Ratnesh K. Sharma

According to our database, Ratnesh K. Sharma authored at least 74 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Taking Second-life Batteries from Exhausted to Empowered using Experiments, Data Analysis, and Health Estimation.

Xiaofan Cui, Muhammad Aadil Khan, Gabriele Pozzato, Surinder Singh, Ratnesh Sharma, Simona Onori

CoRR, 2024

2020

Adaptive Traffic Control with Deep Reinforcement Learning: Towards State-of-the-art and Beyond.

Siavash Alemzadeh, Ramin Moslemi, Ratnesh Sharma, Mehran Mesbahi

CoRR, 2020

Stochastic Decision-Making Model for Aggregation of Residential Units with PV-Systems and Storages.

Hossein Khazaei, Ramin Moslemi, Ratnesh Sharma

CoRR, 2020

2019

BAFFLE : Blockchain based Aggregator Free Federated Learning.

Paritosh Ramanan, Kiyoshi Nakayama, Ratnesh Sharma

CoRR, 2019

Transactive Energy Management with Blockchain Smart Contracts for P2P Multi-Settlement Markets.

Kiyoshi Nakayama, Ramin Moslemi, Ratnesh Sharma

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2019

Detection of False Data Injection Attacks in Cyber-Physical Systems using Dynamic Invariants.

Kiyoshi Nakayama, Nikhil Muralidhar, Chenrui Jin, Ratnesh Sharma

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Coordination of PV Smart Inverters Using Deep Reinforcement Learning for Grid Voltage Regulation.

Changfu Li, Chenrui Jin, Ratnesh Sharma

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Data-Driven Day-Ahead PV Estimation Using Hybrid Deep Learning.

Yue Zhang, Chenrui Jin, Ratnesh K. Sharma, Anurag K. Srivastava

Proceedings of the 2019 IEEE Industry Applications Society Annual Meeting, Baltimore, MD, USA, September 29, 2019

Energy Predictive Models with Limited Data using Transfer Learning.

Ali Hooshmand, Ratnesh Sharma

Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

Multivariate Long-Term State Forecasting in Cyber-Physical Systems: A Sequence to Sequence Approach.

Nikhil Muralidhar, Sathappan Muthiah, Kiyoshi Nakayama, Ratnesh Sharma, Naren Ramakrishnan

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

illiad: InteLLigent Invariant and Anomaly Detection in Cyber-Physical Systems.

Nikhil Muralidhar, Chen Wang, Nathan Self, Marjan Momtazpour, Kiyoshi Nakayama, Ratnesh Sharma, Naren Ramakrishnan

ACM Trans. Intell. Syst. Technol., 2018

Demand Charge and Response with Energy Storage.

Kiyoshi Nakayama, Ratnesh Sharma

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Model predictive BESS control for demand charge management and PV-utilization improvement.

M. Ehsan Raoufat, Babak Asghari, Ratnesh K. Sharma

Proceedings of the 2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2018

Battery Degradation Temporal Modeling Using LSTM Networks.

Mehdi Assefi, Ali Hooshmand, Hossein Hosseini, Ratnesh Sharma

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Conditioning Neural Networks: A Case Study of Electricity Load Forecasting.

Hossein Hosseini, Ali Hooshmand, Ratnesh Sharma

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

A machine learning based demand charge management solution.

Ramin Moslemi, Ali Hooshmand, Ratnesh K. Sharma

Proceedings of the 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2017

A data-driven demand charge management solution for behind-the-meter storage applications.

Ramin Moslemi, Ali Hooshmand, Ratnesh K. Sharma

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2017

2016

Installing Electric Vehicle Charging Stations City-Scale: How Many and Where?

Marjan Momtazpour, Mohammad Chehreghani Bozchalui, Naren Ramakrishnan, Ratnesh Sharma

Proceedings of the Computational Sustainability, 2016

Dynamic Energy Management System for a Smart Microgrid.

Ganesh Kumar Venayagamoorthy, Ratnesh K. Sharma, Prajwal K. Gautam, Afshin Ahmadi

IEEE Trans. Neural Networks Learn. Syst., 2016

An autonomous Energy Management platform for resilient operation of microgrids.

Kiyoshi Nakayama, Ratnesh Sharma

Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

A novel algorithm to integrate battery Cyclic and Calendar agings within a single framework.

