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- research-articleMay 2024
Privacy-Preserving Control of Partitioned Energy Resources
e-Energy '24: Proceedings of the 15th ACM International Conference on Future and Sustainable Energy SystemsPages 610–624https://doi.org/10.1145/3632775.3661988Distributed energy resources are an increasingly important part of the electric grid. We examine the problem of partitioning a distributed energy resource among many users while providing privacy to them. In this model, clients can send requests to a ...
- research-articleMarch 2024
Aggregating Distributed Energy Resources: Efficiency and Market Power
Manufacturing & Service Operations Management (INFORMS-MSOM), Volume 26, Issue 3Pages 834–852https://doi.org/10.1287/msom.2021.0539Problem definition: The rapid expansion of distributed energy resources (DERs) is one of the most significant changes to electricity systems around the world. Examples of DERs include solar panels, electric storage, thermal storage, and combined heat and ...
- research-articleJuly 2024
Challenges and Limitations of Artificial Intelligence Implementation in Modern Power Grid
Procedia Computer Science (PROCS), Volume 236, Issue CPages 83–92https://doi.org/10.1016/j.procs.2024.05.008AbstractOngoing global decarbonization and energy transition have led to significant changes in the traditional power grid, resulting in new challenges for grid operators. These challenges, which are exacerbated by the increased penetration of distributed ...
- posterJuly 2023
Dynamic Chromosome Interpretation in Evolutionary Algorithms for Distributed Energy Resources Scheduling
GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary ComputationPages 755–758https://doi.org/10.1145/3583133.3590666Integrating renewable generation into the existing electricity grid to reduce Greenhouse Gas (GHG) emissions involves several challenges. These include, e.g., volatile generation and demand, and can be overcome by increasing flexibility in the grid. ...
- research-articleJune 2023
Towards closing the data gap: A project-driven distributed energy resource dataset for the U.S. Grid
e-Energy '23 Companion: Companion Proceedings of the 14th ACM International Conference on Future Energy SystemsPages 52–58https://doi.org/10.1145/3599733.3600250Designing future energy systems with high penetrations of variable renewable energy and third-party owned devices requires information with high spatial and temporal granularity. Existing public datasets focus on specific resource classes (ex. bulk ...
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- posterMay 2023
A Novel Aggregation Framework for the Efficient Integration of Distributed Energy Resources in the Smart Grid
AAMAS '23: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent SystemsPages 2514–2516In this paper, we put forward a novel DER aggregation framework, encompassing a multiagent architecture and various types of mechanisms for the effective management and efficient integration of DERs in the Grid. One critical component of our architecture ...
- short-paperDecember 2022
Software defined battery-solar systems: poster abstract
BuildSys '22: Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and TransportationPages 291–292https://doi.org/10.1145/3563357.3567750Consumer battery installations are isolated, physical devices that are unable to participate in today's energy markets or other grid services outside what their vendor provides. Our recent work [5] describes a software system that manages multiple, ...
- research-articleAugust 2022
Integrating distributed energy resources: optimal prosumer decisions and impacts of net metering tariffs
ACM SIGEnergy Energy Informatics Review (SIGENERGY-EIR), Volume 2, Issue 2Pages 13–31https://doi.org/10.1145/3555006.3555008The rapid growth of the behind-the-meter (BTM) distributed generation has led to initiatives to reform the net energy metering (NEM) policies to address pressing concerns of rising electricity bills, fairness of cost allocation, and the long-term growth ...
- short-paperJune 2022
DERConnect: a distributed energy resources testbed for solar power integration
- Jan Kleissl,
- Adil Khurram,
- Keaton Chia,
- Scott Brown,
- Aditya Mishra,
- Jorge Cortes,
- Raymond de Callafon,
- Rajesh Gupta,
- Sonia Martinez,
- David Victor
e-Energy '22: Proceedings of the Thirteenth ACM International Conference on Future Energy SystemsPages 587–589https://doi.org/10.1145/3538637.3539633Distributed Energy Resources Connect (DERConnect) is a National Science Foundation user facility to facilitate testing of distributed communication and controls algorithms at scale. DERConnect caters to industry and academic users in the electric power ...
- research-articleJune 2022
CIMTrade: continuous intraday market trading model for a DER aggregator
- Smita Lokhande,
- Venkatesh Sarangan,
- Vishnu Menon,
- Ashutosh Prajapati,
- Yogesh Bichpuriya,
- Narayanan Rajagopal,
- Nidisha Mahilong
e-Energy '22: Proceedings of the Thirteenth ACM International Conference on Future Energy SystemsPages 277–288https://doi.org/10.1145/3538637.3538857Owing to their stochastic nature, Distributed Energy Resources (DERs) are more suited to participate in short-term or intraday electricity markets. The trading horizon of these markets is shorter than day-ahead markets but longer than flex/regulation ...
