Dipti Srinivasan

219 papers A 5B 57C 14Journal 103Unranked 35
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel multi-sensor fusion method for diagnosing insulation defects in gas-insulated substations guided by adaptive-attention and contrastive-based few-shot learning.
Appl. Soft Comput.
Yanxin Wang, Jing Yan, Zhengrun Zhang, Jianhua Wang, Zhiyuan Liu, Yingsan Geng, Dipti Srinivasan
2026 J jnl
An Evolutionary Ising Optimization Framework for Unconstrained Binary Quadratic Programming.
IEEE Trans. Evol. Comput.
Wujie Fu, Anupam Trivedi, Guanyu Chen, Yuan Gao, Dipti Srinivasan, Aaron J. Danner
2025 B conf
A Bidirectional Gated Recurrent Unit Model for PUE Prediction in Data Centers.
IJCNN
Dhivya Dharshini Kannan, Anupam Trivedi, Dipti Srinivasan
2025 J jnl
A Bidirectional Gated Recurrent Unit Model for PUE Prediction in Data Centers.
CoRR
Dhivya Dharshini Kannan, Anupam Trivedi, Dipti Srinivasan
2025 J jnl
A Class Alignment Multisource Domain Adaptation for Partial Discharge Condition Assessment With Unknown Faults in GIS.
IEEE Internet Things J.
Yanxin Wang, Jing Yan, Zhou Yang, Wenjie Zhang, Jianhua Wang, Yingsan Geng, Dipti Srinivasan
2025 J jnl
Disentangled Interleaving Variational Encoding.
CoRR
Noelle Y. L. Wong, Eng Yeow Cheu, Zhonglin Chiam, Dipti Srinivasan
2025 B conf
Physics-Informed Optimization via Ising Spin System Evolution.
CEC
Wujie Fu, Anupam Trivedi, Dipti Srinivasan, Aaron J. Danner
2024 — conf
A Bilevel Programming Approach to Model the Charge Curve for EV Charging Scheduling at Capacity-Constrained Fast Charging Stations.
ISGT EUROPE
Can Berk Saner, Jaydeep Saha, Dipti Srinivasan
2024 J jnl
A Multi-Module Modeling and Optimization Framework for Integrated Planning and Operation of Electric Bus Shuttle Fleets.
IEEE Trans. Intell. Transp. Syst.
Can Berk Saner, Anupam Trivedi, Dipti Srinivasan
2024 J jnl
A Social Welfare Theory-Inspired Lexicographic Optimal Charging Scheduling Framework for Modular EV Fast Charging Stations.
IEEE Trans. Intell. Transp. Syst.
Can Berk Saner, Jaydeep Saha, Dipti Srinivasan
2024 C conf
Building-Integrated Photovoltaics in Singapore: A Study on Technological, Economic, and Environmental Impact.
iSPEC
Ziyue Qin, Yuanchong Wang, Jian Song, Jiawei Zhao, Noelle Wong Yoke Ling, Can Berk Saner, Dipti Srinivasan
2024 J jnl
Decentralized Optimal Power Flow for Multi-Agent Active Distribution Networks: A Differentially Private Consensus ADMM Algorithm.
IEEE Trans. Smart Grid
Chao Lei, Siqi Bu, Qifan Chen, Qianggang Wang, Qin Wang, Dipti Srinivasan
2024 J jnl
Handling of uncertainty in medical data using machine learning and probability theory techniques: a review of 30 years (1991-2020).
Ann. Oper. Res.
Roohallah Alizadehsani, Mohamad Roshanzamir, Sadiq Hussain, Abbas Khosravi, Afsaneh Koohestani, Mohammad Hossein Zangooei, Moloud Abdar, Adham Beykikhoshk, Afshin Shoeibi, Assef Zare, Maryam Panahiazar, Saeid Nahavandi, Dipti Srinivasan, Amir F. Atiya, U. Rajendra Acharya
2024 J jnl
Mutitask Learning Network for Partial Discharge Condition Assessment in Gas-Insulated Switchgear.
IEEE Trans. Ind. Informatics
Yanxin Wang, Jing Yan, Wenjie Zhang, Zhou Yang, Jianhua Wang, Yingsan Geng, Dipti Srinivasan
2024 J jnl
Optimal Planning of Dual-Zero Microgrid on an Island Toward Net-Zero Carbon Emission.
IEEE Trans. Smart Grid
Hui Li, Zhouyang Ren, Anupam Trivedi, Dipti Srinivasan, Peng Liu
2024 J jnl
Optimal investment by large consumers in an electricity market with generator market power.
Comput. Manag. Sci.
Pranjal Pragya Verma, Mohammad Reza Hesamzadeh, Steffen Rebennack, Derek W. Bunn, K. Shanti Swarup, Dipti Srinivasan
2024 C conf
Variational Representation for Risk Assessment in Aggregated Supply Curve Forecasting: A Case Study in Singapore's Electricity Market.
iSPEC
Noelle Y. L. Wong, Dipti Srinivasan, Eng Yeow Cheu, Zhonglin Chiam
2023 J jnl
A Charge Curve and Battery Management System Aware Optimal Charging Scheduling Framework for Electric Vehicle Fast Charging Stations With Heterogeneous Customer Mix.
IEEE Trans. Intell. Transp. Syst.
Can Berk Saner, Jaydeep Saha, Dipti Srinivasan
2023 J jnl
A Distributed Dual-Optimization Framework for Ancillary-Service Coordination Between MV Microgrids and LV Distribution Networks.
IEEE Syst. J.
Hao Quan, Kumar Utkarsh, Dipti Srinivasan
2023 J jnl
Conference Report on 2022 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2022) [Conference Reports].
IEEE Comput. Intell. Mag.
Ah-Hwee Tan, Dipti Srinivasan, Chunyan Miao
2023 A conf
Effects of Objective Space Normalization in Multi-Objective Evolutionary Algorithms on Real-World Problems.
GECCO
Linjun He, Yang Nan, Hisao Ishibuchi, Dipti Srinivasan
2023 J jnl
Effects of corner weight vectors on the performance of decomposition-based multiobjective algorithms.
Swarm Evol. Comput.
