SlideShare a Scribd company logo
1 of 1
BATTERY STATE ESTIMATION FOR APPLICATIONS IN INTELLIGENT
                                        WAREHOUSES
       When it comes to AGVs (Automated Guide Vehicles) working in intelligent warehouse
systems it is necessary to take into account that the use of batteries may impact the performance
of the overall system. They need to be recharged or changed, and the time required to execute
these operations might interfere in the AGV availability. Therefore, it is necessary to carry out a
battery management procedure to ensure that the batteries have sufficient charges to perform the
desired tasks. This paper describes a method to estimate the Batteries State of Charge (SOC).
The estimated consumption is compared with the SOC obtained by the method. A series of
experiments using mini-robotic forklifts were performed to evaluate the method. The
experimental results have shown its effectiveness using resistive loads. This methodology
allowed estimating the battery consumption for a certain route of the mini-robotic forklift in the
warehouse and verifying the load capacity available for the mini-robotic forklift to accomplish a
task assigned by the warehouse routing system.

More Related Content

Viewers also liked (12)

Caricaturas de barbies
Caricaturas de barbiesCaricaturas de barbies
Caricaturas de barbies
 
Scheda anagrafica associazione o gruppo[1][1]
Scheda anagrafica associazione o gruppo[1][1]Scheda anagrafica associazione o gruppo[1][1]
Scheda anagrafica associazione o gruppo[1][1]
 
Miss Bahrain2006
Miss Bahrain2006Miss Bahrain2006
Miss Bahrain2006
 
Final ppp
Final pppFinal ppp
Final ppp
 
Christmas 2012 national magpie music
Christmas 2012 national magpie musicChristmas 2012 national magpie music
Christmas 2012 national magpie music
 
Apple chart
Apple chartApple chart
Apple chart
 
Capitale - Enciclopedia Einaudi [1982]
Capitale - Enciclopedia Einaudi [1982]Capitale - Enciclopedia Einaudi [1982]
Capitale - Enciclopedia Einaudi [1982]
 
relación de aspirantes OMJ
relación de aspirantes OMJrelación de aspirantes OMJ
relación de aspirantes OMJ
 
Cistella nadal
Cistella nadalCistella nadal
Cistella nadal
 
Fondazione Veronesi mostra interattiva No smoking be happy
Fondazione Veronesi mostra interattiva No smoking be happyFondazione Veronesi mostra interattiva No smoking be happy
Fondazione Veronesi mostra interattiva No smoking be happy
 
Bildungswege in Estland Artur
Bildungswege in Estland ArturBildungswege in Estland Artur
Bildungswege in Estland Artur
 
Sesion fa guadix
Sesion fa guadixSesion fa guadix
Sesion fa guadix
 

Similar to Rt094

African vulture optimizer algorithm based vector control induction motor driv...
African vulture optimizer algorithm based vector control induction motor driv...African vulture optimizer algorithm based vector control induction motor driv...
African vulture optimizer algorithm based vector control induction motor driv...
IJECEIAES
 

Similar to Rt094 (20)

Evaluation of lightweight battery management system with field test of elect...
Evaluation of lightweight battery management system with  field test of elect...Evaluation of lightweight battery management system with  field test of elect...
Evaluation of lightweight battery management system with field test of elect...
 
Development of multiple plug-in electric vehicle mobile charging station usin...
Development of multiple plug-in electric vehicle mobile charging station usin...Development of multiple plug-in electric vehicle mobile charging station usin...
Development of multiple plug-in electric vehicle mobile charging station usin...
 
PPT3.pptx
PPT3.pptxPPT3.pptx
PPT3.pptx
 
Seminar Report on Smart charging strategy for an electric vehicle fleet to r...
Seminar Report  on Smart charging strategy for an electric vehicle fleet to r...Seminar Report  on Smart charging strategy for an electric vehicle fleet to r...
Seminar Report on Smart charging strategy for an electric vehicle fleet to r...
 
Sysc 5302 101079892
Sysc 5302 101079892Sysc 5302 101079892
Sysc 5302 101079892
 
EV-Charging
EV-ChargingEV-Charging
EV-Charging
 
Energy management for hybrid electric vehicles using rule based strategy and...
Energy management for hybrid electric vehicles using rule  based strategy and...Energy management for hybrid electric vehicles using rule  based strategy and...
Energy management for hybrid electric vehicles using rule based strategy and...
 
REDUCTION OF CHARGING TIME OF PLUG-IN ELECTRIC VEHICLE USING SMART CHARGING A...
REDUCTION OF CHARGING TIME OF PLUG-IN ELECTRIC VEHICLE USING SMART CHARGING A...REDUCTION OF CHARGING TIME OF PLUG-IN ELECTRIC VEHICLE USING SMART CHARGING A...
REDUCTION OF CHARGING TIME OF PLUG-IN ELECTRIC VEHICLE USING SMART CHARGING A...
 