S. Ali Pourmousavi, Babak Asghari, Ratnesh K. Sharma

Proceedings of the 2016 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2016

BSS sizing and economic benefit analysis in grid-scale application.

Shankar Mohan, Ali Hooshmand, S. Ali Pourmousavi, Ratnesh Sharma

Proceedings of the 2016 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2016

A multi-layer optimal chiller operation management framework.

Yanzhu Ye, Ratnesh Sharma, Feng Guo

Proceedings of the 2016 IEEE Industry Applications Society Annual Meeting, 2016

Control strategy for islanded microgrid integrating renewable energy with storage and diesel generator.

Rabindra Maharjan, Feng Guo, Ratnesh Sharma

Proceedings of the 2016 IEEE Industry Applications Society Annual Meeting, 2016

2015

Multi-Timescale Power Management for Islanded Microgrids Including Storage and Demand Response.

S. Ali Pourmousavi, M. Hashem Nehrir, Ratnesh K. Sharma

IEEE Trans. Smart Grid, 2015

SDP-based State Estimation of Multi-phase Active Distribution Networks using micro-PMUs.

Vahid Rasouli Disfani, Mohammad Chehreghani Bozchalui, Ratnesh K. Sharma

CoRR, 2015

A mixed-mode management system for grid scale energy storage units.

Babak Asghari, Rakesh Patil, Di Shi, Ratnesh K. Sharma

Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Analyzing Invariants in Cyber-Physical Systems using Latent Factor Regression.

Marjan Momtazpour, Jinghe Zhang, Saifur Rahman, Ratnesh K. Sharma, Naren Ramakrishnan

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Optimal battery pricing under uncertain demand management.

Yanyi He, Ratnesh K. Sharma, Mohammad Chehreghani Bozchalui

Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

A decision tree based approach for microgrid islanding detection.

Riyasat Azim, Yongli Zhu, Hira Amna Saleem, Kai Sun, Fangxing Li, Di Shi, Ratnesh Sharma

Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

A joint bidding and operation strategy for battery storage in multi-temporal energy markets.

Hossein Akhavan-Hejazi, Babak Asghari, Ratnesh K. Sharma

Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

A decentralized energy management system.

Ceyhun Eksin, Ali Hooshmand, Ratnesh K. Sharma

Proceedings of the 14th European Control Conference, 2015

2014

Charging and Storage Infrastructure Design for Electric Vehicles.

Marjan Momtazpour, Patrick Butler, Naren Ramakrishnan, Mahmud Shahriar Hossain, Mohammad Chehreghani Bozchalui, Ratnesh K. Sharma

ACM Trans. Intell. Syst. Technol., 2014

Quantifying the impact of battery constraints on microgrid operation using optimal control.

Rakesh Patil, Ratnesh K. Sharma

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

Rolling Stochastic Optimization based operation of distribution systems with PVs and Energy Storages.

Mohammad Chehreghani Bozchalui, Chenrui Jin, Ratnesh K. Sharma

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

A new control scheme in a multi-battery management system for expanding microgrids.

Hamed Babazadeh, Babak Asghari, Ratnesh K. Sharma

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

An integrated power management strategy of hybrid energy storage for renewable application.

Yanzhu Ye, Ratnesh Sharma, Pawan Garg

Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

Efficiency-driven control of dispatchable sources and storage units in hybrid energy systems.

Ali Hooshmand, Babak Asghari, Ratnesh K. Sharma

Proceedings of the American Control Conference, 2014

Optimal sensor and actuator deployment for HVAC control system design.

Huazhen Fang, Ratnesh K. Sharma, Rakesh Patil

Proceedings of the American Control Conference, 2014

2013

Development and demonstration of power management of hybrid energy storage for PV integration.

Yanzhu Ye, Pawan Garg, Ratnesh Sharma

Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Adaptive control of distributed generation for microgrid islanding.

Di Shi, Ratnesh Sharma, Yanzhu Ye

Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

A novel cost-aware multi-objective energy management method for microgrids.

Ali Hooshmand, Babak Asghari, Ratnesh K. Sharma

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

Microgrid generation expansion planning using agent-based simulation.

Yanyi He, Ratnesh K. Sharma

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

Stochastic programming of vehicle to building interactions with uncertainty in PEVs driving for a medium office building.

