Research output per year
Research output per year
| Original language | English |
|---|
| Publisher | Aalborg Universitetsforlag |
|---|---|
| Number of pages | 119 |
| ISBN (Electronic) | 978-87-7573-972-1 |
| DOIs | |
| Publication status | Published - 2021 |
| Series | Ph.d.-serien for Det Ingeniør- og Naturvidenskabelige Fakultet, Aalborg Universitet |
|---|---|
| ISSN | 2446-1636 |
Bibliographical note
PhD supervisor:Prof. Remus Teodorescu, Aalborg University
Assistant PhD supervisor:
Assoc. Prof. Daniel-Ioan Stroe, Aalborg University
Keywords
- Machine learning
- Li-ion batteries
- State of health estimation
- Fuzzy entropy
- Robust estimation
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A review of non-probabilistic machine learning-based state of health estimation techniques for Lithium-ion battery
Sui, X., He, S., Vilsen, S. B., Meng, J., Teodorescu, R. & Stroe, D-I., Oct 2021, In: Applied Energy. 300, 21 p., 117346.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile86 Citations (Scopus)245 Downloads (Pure) -
Fast and Robust Estimation of Lithium-ion Batteries State of Health Using Ensemble Learning
Sui, X., He, S., Vilsen, S. B., Teodorescu, R. & Stroe, D-I., 16 Nov 2021, 2021 IEEE Energy Conversion Congress and Exposition (ECCE). p. 1393-1399 7 p. (IEEE Energy Conversion Congress and Exposition).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
3 Citations (Scopus)8 Downloads (Pure) -
Fuzzy Entropy-based State of Health Estimation for Li-Ion Batteries
Sui, X., He, S., Meng, J., Teodorescu, R. & Stroe, D-I., 2021, In: I E E E Journal of Emerging and Selected Topics in Power Electronics. 9, 4, p. 5125-5137 13 p., 9305691.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile15 Citations (Scopus)137 Downloads (Pure)