13][14][15], capacitors [16][17][18][19][20], transformers [21][22][23][24][25][26][27][28][29], and their combinations [30,31] are required to achieve the energy transfer. More information on the mathematical model and control of battery equalisation systems is summarised in [32][33][34].…”
Section: Introductionmentioning
confidence: 99%
“…Many non-dissipative schemes for higher efficiency were proposed in literature [1,2,3,4,5,6,8,9,10,11,12,13,14]. However, in most of the schemes, the costs are relatively high because each battery cell needs two or more electrical switches [2,5,7,9,10,11,13].…”
Section: Introductionmentioning
confidence: 99%
“…Owing to its advantages, supercapacitors have been employed in various applications such as electric, hybrid electric, and fuel cell vehicles [4][5][6], public transportation [7,8], heavy machinery [9,10], subwatt energy harvester [11], battery hybridisation [3,12,13] etc. Researchers in the field of wireless sensor networks have also proposed using supercapacitors as energy buffers [14][15][16].…”
Section: Introductionmentioning
confidence: 99%