Linjun He, Auraham Camacho, Yang Nan, Anupam Trivedi, Hisao Ishibuchi, Dipti Srinivasan
2023 J jnl
Multi-Objective Optimization Algorithm With Adaptive Resource Allocation for Truck-Drone Collaborative Delivery and Pick-Up Services.
IEEE Trans. Intell. Transp. Syst.
Qizhang Luo, Guohua Wu, Anupam Trivedi, Fangyu Hong, Ling Wang, Dipti Srinivasan
2023 C conf
Preference-Based Nonlinear Normalization for Multiobjective Optimization.
EMO
Linjun He, Yang Nan, Hisao Ishibuchi, Dipti Srinivasan
2023 J jnl
Relation Between Objective Space Normalization and Weight Vector Scaling in Decomposition-Based Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput.
Linjun He, Ke Shang, Yang Nan, Hisao Ishibuchi, Dipti Srinivasan
2023 J jnl
SpinalNet: Deep Neural Network With Gradual Input.
IEEE Trans. Artif. Intell.
Hussain Mohammed Dipu Kabir, Moloud Abdar, Abbas Khosravi, Seyed Mohammad Jafar Jalali, Amir F. Atiya, Saeid Nahavandi, Dipti Srinivasan
2022 J jnl
A Cooperative Hierarchical Multi-Agent System for EV Charging Scheduling in Presence of Multiple Charging Stations.
IEEE Trans. Smart Grid
Can Berk Saner, Anupam Trivedi, Dipti Srinivasan
2022 — conf
A Vehicle and Charging Scheduling Framework for Campus Shuttle Electric Buses.
ISGT Asia
Can Berk Saner, Raymond Ho Chin Wei, Sayed A. R. Alkaff, Lee Wei Zheng, Lee Yu Wei, Anupam Trivedi, Dipti Srinivasan
2022 — conf
An EV Charging Scheduling Methodology to Reduce Demand and Energy Charges in Industrial and Commercial Sites.
ISGT Asia
Can Berk Saner, Anupam Trivedi, Dipti Srinivasan
2022 J jnl
Bayesian Nash Equilibrium in Electricity Spot Markets: An Affine-Plane Approximation Approach.
IEEE Trans. Control. Netw. Syst.
Pranjal Pragya Verma, Mohammad Reza Hesamzadeh, Ross Baldick, Darryl Ross Biggar, Kesanakurthy Shanti Swarup, Dipti Srinivasan
2022 — conf
Distribution Network Congestion Management with Internet Data Centers Using Bi-level Programming.
ISGT Asia
Zhihao Yang, Ming Ni, Haoming Liu, Anupam Trivedi, Dipti Srinivasan
2022 — ed.
IEEE Symposium Series on Computational Intelligence, SSCI 2022, Singapore, December 4-7, 2022
SSCI
Hisao Ishibuchi, Chee-Keong Kwoh, Ah-Hwee Tan, Dipti Srinivasan, Chunyan Miao, Anupam Trivedi, Keeley A. Crockett
2022 — conf
Robust Data-driven Sparse Estimation of Power Flow Sensitivities for Smart Grid Monitoring and Operation.
ISGT Asia
Yingqi Liang, Junbo Zhao, Dhivya Sampath Kumar, Pierluigi Siano, Dipti Srinivasan
2021 J jnl
A Dual-Population-Based Evolutionary Algorithm for Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Mengjun Ming, Anupam Trivedi, Rui Wang, Dipti Srinivasan, Tao Zhang
2021 J jnl
A Survey of Normalization Methods in Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput.
Linjun He, Hisao Ishibuchi, Anupam Trivedi, Handing Wang, Yang Nan, Dipti Srinivasan
2021 J jnl
An Uncertainty-Aware Transfer Learning-Based Framework for COVID-19 Diagnosis.
IEEE Trans. Neural Networks Learn. Syst.
Afshar Shamsi Jokandan, Hamzeh Asgharnezhad, Shirin Shamsi Jokandan, Abbas Khosravi, Parham M. Kebria, Darius Nahavandi, Saeid Nahavandi, Dipti Srinivasan
2021 J jnl
High-Frequency Link Matrix Rectifier in Discontinuous Conduction Mode With Reduced Input Current Distortion.
IEEE Trans. Ind. Electron.
Dongdong Lan, Pritam Das, Cikai Ye, Sanjib Kumar Sahoo, Dipti Srinivasan
2021 A conf
Metric for evaluating normalization methods in multiobjective optimization.
GECCO
Linjun He, Hisao Ishibuchi, Dipti Srinivasan
2021 J jnl
Neural Network Training for Uncertainty Quantification Over Time-Range.
IEEE Trans. Emerg. Top. Comput. Intell.
Hussain Mohammed Dipu Kabir, Abbas Khosravi, Saeid Nahavandi, Dipti Srinivasan
2021 J jnl
Optimal uncertainty-guided neural network training.
Appl. Soft Comput.
Hussain Mohammed Dipu Kabir, Abbas Khosravi, Abdollah Kavousi-Fard, Saeid Nahavandi, Dipti Srinivasan
2021 J jnl
Physical Safety and Cyber Security Analysis of Multi-Agent Systems: A Survey of Recent Advances.
IEEE CAA J. Autom. Sinica
Dan Zhang, Gang Feng, Yang Shi, Dipti Srinivasan
2021 — conf
Power Quality Assessment of Electric Vehicles on the Distribution Networks.
ISGT Asia
Dhivya Sampath Kumar, A. Sharma, V. Arphaphiphatphong, L. J. H. Mervyn, N. Y. Jie, N. T. Yi, Dipti Srinivasan
2021 — conf
Retrieval Practice for Effective Teaching of an Engineering Course.
TALE
Dipti Srinivasan
2020 J jnl
A Survey of Computational Intelligence Techniques for Wind Power Uncertainty Quantification in Smart Grids.
IEEE Trans. Neural Networks Learn. Syst.
Hao Quan, Abbas Khosravi, Dazhi Yang, Dipti Srinivasan
2020 J jnl
An Uncertainty-aware Transfer Learning-based Framework for Covid-19 Diagnosis.
CoRR
Afshar Shamsi Jokandan, Hamzeh Asgharnezhad, Shirin Shamsi Jokandan, Abbas Khosravi, Parham M. Kebria, Darius Nahavandi, Saeid Nahavandi, Dipti Srinivasan
2020 B conf
Dynamic Normalization in MOEA/D for Multiobjective optimization.