- posterJune 2022
K-anonymity applied to the energy grid of things distributed energy resource management system
MobiSys '22: Proceedings of the 20th Annual International Conference on Mobile Systems, Applications and ServicesPages 581–582https://doi.org/10.1145/3498361.3538794The violation of information privacy in Smart Grids can be a significant barrier to customers' participation. Employing privacy protection models such as K-anonymity in a Smart Grid implementation adds desirable privacy guarantees. This work provides an ...
- short-paperNovember 2020
Deep Reinforcement Learning in Buildings: Implicit Assumptions and their Impact
RLEM'20: Proceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & CitiesPages 48–51https://doi.org/10.1145/3427773.3427868As deep reinforcement learning (DRL) continues to gain interest in the smart building research community, there is a transition from simulation-based evaluations to deploying DRL control strategies in actual buildings. While the efficacy of a solution ...
- demonstrationMay 2020
Coordination of Prosumer Agents via Distributed Optimal Power Flow: An Edge Computing Hardware Prototype
AAMAS '20: Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent SystemsPages 2104–2106The rapid rise of distributed energy resources (DER) has shifted passive electricity consumers to an active prosumer role. However, uncoordinated DER may result in network problems. This demo presents a Raspberry Pi-based hardware prototype that ...
- research-articleNovember 2019
Evaluation of the Need for and Design of a City Energy Operations System
UrbSys'19: Proceedings of the 1st ACM International Workshop on Urban Building Energy Sensing, Controls, Big Data Analysis, and VisualizationPages 97–100https://doi.org/10.1145/3363459.3363539There is growing interest in city and community scale energy efficiency goals across the US and around the world [1]. Forward thinking developers are expressing interest in developing methods to track the actual operations of new urban developments and ...
- research-articleOctober 2018
Fast Power System State Estimation Based on Weighted Least Squares Algorithm with Constant Matrices
SCA '18: Proceedings of the 3rd International Conference on Smart City ApplicationsArticle No.: 68, Pages 1–5https://doi.org/10.1145/3286606.3286845Power system1 state estimation plays an important role in monitoring transmission systems. With the emergence of smart grid concept, it will be necessary to extend state estimation function to distribution level to ensure the efficient integration of ...
- research-articleJune 2018
Adversarial Attacks to Distributed Voltage Control in Power Distribution Networks with DERs
e-Energy '18: Proceedings of the Ninth International Conference on Future Energy SystemsPages 291–302https://doi.org/10.1145/3208903.3208912It has been recently proposed that the reactive power injection of distributed energy resources (DERs) can be used to regulate the voltage across the power distribution network, and simple distributed control laws have been recently developed in the ...
- research-articleApril 2017
Integrated Multi-Domain Risk Assessment Using Automated Hypothesis Testing
CPSR-SG'17: Proceedings of the 2nd Workshop on Cyber-Physical Security and Resilience in Smart GridsPages 55–60https://doi.org/10.1145/3055386.3055398In this paper we present an approach for the integration of cybersecurity tools from multiple domains into an overall risk assessment framework which takes the complex interactions between domains in smart grid systems into account. The approach is ...
- ArticleJuly 2015
Future Grid Business Model Innovation: Distributed Energy Resources Services Platform for Renewable Energy Integration
APCASE '15: Proceedings of the 2015 Asia-Pacific Conference on Computer Aided System EngineeringPages 72–77https://doi.org/10.1109/APCASE.2015.20This paper proposes a Distributed Energy Resources Services Platform as an electric grid Business Model Innovation Framework (BMIF) for coordination of distributed energy resources and renewable energy integration. The platform is based on a ...
- ArticleApril 2015
Electronic-Coupled Generators Short Circuit Impacts
GREENTECH '15: Proceedings of the 2015 Seventh Annual IEEE Green Technologies ConferencePages 158–161https://doi.org/10.1109/GREENTECH.2015.22This paper provides an overview of the potential impacts that electronic-coupled generators, such as those used on distributed generation (DG), will have on the electric grid. First, it will provide a description of how Southern California Edison (SCE) ...
- ArticleApril 2015
Controlling the Distributed Energy Resources Using Smart Grid Communications
ITNG '15: Proceedings of the 2015 12th International Conference on Information Technology - New GenerationsPages 490–495https://doi.org/10.1109/ITNG.2015.85Given the significant concerns regarding carbon emission from the fossil fuels, global warming and energy crisis, the renewable distributed energy resources (DERs) are going to be integrated in the smart grid. This grid can spread the intelligence of ...