Ratnesh K. Sharma

According to our database1, Ratnesh K. Sharma authored at least 72 papers between 2005 and 2020.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
Adaptive Traffic Control with Deep Reinforcement Learning: Towards State-of-the-art and Beyond.
CoRR, 2020

Stochastic Decision-Making Model for Aggregation of Residential Units with PV-Systems and Storages.
CoRR, 2020

2019
BAFFLE : Blockchain based Aggregator Free Federated Learning.
CoRR, 2019

Transactive Energy Management with Blockchain Smart Contracts for P2P Multi-Settlement Markets.
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.
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.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Data-Driven Day-Ahead PV Estimation Using Hybrid Deep Learning.
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.
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.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
illiad: InteLLigent Invariant and Anomaly Detection in Cyber-Physical Systems.
ACM Trans. Intell. Syst. Technol., 2018

Demand Charge and Response with Energy Storage.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Model predictive BESS control for demand charge management and PV-utilization improvement.
Proceedings of the 2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2018

Battery Degradation Temporal Modeling Using LSTM Networks.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Conditioning Neural Networks: A Case Study of Electricity Load Forecasting.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
A machine learning based demand charge management solution.
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.
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?
Proceedings of the Computational Sustainability, 2016

Dynamic Energy Management System for a Smart Microgrid.
IEEE Trans. Neural Networks Learn. Syst., 2016

An autonomous Energy Management platform for resilient operation of microgrids.
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.
Proceedings of the 2016 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2016

BSS sizing and economic benefit analysis in grid-scale application.
Proceedings of the 2016 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2016

A multi-layer optimal chiller operation management framework.
Proceedings of the 2016 IEEE Industry Applications Society Annual Meeting, 2016

Control strategy for islanded microgrid integrating renewable energy with storage and diesel generator.
Proceedings of the 2016 IEEE Industry Applications Society Annual Meeting, 2016

2015
Multi-Timescale Power Management for Islanded Microgrids Including Storage and Demand Response.
IEEE Trans. Smart Grid, 2015

SDP-based State Estimation of Multi-phase Active Distribution Networks using micro-PMUs.
CoRR, 2015

A mixed-mode management system for grid scale energy storage units.
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Analyzing Invariants in Cyber-Physical Systems using Latent Factor Regression.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Optimal battery pricing under uncertain demand management.
Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

A decision tree based approach for microgrid islanding detection.
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.
Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

A decentralized energy management system.
Proceedings of the 14th European Control Conference, 2015

2014
Charging and Storage Infrastructure Design for Electric Vehicles.
ACM Trans. Intell. Syst. Technol., 2014

Quantifying the impact of battery constraints on microgrid operation using optimal control.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

Rolling Stochastic Optimization based operation of distribution systems with PVs and Energy Storages.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

A new control scheme in a multi-battery management system for expanding microgrids.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

An integrated power management strategy of hybrid energy storage for renewable application.
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.
Proceedings of the American Control Conference, 2014

Optimal sensor and actuator deployment for HVAC control system design.
Proceedings of the American Control Conference, 2014

2013
Development and demonstration of power management of hybrid energy storage for PV integration.
Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Adaptive control of distributed generation for microgrid islanding.
Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

A novel cost-aware multi-objective energy management method for microgrids.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

Microgrid generation expansion planning using agent-based simulation.
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.
Proceedings of the IECON 2013, 2013

2012
Availability Evaluation of Micro-Grids for Resistant Power Supply During Natural Disasters.
IEEE Trans. Smart Grid, 2012

Visual exploration of frequent patterns in multivariate time series.
Inf. Vis., 2012

Coordinated clustering algorithms to support charging infrastructure design for electric vehicles.
Proceedings of the ACM SIGKDD International Workshop on Urban Computing, 2012

Optimal energy management of a rural microgrid system using multi-objective optimization.
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.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2012

Microgrid operator's capacity and storage investment strategies under environmental regulations.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2012

2011
Temporal data mining approaches for sustainable chiller management in data centers.
ACM Trans. Intell. Syst. Technol., 2011

A Visual Analytics Approach for Peak-Preserving Prediction of Large Seasonal Time Series.
Comput. Graph. Forum, 2011

Visualizing frequent patterns in large multivariate time series.
Proceedings of the Visualization and Data Analysis 2011, 2011

2010
Quantifying the sustainability impact of data center availability.
SIGMETRICS Perform. Evaluation Rev., 2010

Variable binned scatter plots.
Inf. Vis., 2010

Application of Visual Analytics for Thermal State Management in Large Data Centres.
Comput. Graph. Forum, 2010

Visual analytics of large multidimensional data using variable binned scatter plots.
Proceedings of the Visualization and Data Analysis, 2010

ASTRO: A tool for dependability evaluation of Data Center infrastructures.
Proceedings of the IEEE International Conference on Systems, 2010

Impact analysis of maintenance policies on data center power infrastructure.
Proceedings of the IEEE International Conference on Systems, 2010

Visual analysis of frequent patterns in large time series.
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

Data Mining for Modeling Chiller Systems in Data Centers.
Proceedings of the Advances in Intelligent Data Analysis IX, 9th International Symposium, 2010

Capacity planning and power management to exploit sustainable energy.
Proceedings of the 6th International Conference on Network and Service Management, 2010

2009
Assessing ICT's Environmental Impact.
Computer, 2009

CHAOS: A Data Stream Analysis Architecture for Enterprise Applications.
Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing, 2009

Visual analytics of anomaly detection in large data streams.
Proceedings of the Visualization and Data Analysis, 2009

Mobile Visual Analytics for Datacenter Power and Cooling Management.
Proceedings of the Mobile Computing, Applications, and Services, 2009

Sustainable operation and management of data center chillers using temporal data mining.
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.
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

Data analysis, visualization and knowledge discovery in sustainable data centers.
Proceedings of the 2nd Bangalore Annual Compute Conference, Compute 2009, 2009

2008
Collaborative Business Intelligence: Enabling Collaborative Decision Making in Enterprises.
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.
Proceedings of the 1st Bangalore Annual Compute Conference, Compute 2008, 2008

2005
Balance of Power: Dynamic Thermal Management for Internet Data Centers.
IEEE Internet Comput., 2005

Making Scheduling "Cool": Temperature-Aware Workload Placement in Data Centers.
Proceedings of the 2005 USENIX Annual Technical Conference, 2005


  Loading...