CEC
Linjun He, Hisao Ishibuchi, Anupam Trivedi, Dipti Srinivasan
2020 J jnl
Handling of uncertainty in medical data using machine learning and probability theory techniques: A review of 30 years (1991-2020).
CoRR
Roohallah Alizadehsani, Mohamad Roshanzamir, Sadiq Hussain, Abbas Khosravi, Afsaneh Koohestani, Mohammad Hossein Zangooei, Moloud Abdar, Adham Beykikhoshk, Afshin Shoeibi, Assef Zare, Maryam Panahiazar, Saeid Nahavandi, Dipti Srinivasan, Amir F. Atiya, U. Rajendra Acharya
2020 J jnl
Improving Probabilistic Load Forecasting Using Quantile Regression NN With Skip Connections.
IEEE Trans. Smart Grid
Wenjie Zhang, Hao Quan, Oktoviano Gandhi, Ram Rajagopal, Chin-Woo Tan, Dipti Srinivasan
2020 J jnl
Objective Evaluation of Deep Uncertainty Predictions for COVID-19 Detection.
CoRR
Hamzeh Asgharnezhad, Afshar Shamsi Jokandan, Roohallah Alizadehsani, Abbas Khosravi, Saeid Nahavandi, Zahra Alizadeh Sani, Dipti Srinivasan
2020 C conf
Power System Sensitivity Matrix Estimation by Multivariable Least Squares Considering Mitigating Data Saturation.
IECON
Yingqi Liang, Junbo Zhang, Dipti Srinivasan
2020 C conf
SD-LSTM Based Demand Response Framework for Prosumer Energy Management Systems.
IECON
Meruyert Mussakhanova, H. S. V. S. Kumar Nunna, Dipti Srinivasan
2020 J jnl
SpinalNet: Deep Neural Network with Gradual Input.
CoRR
Hussain Mohammed Dipu Kabir, Moloud Abdar, Seyed Mohammad Jafar Jalali, Abbas Khosravi, Amir F. Atiya, Saeid Nahavandi, Dipti Srinivasan
2019 J jnl
An Improved Quantile Regression Neural Network for Probabilistic Load Forecasting.
IEEE Trans. Smart Grid
Wenjie Zhang, Hao Quan, Dipti Srinivasan
2019 J jnl
Distributed Model-Predictive Real-Time Optimal Operation of a Network of Smart Microgrids.
IEEE Trans. Smart Grid
Utkarsh Kumar, Dipti Srinivasan, Anupam Trivedi, Wenjie Zhang, Thomas Reindl
2019 J jnl
Hybrid Planning Method Based on Cost-Benefit Analysis for Smart Charging of Plug-In Electric Vehicles in Distribution Systems.
IEEE Trans. Smart Grid
Rahul Mehta, Dipti Srinivasan, Anupam Trivedi, Jing Yang
2019 J jnl
Information exchange based clustered differential evolution for constrained generation-transmission expansion planning.
Swarm Evol. Comput.
Pranjal Verma, Krishnendu Sanyal, Dipti Srinivasan, K. S. Swarup
2019 J jnl
Optimal Uncertainty-guided Neural Network Training.
CoRR
Hussain Mohammed Dipu Kabir, Abbas Khosravi, Abdollah Kavousi-Fard, Saeid Nahavandi, Dipti Srinivasan
2019 — conf
Reliable Photovoltaic Generation Forecasting via Quantile Determination.
ISGT
Wenjie Zhang, Hao Quan, Oktoviano Gandhi, Dipti Srinivasan
2019 J jnl
The Role of the WCI Community in the IEEE CIM: An Activity Report [Society Briefs].
IEEE Comput. Intell. Mag.
Vesna Sesum-Cavic, Keeley A. Crockett, Sansanee Auephanwiriyakul, Dipti Srinivasan
2018 J jnl
A Decentralized Multi-Agent Approach for Service Restoration in Uncertain Environment.
IEEE Trans. Smart Grid
Anurag Sharma, Dipti Srinivasan, Anupam Trivedi
2018 J jnl
A Review of Uncertainty Handling Techniques in Smart Grid.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Pranjal Verma, Dipti Srinivasan, K. S. Swarup, Rahul Mehta
2018 — conf
Adaptive Learning and Analytics in Engineering Education.
TALE
Rajesh C. Panicker, Akash Kumar, Dipti Srinivasan, Deepu John
2018 J jnl
Asynchronous State Estimation for Discrete-Time Switched Complex Networks With Communication Constraints.
IEEE Trans. Neural Networks Learn. Syst.
Dan Zhang, Qing-Guo Wang, Dipti Srinivasan, Hongyi Li, Li Yu
2018 J jnl
Automated Design of Machine Learning and Search Algorithms [Guest Editorial].
IEEE Comput. Intell. Mag.
Nelishia Pillay, Rong Qu, Dipti Srinivasan, Barbara Hammer, Kenneth Sörensen
2018 J jnl
Distributed Filtering for Discrete-Time T-S Fuzzy Systems With Incomplete Measurements.
IEEE Trans. Fuzzy Syst.
Dan Zhang, Sing Kiong Nguang, Dipti Srinivasan, Li Yu
2018 B conf
Empirical Investigations Into the Composite Differential Evolution on CEC 2017 Constrained Optimization Problems.
SMC
Anupam Trivedi, Dipti Srinivasan
2018 J jnl
Energy Management in Smart Distribution Systems With Vehicle-to-Grid Integrated Microgrids.
IEEE Trans. Smart Grid
H. S. V. S. Kumar Nunna, Swathi Battula, Suryanarayana Doolla, Dipti Srinivasan
2018 — conf
Evaluating teaching effectiveness using quantitative student feedback.
TALE
Mandar A. Chitre, Dipti Srinivasan
2018 J jnl
Introduction to the Issue on Signal and Information Processing for Critical Infrastructures.
IEEE J. Sel. Top. Signal Process.
Deepa Kundur, Javier Contreras, Dipti Srinivasan, Nikolaos Gatsis, Meng Wang, Srinivas Peeta
2018 C conf
Novel Active Rectification for Extended ZVS Operation of Bidirectional Full Bridge DC/DC Converter for Energy Storage Application.
