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Ratnesh K. Sharma
Ratnesh Sharma
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2020 – today
- 2024
- [c56]Xiaofan Cui, Muhammad Aadil Khan, Surinder Singh, Ratnesh Sharma, Simona Onori:
Adaptive Health Monitoring of Second-Life Batteries. ACC 2024: 1-6 - [i8]Xiaofan Cui, Muhammad Aadil Khan, Gabriele Pozzato, Surinder Singh, Ratnesh Sharma, Simona Onori:
Taking Second-life Batteries from Exhausted to Empowered using Experiments, Data Analysis, and Health Estimation. CoRR abs/2402.18859 (2024) - 2020
- [i7]Hossein Khazaei, Ramin Moslemi, Ratnesh Sharma:
Stochastic Decision-Making Model for Aggregation of Residential Units with PV-Systems and Storages. CoRR abs/2002.08720 (2020) - [i6]Siavash Alemzadeh, Ramin Moslemi, Ratnesh Sharma, Mehran Mesbahi:
Adaptive Traffic Control with Deep Reinforcement Learning: Towards State-of-the-art and Beyond. CoRR abs/2007.10960 (2020)
2010 – 2019
- 2019
- [c55]Nikhil Muralidhar, Sathappan Muthiah, Kiyoshi Nakayama, Ratnesh Sharma, Naren Ramakrishnan
:
Multivariate Long-Term State Forecasting in Cyber-Physical Systems: A Sequence to Sequence Approach. IEEE BigData 2019: 543-552 - [c54]Ali Hooshmand, Ratnesh Sharma:
Energy Predictive Models with Limited Data using Transfer Learning. e-Energy 2019: 12-16 - [c53]Yue Zhang, Chenrui Jin, Ratnesh K. Sharma, Anurag K. Srivastava:
Data-Driven Day-Ahead PV Estimation Using Hybrid Deep Learning. IAS 2019: 1-6 - [c52]Kiyoshi Nakayama, Nikhil Muralidhar, Chenrui Jin, Ratnesh Sharma:
Detection of False Data Injection Attacks in Cyber-Physical Systems using Dynamic Invariants. ICMLA 2019: 1023-1030 - [c51]Changfu Li, Chenrui Jin, Ratnesh Sharma:
Coordination of PV Smart Inverters Using Deep Reinforcement Learning for Grid Voltage Regulation. ICMLA 2019: 1930-1937 - [c50]Kiyoshi Nakayama, Ramin Moslemi, Ratnesh Sharma:
Transactive Energy Management with Blockchain Smart Contracts for P2P Multi-Settlement Markets. ISGT 2019: 1-5 - [i5]Ali Hooshmand, Ratnesh Sharma:
Energy Predictive Models with Limited Data using Transfer Learning. CoRR abs/1906.02646 (2019) - [i4]Paritosh Ramanan, Kiyoshi Nakayama, Ratnesh Sharma:
BAFFLE : Blockchain based Aggregator Free Federated Learning. CoRR abs/1909.07452 (2019) - [i3]Changfu Li, Chenrui Jin, Ratnesh Sharma:
Coordination of PV Smart Inverters Using Deep Reinforcement Learning for Grid Voltage Regulation. CoRR abs/1910.05907 (2019) - 2018
- [j13]Nikhil Muralidhar
illiad: InteLLigent Invariant and Anomaly Detection in Cyber-Physical Systems. ACM Trans. Intell. Syst. Technol. 9(3): 35:1-35:20 (2018) - [c49]Hossein Hosseini, Ali Hooshmand, Ratnesh Sharma:
Conditioning Neural Networks: A Case Study of Electricity Load Forecasting. IEEE BigData 2018: 2190-2196 - [c48]Mehdi Assefi, Ali Hooshmand, Hossein Hosseini, Ratnesh Sharma:
Battery Degradation Temporal Modeling Using LSTM Networks. ICMLA 2018: 853-858 - [c47]M. Ehsan Raoufat, Babak Asghari, Ratnesh K. Sharma:
Model predictive BESS control for demand charge management and PV-utilization improvement. ISGT 2018: 1-5 - [c46]Kiyoshi Nakayama, Ratnesh Sharma:
Demand Charge and Response with Energy Storage. SmartGridComm 2018: 1-6 - 2017
- [c45]Ramin Moslemi, Ali Hooshmand, Ratnesh K. Sharma:
A data-driven demand charge management solution for behind-the-meter storage applications. ISGT 2017: 1-5 - [c44]Ramin Moslemi, Ali Hooshmand, Ratnesh K. Sharma:
A machine learning based demand charge management solution. ISGT Europe 2017: 1-6 - [i2]M. Ehsan Raoufat, Babak Asghari, Ratnesh K. Sharma:
Model Predictive BESS Control for Demand Charge Management and PV-Utilization Improvement. CoRR abs/1712.06787 (2017) - 2016
- [j12]Ganesh Kumar Venayagamoorthy
Dynamic Energy Management System for a Smart Microgrid. IEEE Trans. Neural Networks Learn. Syst. 27(8): 1643-1656 (2016) - [c43]Rabindra Maharjan
Control strategy for islanded microgrid integrating renewable energy with storage and diesel generator. IAS 2016: 1-7 - [c42]Yanzhu Ye, Ratnesh Sharma, Feng Guo:
A multi-layer optimal chiller operation management framework. IAS 2016: 1-6 - [c41]Shankar Mohan, Ali Hooshmand, S. Ali Pourmousavi, Ratnesh Sharma:
BSS sizing and economic benefit analysis in grid-scale application. ISGT 2016: 1-5 - [c40]S. Ali Pourmousavi
A novel algorithm to integrate battery Cyclic and Calendar agings within a single framework. ISGT 2016: 1-5 - [c39]Kiyoshi Nakayama, Ratnesh Sharma:
An autonomous Energy Management platform for resilient operation of microgrids. SmartGridComm 2016: 167-173 - [p1]Marjan Momtazpour, Mohammad Chehreghani Bozchalui, Naren Ramakrishnan
Installing Electric Vehicle Charging Stations City-Scale: How Many and Where? Computational Sustainability 2016: 149-170 - 2015
- [j11]S. Ali Pourmousavi
Multi-Timescale Power Management for Islanded Microgrids Including Storage and Demand Response. IEEE Trans. Smart Grid 6(3): 1185-1195 (2015) - [c38]Ceyhun Eksin, Ali Hooshmand, Ratnesh K. Sharma:
A decentralized energy management system. ECC 2015: 2260-2267 - [c37]Hossein Akhavan-Hejazi, Babak Asghari, Ratnesh K. Sharma:
A joint bidding and operation strategy for battery storage in multi-temporal energy markets. ISGT 2015: 1-5 - [c36]Riyasat Azim, Yongli Zhu, Hira Amna Saleem, Kai Sun, Fangxing Li, Di Shi, Ratnesh Sharma:
A decision tree based approach for microgrid islanding detection. ISGT 2015: 1-5 - [c35]Yanyi He, Ratnesh K. Sharma, Mohammad Chehreghani Bozchalui:
Optimal battery pricing under uncertain demand management. ISGT 2015: 1-6 - [c34]Marjan Momtazpour, Jinghe Zhang, Saifur Rahman, Ratnesh K. Sharma, Naren Ramakrishnan
Analyzing Invariants in Cyber-Physical Systems using Latent Factor Regression. KDD 2015: 2009-2018 - [c33]Babak Asghari, Rakesh Patil, Di Shi, Ratnesh K. Sharma:
A mixed-mode management system for grid scale energy storage units. SmartGridComm 2015: 533-538 - [i1]Vahid Rasouli Disfani, Mohammad Chehreghani Bozchalui, Ratnesh K. Sharma:
SDP-based State Estimation of Multi-phase Active Distribution Networks using micro-PMUs. CoRR abs/1504.03547 (2015) - 2014
- [j10]Marjan Momtazpour, Patrick Butler, Naren Ramakrishnan
Charging and Storage Infrastructure Design for Electric Vehicles. ACM Trans. Intell. Syst. Technol. 5(3): 42:1-42:27 (2014) - [c32]Ali Hooshmand, Babak Asghari, Ratnesh K. Sharma:
Efficiency-driven control of dispatchable sources and storage units in hybrid energy systems. ACC 2014: 1686-1691 - [c31]Huazhen Fang, Ratnesh K. Sharma, Rakesh Patil:
Optimal sensor and actuator deployment for HVAC control system design. ACC 2014: 2240-2246 - [c30]Yanzhu Ye, Ratnesh Sharma, Pawan Garg:
An integrated power management strategy of hybrid energy storage for renewable application. IECON 2014: 3088-3093 - [c29]Hamed Babazadeh, Babak Asghari, Ratnesh K. Sharma:
A new control scheme in a multi-battery management system for expanding microgrids. ISGT 2014: 1-5 - [c28]Mohammad Chehreghani Bozchalui, Chenrui Jin, Ratnesh K. Sharma:
Rolling Stochastic Optimization based operation of distribution systems with PVs and Energy Storages. ISGT 2014: 1-5 - [c27]Rakesh Patil, Ratnesh K. Sharma:
Quantifying the impact of battery constraints on microgrid operation using optimal control. ISGT 2014: 1-5 - 2013
- [c26]Gonçalo Cardoso, Michael Stadler
Stochastic programming of vehicle to building interactions with uncertainty in PEVs driving for a medium office building. IECON 2013: 7648-7653 - [c25]Yanyi He, Ratnesh K. Sharma:
Microgrid generation expansion planning using agent-based simulation. ISGT 2013: 1-6 - [c24]Ali Hooshmand, Babak Asghari, Ratnesh K. Sharma:
A novel cost-aware multi-objective energy management method for microgrids. ISGT 2013: 1-6 - [c23]Di Shi, Ratnesh Sharma, Yanzhu Ye:
Adaptive control of distributed generation for microgrid islanding. ISGT Europe 2013: 1-5 - [c22]Yanzhu Ye, Pawan Garg
Development and demonstration of power management of hybrid energy storage for PV integration. ISGT Europe 2013: 1-5 - 2012
- [j9]Ming C. Hao, Manish Marwah, Halldór Janetzko, Umeshwar Dayal, Daniel A. Keim, Debprakash Patnaik, Naren Ramakrishnan
Visual exploration of frequent patterns in multivariate time series. Inf. Vis. 11(1): 71-83 (2012) - [j8]Alexis Kwasinski, Vaidyanathan Krishnamurthy, Junseok Song, Ratnesh K. Sharma:
Availability Evaluation of Micro-Grids for Resistant Power Supply During Natural Disasters. IEEE Trans. Smart Grid 3(4): 2007-2018 (2012) - [c21]Yanyi He, Ratnesh K. Sharma, Xianjun Zhang:
Microgrid operator's capacity and storage investment strategies under environmental regulations. ISGT 2012: 1-7 - [c20]S. Ali Pourmousavi
A framework for real-time power management of a grid-tied microgrid to extend battery lifetime and reduce cost of energy. ISGT 2012: 1-8 - [c19]Xianjun Zhang, Ratnesh K. Sharma, Yanyi He:
Optimal energy management of a rural microgrid system using multi-objective optimization. ISGT 2012: 1-8 - [c18]Marjan Momtazpour, Patrick Butler, Mahmud Shahriar Hossain, Mohammad Chehreghani Bozchalui, Naren Ramakrishnan
Coordinated clustering algorithms to support charging infrastructure design for electric vehicles. UrbComp@KDD 2012: 126-133 - 2011
- [j7]Ming C. Hao, Halldór Janetzko, Sebastian Mittelstädt, W. Hill, Umeshwar Dayal, Daniel A. Keim, Manish Marwah, Ratnesh K. Sharma:
A Visual Analytics Approach for Peak-Preserving Prediction of Large Seasonal Time Series. Comput. Graph. Forum 30(3): 691-700 (2011) - [j6]Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan
Temporal data mining approaches for sustainable chiller management in data centers. ACM Trans. Intell. Syst. Technol. 2(4): 34:1-34:29 (2011) - [c17]Rongliang Zhou, Zhikui Wang, Cullen E. Bash, Alan A. McReynolds, Christopher Hoover, Rocky Shih, Niru Kumari, Ratnesh K. Sharma:
A holistic and optimal approach for data center cooling management. ACC 2011: 1346-1351 - [c16]Ming C. Hao, Manish Marwah, Halldór Janetzko, Ratnesh Sharma, Daniel A. Keim, Umeshwar Dayal, Debprakash Patnaik, Naren Ramakrishnan
Visualizing frequent patterns in large multivariate time series. Visualization and Data Analysis 2011: 78680J - 2010
- [j5]Ming C. Hao, Ratnesh K. Sharma, Daniel A. Keim, Umeshwar Dayal, Chandrakant D. Patel, Ravigopal Vennelakanti:
Application of Visual Analytics for Thermal State Management in Large Data Centres. Comput. Graph. Forum 29(6): 1895-1904 (2010) - [j4]Ming C. Hao, Umeshwar Dayal, Ratnesh K. Sharma, Daniel A. Keim, Halldor Janetzko:
Variable binned scatter plots. Inf. Vis. 9(3): 194-203 (2010) - [j3]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:
Quantifying the sustainability impact of data center availability. SIGMETRICS Perform. Evaluation Rev. 37(4): 64-68 (2010) - [c15]Daniel Gmach, Jerry Rolia, Cullen E. Bash
Capacity planning and power management to exploit sustainable energy. CNSM 2010: 96-103 - [c14]Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan
Data Mining for Modeling Chiller Systems in Data Centers. IDA 2010: 125-136 - [c13]Ming C. Hao, Manish Marwah, Halldor Janetzko, Daniel A. Keim, Umeshwar Dayal, Ratnesh K. Sharma, Debprakash Patnaik, Naren Ramakrishnan
Visual analysis of frequent patterns in large time series. IEEE VAST 2010: 227-228 - [c12]Gustavo Rau de Almeida Callou
Impact analysis of maintenance policies on data center power infrastructure. SMC 2010: 526-533 - [c11]Bruno Silva, Paulo Romero Martins Maciel, Eduardo Antonio Guimarães Tavares
ASTRO: A tool for dependability evaluation of Data Center infrastructures. SMC 2010: 783-790 - [c10]Ming C. Hao, Umeshwar Dayal, Ratnesh K. Sharma, Daniel A. Keim, Halldor Janetzko:
Visual analytics of large multidimensional data using variable binned scatter plots. VDA 2010: 753006
2000 – 2009
- 2009
- [j2]Amip Shah, Tom Christian, Chandrakant D. Patel, Cullen E. Bash
Assessing ICT's Environmental Impact. Computer 42(7): 91-93 (2009) - [c9]Manish Marwah, Ratnesh K. Sharma, Rocky Shih, Chandrakant D. Patel, Vaibhav Bhatia, Mohandas Mekanapurath, Rajkumar Velumani, Sankaragopal Velayudhan:
Data analysis, visualization and knowledge discovery in sustainable data centers. Bangalore Compute Conf. 2009: 2 - [c8]Ming C. Hao, Halldór Janetzko, Ratnesh K. Sharma, Umeshwar Dayal, Daniel A. Keim, Malú Castellanos:
Poster: Visual prediction of time series. IEEE VAST 2009: 229-230 - [c7]Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan
Sustainable operation and management of data center chillers using temporal data mining. KDD 2009: 1305-1314 - [c6]Ratnesh K. Sharma, Ming C. Hao, Ravigopal Vennelakanti, Manish Gupta, Umeshwar Dayal, Cullen E. Bash
Mobile Visual Analytics for Datacenter Power and Cooling Management. MobiCASE 2009: 160-171 - [c5]Ming C. Hao, Umeshwar Dayal, Daniel A. Keim, Ratnesh K. Sharma, Abhay Mehta:
Visual analytics of anomaly detection in large data streams. VDA 2009: 72430 - [c4]Chetan Gupta, Song Wang, Ismail Ari
CHAOS: A Data Stream Analysis Architecture for Enterprise Applications. CEC 2009: 33-40 - 2008
- [c3]Ratnesh K. Sharma, Rocky Shih, Cullen E. Bash
On building next generation data centers: energy flow in the information technology stack. Bangalore Compute Conf. 2008: 8 - [c2]Umeshwar Dayal, Ravigopal Vennelakanti, Ratnesh K. Sharma, Malú Castellanos, Ming C. Hao, Chandrakant D. Patel:
Collaborative Business Intelligence: Enabling Collaborative Decision Making in Enterprises. OTM Conferences (1) 2008: 8-25 - 2005
- [j1]Ratnesh K. Sharma, Cullen E. Bash
Balance of Power: Dynamic Thermal Management for Internet Data Centers. IEEE Internet Comput. 9(1): 42-49 (2005) - [c1]Justin D. Moore, Jeffrey S. Chase, Parthasarathy Ranganathan, Ratnesh K. Sharma:
Making Scheduling "Cool": Temperature-Aware Workload Placement in Data Centers. USENIX ATC, General Track 2005: 61-75
Coauthor Index
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