Gonçalo Cardoso, Michael Stadler, Mohammad Chehreghani Bozchalui, Ratnesh Sharma, Chris Marnay, Ana Barbosa-Póvoa, Paulo Ferrão

Proceedings of the IECON 2013, 2013

2012

Availability Evaluation of Micro-Grids for Resistant Power Supply During Natural Disasters.

Alexis Kwasinski, Vaidyanathan Krishnamurthy, Junseok Song, Ratnesh K. Sharma

IEEE Trans. Smart Grid, 2012

Visual exploration of frequent patterns in multivariate time series.

Ming C. Hao, Manish Marwah, Halldór Janetzko, Umeshwar Dayal, Daniel A. Keim, Debprakash Patnaik, Naren Ramakrishnan, Ratnesh K. Sharma

Inf. Vis., 2012

Coordinated clustering algorithms to support charging infrastructure design for electric vehicles.

Marjan Momtazpour, Patrick Butler, Mahmud Shahriar Hossain, Mohammad Chehreghani Bozchalui, Naren Ramakrishnan, Ratnesh Sharma

Proceedings of the ACM SIGKDD International Workshop on Urban Computing, 2012

Optimal energy management of a rural microgrid system using multi-objective optimization.

Xianjun Zhang, Ratnesh K. Sharma, Yanyi He

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2012

A framework for real-time power management of a grid-tied microgrid to extend battery lifetime and reduce cost of energy.

S. Ali Pourmousavi, Ratnesh K. Sharma, Babak Asghari

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2012

Microgrid operator's capacity and storage investment strategies under environmental regulations.

Yanyi He, Ratnesh K. Sharma, Xianjun Zhang

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2012

2011

Temporal data mining approaches for sustainable chiller management in data centers.

Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan

ACM Trans. Intell. Syst. Technol., 2011

A Visual Analytics Approach for Peak-Preserving Prediction of Large Seasonal Time Series.

Ming C. Hao, Halldór Janetzko, Sebastian Mittelstädt, W. Hill, Umeshwar Dayal, Daniel A. Keim, Manish Marwah, Ratnesh K. Sharma

Comput. Graph. Forum, 2011

Visualizing frequent patterns in large multivariate time series.

Ming C. Hao, Manish Marwah, Halldór Janetzko, Ratnesh Sharma, Daniel A. Keim, Umeshwar Dayal, Debprakash Patnaik, Naren Ramakrishnan

Proceedings of the Visualization and Data Analysis 2011, 2011

A holistic and optimal approach for data center cooling management.

Rongliang Zhou, Zhikui Wang, Cullen E. Bash, Alan A. McReynolds, Christopher Hoover, Rocky Shih, Niru Kumari, Ratnesh K. Sharma

Proceedings of the American Control Conference, 2011

2010

Quantifying the sustainability impact of data center availability.

Manish Marwah, Paulo Romero Martins Maciel, Amip Shah, Ratnesh K. Sharma, Tom Christian, Virgílio A. F. Almeida, Carlos Araújo, Erica Sousa, Gustavo Rau de Almeida Callou, Bruno Silva, Sergio Mario Lins Galdino, Jose Paulo Pires

SIGMETRICS Perform. Evaluation Rev., 2010

Variable binned scatter plots.

Ming C. Hao, Umeshwar Dayal, Ratnesh K. Sharma, Daniel A. Keim, Halldor Janetzko

Inf. Vis., 2010

Application of Visual Analytics for Thermal State Management in Large Data Centres.

Ming C. Hao, Ratnesh K. Sharma, Daniel A. Keim, Umeshwar Dayal, Chandrakant D. Patel, Ravigopal Vennelakanti

Comput. Graph. Forum, 2010

Visual analytics of large multidimensional data using variable binned scatter plots.

Ming C. Hao, Umeshwar Dayal, Ratnesh K. Sharma, Daniel A. Keim, Halldor Janetzko

Proceedings of the Visualization and Data Analysis, 2010

ASTRO: A tool for dependability evaluation of Data Center infrastructures.

Bruno Silva, Paulo Romero Martins Maciel, Eduardo Antonio Guimarães Tavares, Carlos Araújo, Gustavo Rau de Almeida Callou, Erica Sousa, Nelson Souto Rosa, Manish Marwah, Ratnesh K. Sharma, Amip Shah, Tom Christian, Jose Paulo Pires

Proceedings of the IEEE International Conference on Systems, 2010

Impact analysis of maintenance policies on data center power infrastructure.