IECON
Satarupa Bal, Dorai Babu Yelaverthi, Akshay Kumar Rathore, Dipti Srinivasan
2018 J jnl
Optimal Type-2 Fuzzy System For Arterial Traffic Signal Control.
IEEE Trans. Intell. Transp. Syst.
Yunrui Bi, Xiaobo Lu, Zhe Sun, Dipti Srinivasan, Zhixin Sun
2018 J jnl
Real-Time Path-Generation and Path-Following Using an Interoperable Multi-Agent Framework.
Unmanned Syst.
Willson Amalraj Arokiasami, Prahlad Vadakkepat, Kay Chen Tan, Dipti Srinivasan
2018 J jnl
Smart Charging Strategies for Optimal Integration of Plug-In Electric Vehicles Within Existing Distribution System Infrastructure.
IEEE Trans. Smart Grid
Rahul Mehta, Dipti Srinivasan, Ashwin M. Khambadkone, Jing Yang, Anupam Trivedi
2017 J jnl
A Consensus-Based Distributed Computational Intelligence Technique for Real-Time Optimal Control in Smart Distribution Grids.
IEEE Trans. Emerg. Top. Comput. Intell.
Utkarsh Kumar, Anupam Trivedi, Dipti Srinivasan, Thomas Reindl
2017 — conf
A MOEA/D with Non-uniform Weight Vector Distribution Strategy for Solving the Unit Commitment Problem in Uncertain Environment.
ACALCI
Anupam Trivedi, Dipti Srinivasan, Kunal Pal, Thomas Reindl
2017 J jnl
A Survey of Multiobjective Evolutionary Algorithms Based on Decomposition.
IEEE Trans. Evol. Comput.
Anupam Trivedi, Dipti Srinivasan, Krishnendu Sanyal, Abhiroop Ghosh
2017 B conf
A unified differential evolution algorithm for constrained optimization problems.
CEC
Anupam Trivedi, Krishnendu Sanyal, Pranjal Verma, Dipti Srinivasan
2017 — conf
An adaptive overcurrent protection scheme for microgrids based on real time digital simulation.
ISGT Asia
Zhang Kailun, Dhivya Sampath Kumar, Dipti Srinivasan, Anurag Sharma
2017 — conf
Competitiveness of reactive power compensation using PV inverter in distribution system.
ISGT Europe
Carlos D. Rodriguez-Gallegos, Thomas Reindl, Oktoviano Gandhi, Dipti Srinivasan
2017 — conf
Congestion management in smart grids using virtual power plants as flexible resources.
ISGT Asia
Min Junhua, H. S. V. Sivanand Kumar, Dipti Srinivasan
2017 — conf
Extending unified differential evolution with a new ensemble of constraint handling techniques.
SSCI
Anupam Trivedi, Nimagna Biswas, Saurajit Chakraborty, Dipti Srinivasan
2017 B conf
Grid ancillary service using distributed computational intelligence based control of renewables and storage systems in a distribution network.
CEC
Utkarsh Kumar, Dipti Srinivasan, Thomas Reindl, Anupam Trivedi
2017 C conf
Hybrid SVM-SOPWM modulation of current-fed three-level inverter for high power application.
IAS
Kulothungan Gnanasambandam, Akshay K. Rathore, Amarendra Edpuganti, Dipti Srinivasan
2017 B conf
Intelligent appliance control algorithm for optimizing user energy demand in smart homes.
CEC
Rahul Mehta, Dipti Srinivasan, Pranjal Verma
2017 J jnl
Leader-Follower Consensus of Multiagent Systems With Energy Constraints: A Markovian System Approach.
IEEE Trans. Syst. Man Cybern. Syst.
Dan Zhang, Zhenhua Xu, Dipti Srinivasan, Li Yu
2017 J jnl
Multiagent-Based Transactive Energy Framework for Distribution Systems With Smart Microgrids.
IEEE Trans. Ind. Informatics
H. S. V. S. Kumar Nunna, Dipti Srinivasan
2017 J jnl
Robust fuzzy-model-based filtering for nonlinear networked systems with energy constraints.
J. Frankl. Inst.
Dan Zhang, Fuwen Yang, Chao Yu, Dipti Srinivasan, Li Yu
2016 B conf
A comparative analysis of centralized and decentralized multi-agent architecture for service restoration.
CEC
Anurag Sharma, Dipti Srinivasan, Dhivya Sampath Kumar
2016 J jnl
A genetic algorithm - differential evolution based hybrid framework: Case study on unit commitment scheduling problem.
Inf. Sci.
Anupam Trivedi, Dipti Srinivasan, Subhodip Biswas, Thomas Reindl
2016 B conf
A multiobjective evolutionary algorithm based on decomposition for unit commitment problem with significant wind penetration.
CEC
Anupam Trivedi, Dipti Srinivasan, Kunal Pal, Thomas Reindl
2016 B conf
A novel hybrid method for planning and allocation of DGs in medium voltage networks considering voltage regulation and relay coordination.
CEC
Dhivya Sampath Kumar, Dipti Srinivasan, Thomas Reindl
2016 B conf
A vehicle-to-grid based reactive power dispatch approach using particle swarm optimization.
CEC
Wenjie Zhang, Pritam Das, Dipti Srinivasan
2016 J jnl
Bidding and Cooperation Strategies for Electricity Buyers in Power Markets.
IEEE Syst. J.
Dipti Srinivasan, Ly Trong Trung, Chanan Singh
2016 C conf
Comprehensive study and analysis of naturally commutated Current-Fed Dual Active Bridge PWM DC/DC converter.
IECON
Satarupa Bal, Akshay K. Rathore, Dipti Srinivasan
2016 C conf
Current-fed multilevel converters: An overview of circuit topologies and modulation techniques.
IAS
K. Gnana Sambandam, Akshay K. Rathore, Amarendra Edpuganti, Dipti Srinivasan
2016 J jnl
Distributed non-fragile filtering in sensor networks with energy constraints.
Inf. Sci.
