MULTI OBJECTIVE OPTIMIZATION OF FIRING ANGLE BASED ON POWER, BATTERY LIFETIME, AND RIPPLE TORQUE FOR REGENERATIVE BRAKING SWITCHED RELUCTANCE MOTORS 5 KW THREE PHASE 12/8 TYPE AS 3 WHEEL DRIVE IN CITY
This paper discusses the optimization of conduction angle to control Switched Reluctance Motor with multi-objective genetic algorithm. This study will compare the optimization of 2 objectives, minimum torque ripple and maximum regenerative power while braking, with 3 optimization objectives, mini...
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id-itb.:588362021-09-06T08:16:41ZMULTI OBJECTIVE OPTIMIZATION OF FIRING ANGLE BASED ON POWER, BATTERY LIFETIME, AND RIPPLE TORQUE FOR REGENERATIVE BRAKING SWITCHED RELUCTANCE MOTORS 5 KW THREE PHASE 12/8 TYPE AS 3 WHEEL DRIVE IN CITY Parandangi, Raeshad Indonesia Final Project SRM, Genetic Algoritm, firing angle, regenerative braking INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/58836 This paper discusses the optimization of conduction angle to control Switched Reluctance Motor with multi-objective genetic algorithm. This study will compare the optimization of 2 objectives, minimum torque ripple and maximum regenerative power while braking, with 3 optimization objectives, minimum torque ripple and maximum battery life from its current fluctuations and regenerative power while braking. Finite Element Method (FEM) was used to obtain the flux linkage and torque characteristics of the SRM. These characteristics will be used to model the SRM drive as a control that will be optimized by genetic algorithms. This SRM drive will also be simulated in a dynamic state after optimization so that torque control and speed control will be used as controllers and e-Trike will be modeled as an SRM load. Comparison is also carried out between optimization of 2 objectives, torque ripple and regenerative power, with optimization of 3 objectives. There is a trade-off between the two optimizations, namely 3 objectives are more concerned with battery life due to lower current fluctuations, while 2 objectives are more concerned with user comfort because the torque ripple is smaller. text |
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This paper discusses the optimization of conduction angle to control
Switched Reluctance Motor with multi-objective genetic algorithm. This study will
compare the optimization of 2 objectives, minimum torque ripple and maximum
regenerative power while braking, with 3 optimization objectives, minimum torque
ripple and maximum battery life from its current fluctuations and regenerative
power while braking. Finite Element Method (FEM) was used to obtain the flux
linkage and torque characteristics of the SRM. These characteristics will be used
to model the SRM drive as a control that will be optimized by genetic algorithms.
This SRM drive will also be simulated in a dynamic state after optimization so that
torque control and speed control will be used as controllers and e-Trike will be
modeled as an SRM load. Comparison is also carried out between optimization of
2 objectives, torque ripple and regenerative power, with optimization of 3
objectives. There is a trade-off between the two optimizations, namely 3 objectives
are more concerned with battery life due to lower current fluctuations, while 2
objectives are more concerned with user comfort because the torque ripple is
smaller. |
format |
Final Project |
author |
Parandangi, Raeshad |
spellingShingle |
Parandangi, Raeshad MULTI OBJECTIVE OPTIMIZATION OF FIRING ANGLE BASED ON POWER, BATTERY LIFETIME, AND RIPPLE TORQUE FOR REGENERATIVE BRAKING SWITCHED RELUCTANCE MOTORS 5 KW THREE PHASE 12/8 TYPE AS 3 WHEEL DRIVE IN CITY |
author_facet |
Parandangi, Raeshad |
author_sort |
Parandangi, Raeshad |
title |
MULTI OBJECTIVE OPTIMIZATION OF FIRING ANGLE BASED ON POWER, BATTERY LIFETIME, AND RIPPLE TORQUE FOR REGENERATIVE BRAKING SWITCHED RELUCTANCE MOTORS 5 KW THREE PHASE 12/8 TYPE AS 3 WHEEL DRIVE IN CITY |
title_short |
MULTI OBJECTIVE OPTIMIZATION OF FIRING ANGLE BASED ON POWER, BATTERY LIFETIME, AND RIPPLE TORQUE FOR REGENERATIVE BRAKING SWITCHED RELUCTANCE MOTORS 5 KW THREE PHASE 12/8 TYPE AS 3 WHEEL DRIVE IN CITY |
title_full |
MULTI OBJECTIVE OPTIMIZATION OF FIRING ANGLE BASED ON POWER, BATTERY LIFETIME, AND RIPPLE TORQUE FOR REGENERATIVE BRAKING SWITCHED RELUCTANCE MOTORS 5 KW THREE PHASE 12/8 TYPE AS 3 WHEEL DRIVE IN CITY |
title_fullStr |
MULTI OBJECTIVE OPTIMIZATION OF FIRING ANGLE BASED ON POWER, BATTERY LIFETIME, AND RIPPLE TORQUE FOR REGENERATIVE BRAKING SWITCHED RELUCTANCE MOTORS 5 KW THREE PHASE 12/8 TYPE AS 3 WHEEL DRIVE IN CITY |
title_full_unstemmed |
MULTI OBJECTIVE OPTIMIZATION OF FIRING ANGLE BASED ON POWER, BATTERY LIFETIME, AND RIPPLE TORQUE FOR REGENERATIVE BRAKING SWITCHED RELUCTANCE MOTORS 5 KW THREE PHASE 12/8 TYPE AS 3 WHEEL DRIVE IN CITY |
title_sort |
multi objective optimization of firing angle based on power, battery lifetime, and ripple torque for regenerative braking switched reluctance motors 5 kw three phase 12/8 type as 3 wheel drive in city |
url |
https://digilib.itb.ac.id/gdl/view/58836 |
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1822275344347955200 |