Gustavo Rau de Almeida Callou, Erica Sousa, Paulo Romero Martins Maciel, Eduardo Antonio Guimarães Tavares, Carlos Araújo, Bruno Silva, Nelson Souto Rosa, Manish Marwah, Ratnesh K. Sharma, Amip Shah, Tom Christian, Jose Paulo Pires, Fábio S. Magnani

Proceedings of the IEEE International Conference on Systems, 2010

Visual analysis of frequent patterns in large time series.

Ming C. Hao, Manish Marwah, Halldor Janetzko, Daniel A. Keim, Umeshwar Dayal, Ratnesh K. Sharma, Debprakash Patnaik, Naren Ramakrishnan

Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

Data Mining for Modeling Chiller Systems in Data Centers.

Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan

Proceedings of the Advances in Intelligent Data Analysis IX, 9th International Symposium, 2010

Capacity planning and power management to exploit sustainable energy.

Daniel Gmach, Jerry Rolia, Cullen E. Bash, Yuan Chen, Tom Christian, Amip Shah, Ratnesh K. Sharma, Zhikui Wang

Proceedings of the 6th International Conference on Network and Service Management, 2010

2009

Assessing ICT's Environmental Impact.

Amip Shah, Tom Christian, Chandrakant D. Patel, Cullen E. Bash, Ratnesh K. Sharma

Computer, 2009

CHAOS: A Data Stream Analysis Architecture for Enterprise Applications.

Chetan Gupta, Song Wang, Ismail Ari, Ming C. Hao, Umeshwar Dayal, Abhay Mehta, Manish Marwah, Ratnesh K. Sharma

Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing, 2009

Visual analytics of anomaly detection in large data streams.

Ming C. Hao, Umeshwar Dayal, Daniel A. Keim, Ratnesh K. Sharma, Abhay Mehta

Proceedings of the Visualization and Data Analysis, 2009

Mobile Visual Analytics for Datacenter Power and Cooling Management.

Ratnesh K. Sharma, Ming C. Hao, Ravigopal Vennelakanti, Manish Gupta, Umeshwar Dayal, Cullen E. Bash, Chandrakant D. Patel, Deepa Naik, A. Jayakumar, Sairabanu Z. Ganihar, Ramesh Munusamy, Vani Mohan

Proceedings of the Mobile Computing, Applications, and Services, 2009

Sustainable operation and management of data center chillers using temporal data mining.

Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Poster: Visual prediction of time series.

Ming C. Hao, Halldór Janetzko, Ratnesh K. Sharma, Umeshwar Dayal, Daniel A. Keim, Malú Castellanos

Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

Data analysis, visualization and knowledge discovery in sustainable data centers.

Manish Marwah, Ratnesh K. Sharma, Rocky Shih, Chandrakant D. Patel, Vaibhav Bhatia, Mohandas Mekanapurath, Rajkumar Velumani, Sankaragopal Velayudhan

Proceedings of the 2nd Bangalore Annual Compute Conference, Compute 2009, 2009

2008

Collaborative Business Intelligence: Enabling Collaborative Decision Making in Enterprises.

Umeshwar Dayal, Ravigopal Vennelakanti, Ratnesh K. Sharma, Malú Castellanos, Ming C. Hao, Chandrakant D. Patel

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008, 2008

On building next generation data centers: energy flow in the information technology stack.

Ratnesh K. Sharma, Rocky Shih, Cullen E. Bash, Chandrakant D. Patel, Philip Varghese, Mohandas Mekanapurath, Sankaragopal Velayudhan, Manu Kumar V

Proceedings of the 1st Bangalore Annual Compute Conference, Compute 2008, 2008

2005

Balance of Power: Dynamic Thermal Management for Internet Data Centers.

Ratnesh K. Sharma, Cullen E. Bash, Chandrakant D. Patel, Richard J. Friedrich, Jeffrey S. Chase

IEEE Internet Comput., 2005

Making Scheduling "Cool": Temperature-Aware Workload Placement in Data Centers.

Justin D. Moore, Jeffrey S. Chase, Parthasarathy Ranganathan, Ratnesh K. Sharma

Proceedings of the 2005 USENIX Annual Technical Conference, 2005