Dan Zhang, Dipti Srinivasan, Li Yu, Wen-An Zhang, Kexin Xing
2016 J jnl
Fuzzy-Based Multi-Agent System for Distributed Energy Management in Smart Grids.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Bharat Menon Radhakrishnan, Dipti Srinivasan, Rahul Mehta
2016 B conf
Global optimization through randomized group search in contracting regions.
CEC
Chao Yu, Dipti Srinivasan, Qing-Guo Wang
2016 J jnl
Guest Editorial Special Issue on "Neural Networks and Learning Systems Applications in Smart Grid".
IEEE Trans. Neural Networks Learn. Syst.
Dipti Srinivasan, Ganesh Kumar Venayagamoorthy
2016 B conf
Implementation of demand side management of a smart home using multi-agent system.
CEC
Weixian Li, Thillainathan Logenthiran, Wai Lok Woo, Van-Tung Phan, Dipti Srinivasan
2016 B conf
NSGA-II for joint generation and voyage scheduling of an all-electric ship.
CEC
Ce Shang, Dipti Srinivasan, Thomas Reindl
2016 J jnl
Optimal Low Switching Frequency Pulsewidth Modulation of Current-Fed Three-Level Converter for Solar Power Integration.
IEEE Trans. Ind. Electron.
Kulothungan Gnanasambandam, Amarendra Edpuganti, Akshay Kumar Rathore, Dipti Srinivasan, Carlo Cecati, Concettina Buccella
2016 B conf
Optimal charging scheduling of plug-in electric vehicles for maximizing penetration within a workplace car park.
CEC
Rahul Mehta, Dipti Srinivasan, Anupam Trivedi
2016 — conf
Teaching sustainable energy course through real world case studies, projects and simulations.
TALE
Dipti Srinivasan
2016 B conf
Vector directed path generation and tracking for autonomous unmanned aerial/ ground vehicles.
CEC
Willson Amalraj Arokiasami, Prahlad Vadakkepat, Kay Chen Tan, Dipti Srinivasan
2015 J jnl
A Decentralized Multiagent System Approach for Service Restoration Using DG Islanding.
IEEE Trans. Smart Grid
Anurag Sharma, Dipti Srinivasan, Anupam Trivedi
2015 B conf
A Reinforcement learning algorithm for Agent-based Computational Economics (ACE) model of electricity markets.
CEC
Bharat Menon Radhakrishnan, Dipti Srinivasan, Yong Fu Alfred Lau, Balaji Parasumanna Gokulan, Akshay Kumar Rathore, Sanjib Kumar Panda, Ashwin M. Khambadkone
2015 B conf
A multi-objective genetic algorithm for unit commitment with significant wind penetration.
CEC
Anupam Trivedi, Dipti Srinivasan, Thomas Reindl, Chanan Singh
2015 — conf
A smart scheduling strategy for charging and discharging of electric vehicles.
ISGT Asia
Anurag Sharma, Samson Shih, Dipti Srinivasan
2015 B conf
An adaptive fuzzy based relay for protection of distribution networks.
FUZZ-IEEE
Dhivya Sampath Kumar, Bharat Menon Radhakrishnan, Dipti Srinivasan, Thomas Reindl
2015 J jnl
Constructing Optimal Prediction Intervals by Using Neural Networks and Bootstrap Method.
IEEE Trans. Neural Networks Learn. Syst.
Abbas Khosravi, Saeid Nahavandi, Dipti Srinivasan, Rihanna Khosravi
2015 J jnl
Enhanced Multiobjective Evolutionary Algorithm Based on Decomposition for Solving the Unit Commitment Problem.
IEEE Trans. Ind. Informatics
Anupam Trivedi, Dipti Srinivasan, Kunal Pal, Chiranjib Saha, Thomas Reindl
2015 — conf
GIS as a tool for enhancing the optimization of demand side management in residential microgrid.
ISGT Asia
Monika, Dipti Srinivasan, Thomas Reindl
2015 — conf
Hardware-assisted malware detection for embedded systems in smart grid.
ISGT Asia
Congmiao Li, Dipti Srinivasan, Thomas Reindl
2015 J jnl
Hybridizing genetic algorithm with differential evolution for solving the unit commitment scheduling problem.
Swarm Evol. Comput.
Anupam Trivedi, Dipti Srinivasan, Subhodip Biswas, Thomas Reindl
2015 J jnl
Incorporating Wind Power Forecast Uncertainties Into Stochastic Unit Commitment Using Neural Network-Based Prediction Intervals.
IEEE Trans. Neural Networks Learn. Syst.
Hao Quan, Dipti Srinivasan, Abbas Khosravi
2015 J jnl
Multi-agent system for managing distributed energy storage and electrical vehicles.
Intell. Decis. Technol.
Thillainathan Logenthiran, Dipti Srinivasan
2015 — conf
Multi-objective siting and sizing of E charging stations in the distribution system.
ISGT Asia
Anupam Trivedi, R. Bharat Menon, Dipti Srinivasan, Anurag Sharma, Wong Fong Dong Nicholas
2015 C conf
Naturally commutated current-fed three-phase bidirectional soft-switching DC-DC converter with new modulation technique.
IAS
Satarupa Bal, Akshay K. Rathore, Dipti Srinivasan
2015 — conf
Optimal distributed generation allocation using evolutionary algorithms in meshed network.
ISGT Asia
Dhivya Sampath Kumar, Tianyi Han, Dipti Srinivasan, Thomas Reindl, U. J. Shenoy
2015 — conf
Particle swarm optimization for demand side management in smart grid.
ISGT Asia
Thillainathan Logenthiran, Dipti Srinivasan, Ei Phyu
2015 — conf
Real-time display of data from a smart-grid on geographical map using a GIS tool and its role in optimization of game theory.
ISGT Asia
Monika, Dipti Srinivasan, Thomas Reindl
2015 — conf
Real-time scheduling of time-shiftable loads in smart grid with dynamic pricing and photovoltaic power generation.
ISGT Asia
Congmiao Li, Dipti Srinivasan, Thomas Reindl
2014 C conf
High-frequency soft-switching LCC resonant current-fed DC/DC converter with high voltage gain for DC microgrid application.
IECON
Devendra Patii, Akshay K. Rathore, Dipti Srinivasan, Sanjib Kumar Panda
2014 — conf
Market based multi-agent control of microgrid.
