Faculty
Dr. Sannistha Banerjee
Assistant Professor
Alliance School of Applied Engineering
Dr. Sannistha Banerjee has more than 13 years of teaching experience in the Electrical Engineering Department. Awarded PhD in 2024 from the Electrical Engineering Department of the National Institute of Technology Durgapur. Published 15 research articles, including SCI and Scopus indexed journals, IEEE conference proceedings and one book chapter in the field of machine learning-based applications in power systems.
Journal Publication
- Sannistha Banerjee and Partha Sarathee Bhowmik, “A machine learning approach based on decision tree algorithm for classification of transient events in microgrid”, Electrical Engineering, Springer Nature, 105, 2083-2093, https://doi.org/10.1007/s00202-023-01796-5, 2023
- Sannistha Banerjee and Partha Sarathee Bhowmik “Multiclass Transient Events Classification in Hybrid Distribution Network based on Co-training of Fine KNN and Ensemble KNN Classifier”, Smart Science, Taylor & Francis, 11:4, 744-758, https://doi.org/10.1080/23080477.2023.2256531, 2023
- Sannistha Banerjee and Partha Sarathee Bhowmik, “Machine learning based classifiers for dynamic and transient disturbance classification in smart microgrid system”, Measurement, Elsevier, 240, 115576, https://doi.org/10.1016/j.measurement.2024.115576, 2024
- Sannistha Banerjee and Partha Sarathee Bhowmik, “A Comparative Study of Decision Tree based Learner to classify the switching transient disturbance in real microgrid network”, Smart Science, Taylor & Francis, 2024, 13:1, 109-119, https://doi.org/10.1080/23080477.2025.2452047, 2025
- Chandan Jana, Sannistha Banerjee, Subhajit Maur, and Sovan Dalai, “Mathematical Morphology based Sensing of Power System Disturbances using PCA aided Support Vector Machine”, IEEE Sensors Journal, 24:11, 18035-18042, https://doi.org/10.1109/JSEN.2024.3389047, 2023
- Chandan Jana, Sannistha Banerjee, Subhajit Maur, and Sovan Dalai, “Power System Disturbance Classification using CWT Guided Customized AlexNet CNN”, IEEE Sensors Letters, 8:6, 1-4, https://doi.org/10.1109/LSENS.2024.3400903, 2024
- Chandan Jana, Sannistha Banerjee, Subhajit Maur, and Sovan Dalai, “Sensing of Power System Disturbances using CNN-Aided Tailored BiLSTM Model”, IEEE Sensors Journal, 24:21, 35191-35198, https://doi.org/10.1109/JSEN.2024.3459691, 2024
- Chandan Jana, Sannistha Banerjee, Subhajit Maur, and Sovan Dalai, “Customized CNN based classification of power system disturbances using recurrence plots”, Electric Power System Research, Elsevier, 241, 111370, https://doi.org/10.1016/j.epsr.2024.111370, 2025
Conference Proceeding
- Sannistha Banerjee, Partha Sarathee Bhowmik and Aashish Kumar Bohre, "Detection and Location of Fault in Microgrid using Discrete Wavelet Transform based Technique," 2022 IEEE 6th International Conference on Condition Assessment Techniques in Electrical Systems (CATCON), Durgapur, India, 2022, pp. 417-421, https://doi.org/10.1109/CATCON56237.2022.10077697
- Sannistha Banerjee and Partha Sarathee Bhowmik, "Transient Disturbances and Islanding Detection in Micro Grid using Discrete Wavelet Transform," 2020 IEEE Calcutta Conference (CALCON), Kolkata, India, 2020, pp. 396-401, https://doi.org/10.1109/CALCON49167.2020.9106498
- Chandan Jana, Subhajit Maur, Sannistha Banerjee, Sovan Dalai “Wavelet Aided KNN Based Power System Disturbances Classification”, 3rd IEEE Conference on Applied Signal processing (ASPCON 2023), Nov 24-25, 2023, Haldia, WB, India, pp. 306-309, https://doi.org/10.1109/ASPCON59071.2023.10395968
- Chandan Jana, Debolina Pradhan, Sannistha Banerjee, Mousumi Jana Bala, “Optimal Placement of Distributed Generation for Minimization of Power Loss, Carbon Emission and Voltage Deviation Considering Demand Uncertainty”, International Conference on Computer, Electrical & Communication Engineering (ICCECE) 2024, 2nd-3rd February 2024, WB. India, pp. 1-7, https://doi.org/10.1109/ICCECE58645.2024.10497268
- Pintu Das, Chandan Jana, Sannistha Banerjee, Subhajit Maur, Sovan Dalai “Detection and Classification of Power Quality Disturbances in Smart Grids Using Detrended Fluctuation Analysis and SVM Classifier” 2024 IEEE 7th International Conference on Condition Assessment Techniques in Electrical Systems (CATCON), Kolkata, India, 2024, pp. 282-286, doi: 10.1109/CATCON60527.2024.10831993.
Book Chapter
- Sannistha Banerjee, Partha Sarathee Bhowmik, Manika Saha, and Aashish Kumar Bohre "Reliable Protection Scheme for Distributed Generator based Network using KNN and Ensemble Bagged Tree Classifier", Book: Application of Smart Technologies in Power System and Smart Grid. Springer LNEE Series, vol. 1296 (2025), ISSN 1876-1100
Communicated Articles
- Chandan Jana, Sannistha Banerjee, Subhajit Maur, and Sovan Dalai, “Classifying Power System Disturbances with DFA and 1-NN: A Robust Machine Learning Approach”, IEEE Sensors Letters, 2025, Manuscript ID SENSL-25-04-RL-0345
- Pintu Das, Chandan Jana, Sannistha Banerjee, Subhajit Maur, Sovan Dalai, “Deep Learning-Based Detection of Power Quality Disturbances Using Convolutional Neural Networks and Recurrence Plot Techniques in Distribution Network”, Journal of Electrical Engineering & Technology, 2025, Manuscript No. EETE-D-25-00640
- Sannistha Banerjee and Partha Sarathee Bhowmik “Application of Signal Processing based techniques for power system disturbance classification: A review”, Electric Power System Research, Elsevier, 2025, Manuscript No. EPSR-D-25-01731
