Azzeddine Bakdi

1.7k total citations · 1 hit paper
36 papers, 1.3k citations indexed

About

Azzeddine Bakdi is a scholar working on Control and Systems Engineering, Electrical and Electronic Engineering and Automotive Engineering. According to data from OpenAlex, Azzeddine Bakdi has authored 36 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 18 papers in Control and Systems Engineering, 14 papers in Electrical and Electronic Engineering and 8 papers in Automotive Engineering. Recurrent topics in Azzeddine Bakdi's work include Fault Detection and Control Systems (12 papers), Advanced Battery Technologies Research (8 papers) and Maritime Transport Emissions and Efficiency (7 papers). Azzeddine Bakdi is often cited by papers focused on Fault Detection and Control Systems (12 papers), Advanced Battery Technologies Research (8 papers) and Maritime Transport Emissions and Efficiency (7 papers). Azzeddine Bakdi collaborates with scholars based in Norway, Algeria and Saudi Arabia. Azzeddine Bakdi's co-authors include Abdelmalek Kouadri, Erik Vanem, Saad Mekhilef, Ingrid K. Glad, Karim Atif, Brahim Bouzouia, Ouarda Hachour, Abderraouf Maoudj, Abdelfetah Hentout and Samir Abdelmalek and has published in prestigious journals such as Renewable and Sustainable Energy Reviews, Journal of Power Sources and Energy.

In The Last Decade

Azzeddine Bakdi

35 papers receiving 1.2k citations

Hit Papers

1 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Deep learning through LSTM classification and regression for transmission line fault detection, diagnosis and location in large-scale multi-machine power systems

2021 165 citations Azzeddine Bakdi, Karim Atif et al. Measurement profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Azzeddine Bakdi Norway	22	664	397	254	196	188	36	1.3k
Nordin Saad Malaysia	19	879 1.3×	636 1.6×	341 1.3×	190 1.0×	158 0.8×	168	1.6k
Fateme Dinmohammadi United Kingdom	12	550 0.8×	316 0.8×	266 1.0×	108 0.6×	104 0.6×	28	1.2k
Bowen Zhou China	19	506 0.8×	856 2.2×	106 0.4×	170 0.9×	170 0.9×	121	1.5k
Erik Frisk Sweden	26	1.6k 2.4×	227 0.6×	287 1.1×	489 2.5×	296 1.6×	157	2.2k
Teresa Escobet Spain	24	1.4k 2.1×	307 0.8×	240 0.9×	179 0.9×	277 1.5×	89	1.8k
Gianluca Ippoliti Italy	26	1.4k 2.1×	1.2k 3.0×	281 1.1×	128 0.7×	205 1.1×	164	2.4k
Belkacem Ould Bouamama France	24	1.1k 1.7×	560 1.4×	292 1.1×	391 2.0×	121 0.6×	102	1.8k
Rosdiazli Ibrahim Malaysia	22	808 1.2×	490 1.2×	284 1.1×	39 0.2×	233 1.2×	186	1.6k
Óscar Duque-Pérez Spain	23	1.1k 1.7×	754 1.9×	631 2.5×	65 0.3×	175 0.9×	103	2.0k
Bing Zhu China	27	1.4k 2.1×	661 1.7×	202 0.8×	313 1.6×	121 0.6×	99	2.4k

Countries citing papers authored by Azzeddine Bakdi

Since Specialization

Citations

This map shows the geographic impact of Azzeddine Bakdi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Azzeddine Bakdi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Azzeddine Bakdi more than expected).

Fields of papers citing papers by Azzeddine Bakdi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Azzeddine Bakdi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Azzeddine Bakdi. The network helps show where Azzeddine Bakdi may publish in the future.

Co-authorship network of co-authors of Azzeddine Bakdi

This figure shows the co-authorship network connecting the top 25 collaborators of Azzeddine Bakdi. A scholar is included among the top collaborators of Azzeddine Bakdi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Azzeddine Bakdi. Azzeddine Bakdi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Vanem, Erik, et al.. (2024). Statistical Models for Condition Monitoring and State of Health Estimation of Lithium-Ion Batteries for Ships. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 4 indexed citations

Vanem, Erik, et al.. (2024). Data-informed state of health estimation for maritime lithium-ion battery systems using an ensemble of simple linear models. Journal of Marine Engineering & Technology. 1–17.

