Implement a Kalman filter to predict battery SOC

Închis Postat la acum 2 ani S-au achitat serviciile după ce au fost prestate
Închis S-au achitat serviciile după ce au fost prestate

Environment: Raspberry Pi4

Data : Available live on InfluxDB

The aim of this project is to implement a Kalman filter to better predict the State Of Charge of a battery bank. The measurements are done live using sensors which store the data in InfluxDB on the Rasberry.

The system at present is measuring current, voltage and temperature of the battery.

Ah in/out of the battery is calculated and stored together with the other above-mentioned measures.

The outputs needed from the KF are:

• Remaining charge available (%)

• Time to reach the full charge when in charging mode (minutes)

• Time to reach the full discharge when in discharging mode(minutes)

I will be able to support with measurements in CSV format, battery parameters and characteristics. Connecting from remote, I will give access for the final implementation on the device. A bit of training will be then necessary to explain me how it is implemented and how to set the variables to optimize the KF.

Please do not bid for this project if you have no experience with KF.

Python Inginerie electrică Linux Engineering Mathematics

ID Proiect: #31550581

Detalii despre proiect

7 propuneri Proiect la distanță Activ acum 2 ani

7 freelanceri plasează o ofertă medie de 173$ pentru proiect

sajjadtaghvaeifr

Hi, I hope you are doing fine. I am an expert in signal processing, especially in statistical signal processing. I have done lots of projects related to estimation and detection of signals. also I have done lots of pro Mai multe

$140 USD în 7 zile
(51 recenzii)
6.1
kazemmojtama

Hello, I am a PhD candidate in Electrical Engineering (control systems). I'm expert in MATLAB and python programming and by strong mathematical and statistical background, have good flexibility for solve your project. Mai multe

$250 USD în 5 zile
(11 recenzii)
4.4
alamineee

Hi, Dear Employer, At first take my respect. I am a EEE ENGINEER backgrounder. I read your project description. I understand what you want. I can do it and give you 100% satisfactory work. Please leave me on massage o Mai multe

$50 USD în 1 zi
(12 recenzii)
4.1
WritingLabb

Implement a Kalman filter to predict battery SOC I am Minahil Hameed with a vast amount of experience in multiple fields like; Finance & Economics, Accounting & Cost Accounting, Business & Management, Taxation & Audit Mai multe

$30 USD în 1 zi
(1 părere)
0.0
igorsuvorov1

Hi, I'm igorS from Russia. I have a big experience in PHP and building complex systems (backend and frontend). One of my key strengths is performance - that's what all my customers say. I'm faster than the other deve Mai multe

$140 USD în 7 zile
(0 recenzii)
0.0
stalin170296

hello I am Stalin, I can help you with your project, I used Kalman Filter in my tesis "Estimación de Posición y Velocidad en Datos de Posicionamiento Global" from Ecuador

$300 USD în 15 zile
(0 recenzii)
0.0
PowerSystemEng

Hi, I can make a code that use LKF or EKF of battery SOC estimation. this is going to be based on the Matlab or python. as you give me a CSV file of the battery characteristic data, I'm going to make a prognosis code. Mai multe

$300 USD în 10 zile
(0 recenzii)
0.0