ISSNIP
Rahul Mehta, R. Bharat Menon, Dipti Srinivasan, Sanjib Kumar Panda, Akshay Kumar Rathore
2014 J jnl
Modified Symbiotic Evolutionary Learning for Type-2 Fuzzy System.
IEEE Syst. J.
Balaji Parasumanna Gokulan, Dipti Srinivasan
2014 J jnl
Particle swarm optimization for construction of neural network-based prediction intervals.
Neurocomputing
Hao Quan, Dipti Srinivasan, Abbas Khosravi
2014 J jnl
Short-Term Load and Wind Power Forecasting Using Neural Network-Based Prediction Intervals.
IEEE Trans. Neural Networks Learn. Syst.
Hao Quan, Dipti Srinivasan, Abbas Khosravi
2014 J jnl
Type-2 fuzzy multi-intersection traffic signal control with differential evolution optimization.
Expert Syst. Appl.
Yunrui Bi, Dipti Srinivasan, Xiaobo Lu, Zhe Sun, Weili Zeng
2013 J jnl
A hybrid intelligent model based on recurrent neural networks and excitable dynamics for price prediction in deregulated electricity market.
Eng. Appl. Artif. Intell.
V. Sharma, Dipti Srinivasan
2013 — conf
A reinforcement learning algorithm developed to model GenCo strategic bidding behavior in multidimensional and continuous state and action spaces.
ADPRL
A. Y. F. Lau, Dipti Srinivasan, Thomas Reindl
2013 — conf
Construction of neural network-based prediction intervals for short-term electrical load forecasting.
CIASG
Hao Quan, Dipti Srinivasan, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2013 — conf
Forecasting Solar and Wind data using Dynamic Neural Network Architectures for a Micro-Grid ensemble.
CIASG
Shivangi Gupta, Dipti Srinivasan, Thomas Reindl
2013 — conf
Freeway ramp metering by macroscopic traffic scheduling with particle swarm optimization.
CIVTS
Xinjie Zhao, Jianxin Xu, Dipti Srinivasan
2013 — conf
Fuzzy logic decision-making in multi-agent systems for smart grids.
CIASG
R. Bharat Menon, Sangeetha. B. Menon, Dipti Srinivasan, Lakhmi C. Jain
2013 J jnl
Multi-agent modeling for solving profit based unit commitment problem.
Appl. Soft Comput.
Deepak Sharma, Anupam Trivedi, Dipti Srinivasan, Thillainathan Logenthiran
2013 — conf
Single intersection signal control based on Type-2 fuzzy logic.
CIVTS
Yunrui Bi, Dipti Srinivasan, Xiaobo Lu, Zhe Sun
2012 B conf
Construction of neural network-based prediction intervals using particle swarm optimization.
IJCNN
Hao Quan, Dipti Srinivasan, Abbas Khosravi
2012 J jnl
Demand Side Management in Smart Grid Using Heuristic Optimization.
IEEE Trans. Smart Grid
Thillainathan Logenthiran, Dipti Srinivasan, Tan Zong Shun
2012 B conf
Multi-objectivization of short-term unit commitment under uncertainty using evolutionary algorithm.
IEEE Congress on Evolutionary Computation
Anupam Trivedi, Deepak Sharma, Dipti Srinivasan
2012 J jnl
Multiagent System for Real-Time Operation of a Microgrid in Real-Time Digital Simulator.
IEEE Trans. Smart Grid
Thillainathan Logenthiran, Dipti Srinivasan, Ashwin M. Khambadkone, Htay Nwe Aung
2012 B conf
Optimal sizing of Distributed Energy Resources for integrated microgrids using Evolutionary Strategy.
IEEE Congress on Evolutionary Computation
Thillainathan Logenthiran, Dipti Srinivasan, Ashwin M. Khambadkone, T. Sundar Raj
2011 J jnl
A SOM-based hybrid linear-neural model for short-term load forecasting.
Neurocomputing
Vineet Yadav, Dipti Srinivasan
2011 B conf
A modified hybrid particle swarm optimization approach for unit commitment.
IEEE Congress on Evolutionary Computation
Le Thanh Xuan Yen, Deepak Sharma, Dipti Srinivasan, Pindoriya Naran Manji
2011 B conf
Co-evolutionary bidding strategies for buyers in electricity power markets.
IEEE Congress on Evolutionary Computation
Dipti Srinivasan, Ly Trong Trung
2011 B conf
Hybrid model incorporating multiple scale dynamics for time series forecasting.
IJCNN
Vishal Sharma, Dipti Srinivasan
2011 B conf
Hybrid neural-evolutionary model for electricity price forecasting.
IJCNN
Dipti Srinivasan, Zhang Guofan, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2011 B conf
Improved multi-objective evolutionary algorithm for day-ahead thermal generation scheduling.
IEEE Congress on Evolutionary Computation
Anupam Trivedi, Naran M. Pindoriya, Dipti Srinivasan, Deepak Sharma
2011 B conf
LRGA for solving profit based generation scheduling problem in competitive environment.
IEEE Congress on Evolutionary Computation
Thillainathan Logenthiran, Dipti Srinivasan
2011 B conf
Multi-agent approach for profit based unit commitment.
IEEE Congress on Evolutionary Computation
Deepak Sharma, Dipti Srinivasan, Anupam Trivedi
2011 B conf
Optimizing the quality of bootstrap-based prediction intervals.
IJCNN
Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Dipti Srinivasan
2011 J jnl
Type-2 fuzzy logic based urban traffic management.
Eng. Appl. Artif. Intell.
P. G. Balaji, Dipti Srinivasan
2010 J jnl
A B-spline network based neural controller for power electronic applications.
Neurocomputing
Heng Deng, Dipti Srinivasan, Ramesh Oruganti
2010 B conf
A spiking neural network based on temporal encoding for electricity price time series forecasting in deregulated markets.
IJCNN
Vishal Sharma, Dipti Srinivasan
2010 J jnl
Design and application of neural networks and intelligent learning systems.
Neurocomputing
Dipti Srinivasan, Robert J. Howlett, Ignac Lovrek, Lakhmi C. Jain, Chee Peng Lim
2010 J jnl
Distributed Geometric Fuzzy Multiagent Urban Traffic Signal Control.
