Automated Generation of Models for Demand Side Flexibility Using Machine Learning: An Overview

Kevin Förderer (Karlsruhe Institute of Technology); Veit Hagenmeyer (Karlsruhe Institute of Technology); Hartmut Schmeck (Karlsruhe Institute of Technology) Abstract Flexibility in consumption and production provided by distributed energy resources (DERs) […]

Characteristic Profile: Improved Solar Power Forecasting Using Seasonality Models

Julian de Hoog (University of Melbourne); Maneesha Perera (The University of Melbourne); Peter Ilfrich ( Melbourne, Australia); Saman Halgamuge (The University of Melbourne) Abstract The rapid uptake of rooftop solar […]

Empiricism and Collaboration on Grid Data Analytics: The Need for a New Information Ecosystem

Alexandra von Meier (UC Berkeley); Laurel N. Dunn (PingThings, Inc.) Abstract This paper discusses the need for data-driven tools to manage modern electric grids, where planning and operational decisions increasingly […]

A Holistic Review on Advanced Bi-directional EV Charging Control Algorithms

Xiaoying Tang (The Chinese University of Hong Kong, Shenzhen); Chenxi Sun (The Chinese University of Hong Kong, Shenzhen); Suzhi Bi (Shenzhen University); Shuoyao Wang (Shenzhen University); Angela Yingjun Zhang (The […]

Online Peak-Aware Energy Scheduling with Untrusted Advice

Russell Lee (UMass Amherst); Jessica Maghakian (Stony Brook University); Mohammad Hajiesmaili (UMass Amherst); Jian Li (SUNY-Binghamton University); Ramesh Sitaraman (UMass Amherst & Akamai Tech); Zhenhua Liu (Stony Brook University) Abstract […]

Towards Online Optimization for Power Grids

Deming Yuan (Nanjing University of Science and Technology); Abhishek Bhardwaj(Australian National University); Ian Petersen (Australian National University); Elizabeth Ratnam (Australian National University); Guodong Shi (The University of Sydney) Abstract In […]

Privacy-Preserving Energy Storage Sharing with Blockchain and Secure Multi-Party Computation

Nan Wang (Australian National University); Sid Chi-Kin Chau (Australian National University); Yue Zhou (Australian National University) Abstract Energy storage provides an effective way of shifting temporal energy demands and supplies, […]

The Next Stage of Green Electricity Labeling: Using Zero-Knowledge Proofs for Blockchain-based Certificates of Origin and Use

Johannes Sedlmeir (University of Bayreuth, Germany); Fabiane Völter (Fraunhofer FIT, Germany); Jens Strüker (University of Bayreuth, Germany) Abstract The labeling of electricity is considered an important mechanism to differentiate renewable […]

Data Analytics for Cybersecurity Enhancement of Transformer Protection

Martiya Zare Jahromi (University of Toronto); Amir Abiri Jahromi (University of Toronto); Deepa Kundur (University of Toronto); Scott Sanner (University of Toronto); Marthe Kassouf (Hydro-Quebec Research Institute (IREQ)) Abstract Electric […]

Message from the Editor-in-Chief

Dear Readers, I am delighted to welcome you to the inaugural edition of Energy Informatics Review, the magazine of ACM SIGENERGY. We hope to provide a high-quality outlet for research […]

Information Batteries: Storing Opportunity Power with Speculative Execution

Jennifer Switzer (UC San Diego, USA); Barath Raghavan (USC, USA) Abstract Coping with the intermittency of renewable power is a fundamental challenge, with load shifting and grid-scale storage as key […]

Message from the Chair

I am delighted to write this column for the inaugural issue of Energy Informatics Review. Let me begin by thanking S. Keshav and the entire EIR team for all the […]

November Issue 2021

Technical Papers Information Batteries: Storing Opportunity Power with Speculative Execution Jennifer Switzer (UC San Diego, USA); Barath Raghavan (USC, USA) Data Analytics for Cybersecurity Enhancement of Transformer ProtectionMartiya Zare Jahromi […]