A BATTERY CHARGING SYSTEM & APPENDED ZCS (PWM) RESONANT CONVERTER DC-DC BUCK:...
A BATTERY CHARGING SYSTEM & APPENDED ZCS (PWM) RESONANT CONVERTER DC-DC BUCK:...A BATTERY CHARGING SYSTEM & APPENDED ZCS (PWM) RESONANT CONVERTER DC-DC BUCK:...
A BATTERY CHARGING SYSTEM & APPENDED ZCS (PWM) RESONANT CONVERTER DC-DC BUCK:...
 
A battery charging system & appended zcs (pwm) resonant converter dc dc buck ...
A battery charging system & appended zcs (pwm) resonant converter dc dc buck ...A battery charging system & appended zcs (pwm) resonant converter dc dc buck ...
A battery charging system & appended zcs (pwm) resonant converter dc dc buck ...
 
A LabVIEW Model For the Operation and Control Strategy of a Hybrid System
A LabVIEW Model For the Operation and Control Strategy of a Hybrid SystemA LabVIEW Model For the Operation and Control Strategy of a Hybrid System
A LabVIEW Model For the Operation and Control Strategy of a Hybrid System
 
African vulture optimizer algorithm based vector control induction motor driv...
African vulture optimizer algorithm based vector control induction motor driv...African vulture optimizer algorithm based vector control induction motor driv...
African vulture optimizer algorithm based vector control induction motor driv...
 
IRJET- Comparison of GA and PSO Optimization Techniques to Optimal Planning o...
IRJET- Comparison of GA and PSO Optimization Techniques to Optimal Planning o...IRJET- Comparison of GA and PSO Optimization Techniques to Optimal Planning o...
IRJET- Comparison of GA and PSO Optimization Techniques to Optimal Planning o...
 
COORDINATED CONTROL AND ENERGY MANAGEMENT OF DISTRIBUTED GENERATION INVERTERS...
COORDINATED CONTROL AND ENERGY MANAGEMENT OF DISTRIBUTED GENERATION INVERTERS...COORDINATED CONTROL AND ENERGY MANAGEMENT OF DISTRIBUTED GENERATION INVERTERS...
COORDINATED CONTROL AND ENERGY MANAGEMENT OF DISTRIBUTED GENERATION INVERTERS...
 
AUTOMATIC BATTERY HEALTH MONITORINGUSING MACHINE LEARNING FOR E-VEHICLES
AUTOMATIC BATTERY HEALTH MONITORINGUSING MACHINE LEARNING FOR E-VEHICLESAUTOMATIC BATTERY HEALTH MONITORINGUSING MACHINE LEARNING FOR E-VEHICLES
AUTOMATIC BATTERY HEALTH MONITORINGUSING MACHINE LEARNING FOR E-VEHICLES
 
IRJET- Transmission Line Congestion Management using Hybrid Fish-Bee Algorith...
IRJET- Transmission Line Congestion Management using Hybrid Fish-Bee Algorith...IRJET- Transmission Line Congestion Management using Hybrid Fish-Bee Algorith...
IRJET- Transmission Line Congestion Management using Hybrid Fish-Bee Algorith...
 
Mobile Battery Swapping Service for EV
Mobile Battery Swapping Service for EVMobile Battery Swapping Service for EV
Mobile Battery Swapping Service for EV
 
Hierarchical supervisory control system for pe vs participating in frequency ...
Hierarchical supervisory control system for pe vs participating in frequency ...Hierarchical supervisory control system for pe vs participating in frequency ...
Hierarchical supervisory control system for pe vs participating in frequency ...
 
1853
18531853
1853
 
An Implementation of Multimode Operating Capability for Electric Vehicle Char...
An Implementation of Multimode Operating Capability for Electric Vehicle Char...An Implementation of Multimode Operating Capability for Electric Vehicle Char...
An Implementation of Multimode Operating Capability for Electric Vehicle Char...
 

Rt094

  • 1. BATTERY STATE ESTIMATION FOR APPLICATIONS IN INTELLIGENT WAREHOUSES When it comes to AGVs (Automated Guide Vehicles) working in intelligent warehouse systems it is necessary to take into account that the use of batteries may impact the performance of the overall system. They need to be recharged or changed, and the time required to execute these operations might interfere in the AGV availability. Therefore, it is necessary to carry out a battery management procedure to ensure that the batteries have sufficient charges to perform the desired tasks. This paper describes a method to estimate the Batteries State of Charge (SOC). The estimated consumption is compared with the SOC obtained by the method. A series of experiments using mini-robotic forklifts were performed to evaluate the method. The experimental results have shown its effectiveness using resistive loads. This methodology allowed estimating the battery consumption for a certain route of the mini-robotic forklift in the warehouse and verifying the load capacity available for the mini-robotic forklift to accomplish a task assigned by the warehouse routing system.