IEEE Trans. Intell. Transp. Syst.
Balaji Parasumanna Gokulan, Dipti Srinivasan
2010 B conf
Fuzzy logic controller for freeway ramp metering with particle swarm optimization and PARAMICS simulation.
FUZZ-IEEE
Jianxin Xu, Xinjie Zhao, Dipti Srinivasan
2010 J jnl
Incorporating the Notion of Relative Importance of Objectives in Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Lily Rachmawati, Dipti Srinivasan
2010 B conf
Incorporation of imprecise goal vectors into evolutionary multi-objective optimization.
IEEE Congress on Evolutionary Computation
Lily Rachmawati, Dipti Srinivasan
2010 J jnl
Multi-Agent System in Urban Traffic Signal Control.
IEEE Comput. Intell. Mag.
Balaji Parasumanna Gokulan, Dipti Srinivasan
2009 J jnl
Computational intelligence-based congestion prediction for a dynamic urban street network.
Neurocomputing
Dipti Srinivasan, Chee Wai Chan, P. G. Balaji
2009 B conf
Distributed multi-agent type-2 fuzzy architecture for urban traffic signal control.
FUZZ-IEEE
Balaji Parasumanna Gokulan, Dipti Srinivasan
2009 J jnl
Experience teaching a graduate level course in evolutionary computation.
IEEE Comput. Intell. Mag.
Dipti Srinivasan
2009 J jnl
Multiobjective Evolutionary Algorithm With Controllable Focus on the Knees of the Pareto Front.
IEEE Trans. Evol. Comput.
Lily Rachmawati, Dipti Srinivasan
2008 J jnl
A Simple Control Method for High-Performance UPS Inverters Through Output-Impedance Reduction.
IEEE Trans. Ind. Electron.
Heng Deng, Ramesh Oruganti, Dipti Srinivasan
2008 B conf
Coordination in distributed multi-agent system using type-2 fuzzy decision systems.
FUZZ-IEEE
P. G. Balaji, Dipti Srinivasan, Chen-Khong Tham
2008 J jnl
Efficient Fuzzy Evolutionary Algorithm-Based Approach for Solving the Student Project Allocation Problem.
IEEE Trans. Educ.
Dipti Srinivasan, Lily Rachmawati
2008 J jnl
Energy demand prediction using GMDH networks.
Neurocomputing
Dipti Srinivasan
2008 J jnl
Evolving cooperative bidding strategies in a power market.
Appl. Intell.
Dipti Srinivasan, Dakun Woo
2008 B conf
Multi-Objective Evolutionary Algorithm -assisted automated parallel parking.
IEEE Congress on Evolutionary Computation
Lily Rachmawati, Dipti Srinivasan
2008 J jnl
Neural Controller for UPS Inverters Based on B-Spline Network.
IEEE Trans. Ind. Electron.
Heng Deng, Ramesh Oruganti, Dipti Srinivasan
2008 J jnl
Reduced multivariate polynomial-based neural network for automated traffic incident detection.
Neural Networks
Dipti Srinivasan, Vishal Sharma, Kar-Ann Toh
2007 B conf
A Dual layered PSO Algorithm for evolving an Artificial Neural Network controller.
IEEE Congress on Evolutionary Computation
V. Subrarnanyam, Dipti Srinivasan, R. Oniganti
2007 B conf
A Reduced Multivariate Polynomial Based Neural Network Model Pattern Classifier for Freeway Incident Detection.
IJCNN
Dipti Srinivasan, Vishal Sharma
2007 B conf
A hybrid evolutionary algorithm for dynamic route planning.
IEEE Congress on Evolutionary Computation
Lai Wei Lup, Dipti Srinivasan
2007 — book
Advances in Evolutionary Computing for System Design
Advances in Evolutionary Computing for System Design
Lakhmi C. Jain, Vasile Palade, Dipti Srinivasan
2007 J jnl
Analysis and Design of Iterative Learning Control Strategies for UPS Inverters.
IEEE Trans. Ind. Electron.
Heng Deng, Ramesh Oruganti, Dipti Srinivasan
2007 B conf
Co-Evolutionary algorithms for evolving buyers' bidding strategies in an electrival power market.
IEEE Congress on Evolutionary Computation
Dipti Srinivasan, Chen-Khong Tham, Chengyu Wu
2007 — ch.
Distributed Problem Solving using Evolutionary Learning in Multi-Agent Systems.
Advances in Evolutionary Computing for System Design
Dipti Srinivasan, Min Chee Choy
2007 B conf
Evolutionary computation and economic time series forecasting.
IEEE Congress on Evolutionary Computation
Dipti Srinivasan, Vishal Sharma
2007 B conf
Genetic Algorithm based route planner for large urban street networks.
IEEE Congress on Evolutionary Computation
Suranga Chandima Nanayakkara, Dipti Srinivasan, Lai Wei Lup, Xavier German, Elizabeth A. Taylor, S. H. Ong
2007 — ch.
Hyperbolic Function Networks for Pattern Classification.
Trends in Neural Computation
Kar-Ann Toh, Quoc-Long Tran, Dipti Srinivasan
2007 B conf
Multi-agent System based Urban Traffic Management.
IEEE Congress on Evolutionary Computation
P. G. Balaji, G. Sachdeva, Dipti Srinivasan, Chen-Khong Tham
2007 B conf
Uncertainties reducing Techniques in evolutionary computation.
IEEE Congress on Evolutionary Computation
P. G. Balaji, Dipti Srinivasan, Chen-Khong Tham
2006 — conf
A Bimodal Palmprint Verification System.
ICB
Tai-Kia Tan, Cheng-Leong Ng, Kar-Ann Toh, How-Lung Eng, Wei-Yun Yau, Dipti Srinivasan
2006 B conf
A Multi-Objective Genetic Algorithm with Controllable Convergence on Knee Regions.
IEEE Congress on Evolutionary Computation
Lily Rachmawati, Dipti Srinivasan
2006 A conf
A multi-objective evolutionary algorithm with weighted-sum niching for convergence on knee regions.
GECCO
Lily Rachmawati, Dipti Srinivasan
2006 A conf
An efficient multi-objective evolutionary algorithm with steady-state replacement model.
GECCO
Dipti Srinivasan, Lily Rachmawati
2006 B conf
Evolving Cooperative Bidding Strategies in a Power Market.
IEEE Congress on Evolutionary Computation
Dipti Srinivasan, Kong Wei Lye, Dakun Woo
2006 A conf
Evolving cooperative behavior in a power market.
GECCO
Dipti Srinivasan, Dakun Woo, Lily Rachmawati, Kong Wei Lye
2006 B conf
Hybrid Neuro-Fuzzy Technique for Automated Traffic Incident Detection.
IJCNN
Dipti Srinivasan, Saptak Sanyal, Woei Wan Tan
2006 J jnl
Neural Networks for Continuous Online Learning and Control.
IEEE Trans. Neural Networks
Min Chee Choy, Dipti Srinivasan, Ruey Long Cheu
2006 J jnl
Neural Networks for Real-Time Traffic Signal Control.
IEEE Trans. Intell. Transp. Syst.
Dipti Srinivasan, Min Chee Choy, Ruey Long Cheu
2006 B conf
Preference Incorporation in Multi-objective Evolutionary Algorithms: A Survey.
IEEE Congress on Evolutionary Computation
Lily Rachmawati, Dipti Srinivasan
2005 C conf
A Hybrid Fuzzy Evolutionary Algorithm for A Multi-Objective Resource Allocation Problem.
HIS
Lily Rachmawati, Dipti Srinivasan
2005 J jnl
Adaptive neural network models for automatic incident detection on freeways.
Neurocomputing
Dipti Srinivasan, Xin Jin, Ruey Long Cheu
2005 J jnl
An empirical comparison of nine pattern classifiers.
IEEE Trans. Syst. Man Cybern. Part B
Quoc-Long Tran, Kar-Ann Toh, Dipti Srinivasan, K. L. Wong, Qiu-Cen Low Shaun
2005 B conf
Heuristics-based evolutionary algorithm for solving unit commitment and dispatch.
Congress on Evolutionary Computation
Dipti Srinivasan, Jerome Chazelas
2005 J jnl
Nonlinear function controller: a simple alternative to fuzzy logic controller for a power electronic converter.
IEEE Trans. Ind. Electron.
Kanakasabai Viswanathan, Ramesh Oruganti, Dipti Srinivasan
2005 — ch.
Particle Swarm Inspired Evolutionary Algorithm (PS-EA) for Multi-Criteria Optimization Problems.
Evolutionary Multiobjective Optimization
Dipti Srinivasan, Tian Hou Seow
2004 J jnl
Benchmarking a Reduced Multivariate Polynomial Pattern Classifier.
IEEE Trans. Pattern Anal. Mach. Intell.
Kar-Ann Toh, Quoc-Long Tran, Dipti Srinivasan
2004 B conf
Design and analysis of SISO fuzzy logic controller for power electronic converters.
FUZZ-IEEE
Kanakasabai Viswanathan, Dipti Srinivasan, Ramesh Oruganti
2004 J jnl
Evaluation of adaptive neural network models for freeway incident detection.
IEEE Trans. Intell. Transp. Syst.
Dipti Srinivasan, Xin Jin, Ruey Long Cheu
2004 B conf
Evolutionary fuzzy multi-objective routing for wireless mobile ad hoc networks.
IEEE Congress on Evolutionary Computation
Shivanajay Marwaha, Dipti Srinivasan, Chen-Khong Tham, Athanasios V. Vasilakos
2004 B conf
Excerpts of research in brain sciences and neural networks in Singapore.
IJCNN
Jagath C. Rajapakse, Dipti Srinivasan, Meng Joo Er, Guang-Bin Huang, Lipo Wang
2003 J jnl
Cooperative, hybrid agent architecture for real-time traffic signal control.
IEEE Trans. Syst. Man Cybern. Part A
Min Chee Choy, Dipti Srinivasan, Ruey Long Cheu
2003 C conf
Evolving Feedforward Neural Network for Harmonics Signature Identification.
HIS
W. S. Ng, Dipti Srinivasan, A. C. Liew
2003 J jnl
Guest Editorial: IEEE 5th international conference on intelligent transportation systems papers.
IEEE Trans. Intell. Transp. Syst.
Ruey Long Cheu, Dipti Srinivasan, Der-Horng Lee
2003 B conf
Particle swarm inspired evolutionary algorithm (PS-EA) for multiobjective optimization problems.
IEEE Congress on Evolutionary Computation
Dipti Srinivasan, Tian Hou Seow
2003 — conf
Particle swarm optimization-based approach for generator maintenance scheduling.
SIS
Chin Aik Koay, Dipti Srinivasan
2003 — conf
Traffic incident detection using particle swarm optimization.
SIS
Dipti Srinivasan, Wee Hoon Loo, Ruey Long Cheu
2002 — conf
A novel routing protocol using mobile agents and reactive route discovery for ad hoc wireless networks.
ICON
Shivanajay Marwaha, Chen-Khong Tham, Dipti Srinivasan
2002 B conf
A universal fuzzy controller for a non-linear power electronic converter.
FUZZ-IEEE
Kanakasabai Viswanathan, Dipti Srinivasan, Ramesh Oruganti
2002 B conf
Automated time table generation using multiple context reasoning for university modules.
IEEE Congress on Evolutionary Computation
Dipti Srinivasan, Tian Hou Seow, Jianxin Xu
2002 B conf
Hybrid cooperative agents with online reinforcement learning for traffic control.
FUZZ-IEEE
Min Chee Choy, Dipti Srinivasan, Ruey Long Cheu
2002 B conf
Mobile agents based routing protocol for mobile ad hoc networks.
GLOBECOM
Shivanajay Marwaha, Chen-Khong Tham, Dipti Srinivasan
2001 J jnl
Classification of freeway traffic patterns for incident detection using constructive probabilistic neural networks.
IEEE Trans. Neural Networks
Xin Jin, Dipti Srinivasan, Ruey Long Cheu
2001 C conf
Flexible Generator Maintenance Scheduling in a Practical System Using Fuzzy Logic and Genetic Algorithm.
HIS
Dipti Srinivasan, Irfan Mulyawan Malik
1998 J jnl
Evolving artificial neural networks for short term load forecasting.
Neurocomputing
Dipti Srinivasan