Vanem, Erik, et al.. (2023). Data-Driven Approaches to Diagnostics and State of Health Monitoring of Maritime Battery Systems. Annual Conference of the PHM Society. 15(1). 4 indexed citations

Nguyen, Dong Trong, et al.. (2023). Verification of collision avoidance algorithms in open sea and full visibility using fuzzy logic. Ocean Engineering. 280. 114455–114455. 4 indexed citations

Bakdi, Azzeddine, et al.. (2022). Multivariable Fractional Polynomials for lithium-ion batteries degradation models under dynamic conditions. Journal of Energy Storage. 52. 104903–104903. 21 indexed citations

Bakdi, Azzeddine & Erik Vanem. (2022). Fullest COLREGs Evaluation Using Fuzzy Logic for Collaborative Decision-Making Analysis of Autonomous Ships in Complex Situations. IEEE Transactions on Intelligent Transportation Systems. 23(10). 18433–18445. 49 indexed citations

Abdelmalek, Samir, et al.. (2022). A class of PSO-tuned controllers in Lorenz chaotic system. Mathematics and Computers in Simulation. 204. 430–449. 6 indexed citations

Vanem, Erik, et al.. (2021). Data-driven state of health modelling—A review of state of the art and reflections on applications for maritime battery systems. Journal of Energy Storage. 43. 103158–103158. 69 indexed citations

Bakdi, Azzeddine, et al.. (2021). AIS-based near-collision database generation and analysis of real collision avoidance manoeuvres. Journal of Navigation. 74(5). 985–1008. 12 indexed citations

10.

Bakdi, Azzeddine, et al.. (2021). Deep learning through LSTM classification and regression for transmission line fault detection, diagnosis and location in large-scale multi-machine power systems. Measurement. 177. 109330–109330. 165 indexed citations breakdown →

11.

Abdelmalek, Samir, et al.. (2020). A Generalized Control Strategy for DC-DC Converters used in DC Microgrid with SWT, PV and FC. 208–213. 1 indexed citations

12.

Bakdi, Azzeddine. (2020). GPVS-Faults: Experimental Data for fault scenarios in grid-connected PV systems under MPPT and IPPT modes. Data Archiving and Networked Services (DANS). 1. 15 indexed citations

13.

Bakdi, Azzeddine, et al.. (2020). Deep Learning and Stochastic Mean-Field Control for a Neural Network Model. SSRN Electronic Journal. 4 indexed citations

14.

Bakdi, Azzeddine, et al.. (2020). Deep Learning and Stochastic Mean-Field Control for a Neural Network Model. SSRN Electronic Journal. 1 indexed citations

15.

Bakdi, Azzeddine, et al.. (2020). Real-time fault detection in PV systems under MPPT using PMU and high-frequency multi-sensor data through online PCA-KDE-based multivariate KL divergence. International Journal of Electrical Power & Energy Systems. 125. 106457–106457. 76 indexed citations

16.

Bakdi, Azzeddine, et al.. (2019). AIS-Based Multiple Vessel Collision and Grounding Risk Identification based on Adaptive Safety Domain. Journal of Marine Science and Engineering. 8(1). 5–5. 65 indexed citations

17.

Bakdi, Azzeddine, et al.. (2019). Nonparametric Kullback-divergence-PCA for intelligent mismatch detection and power quality monitoring in grid-connected rooftop PV. Energy. 189. 116366–116366. 29 indexed citations

18.

Bentarzi, Hamid, et al.. (2019). Comprehensive learning bat algorithm for optimal coordinated tuning of power system stabilizers and static VAR compensator in power systems. Engineering Optimization. 52(10). 1761–1779. 26 indexed citations

19.

Kouadri, Abdelmalek, et al.. (2018). A combined monitoring scheme with fuzzy logic filter for plant-wide Tennessee Eastman Process fault detection. Chemical Engineering Science. 187. 269–279. 36 indexed citations

20.

Bakdi, Azzeddine & Abdelmalek Kouadri. (2017). A new adaptive PCA based thresholding scheme for fault detection in complex systems. Chemometrics and Intelligent Laboratory Systems. 162. 83–93. 59 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact