Journal ArticleDOI
Toward a smart grid: power delivery for the 21st century
S. Massoud Amin,Bruce Wollenberg +1 more
TLDR
The security, agility, and robustness/survivability of a large-scale power delivery infrastructure that faces new threats and unanticipated conditions is presented.Abstract:
In this article, we present the security, agility, and robustness/survivability of a large-scale power delivery infrastructure that faces new threats and unanticipated conditions. By way of background, we present a brief overview of the past work on the challenges faced in online parameter estimation and real-time adaptive control of a damaged F-15 aircraft. This work, in part, provided the inspiration and laid the foundation in the 1990s for the flight testing of a fast parameter estimation/modeling and reconfigurable aircraft control system that allowed the F-15 to become self-healing in the face of damaged equipment.read more
Citations
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Proceedings ArticleDOI
Accelerating Learning in multi-objective systems through Transfer Learning
TL;DR: This work proposes extending TL to multi-agent, multi-objective applications and presents an on-line version of TL called Parallel Transfer Learning (PTL), which achieves comparable performance to the base line in one third of the time.
Proceedings ArticleDOI
Reinforcement learning-based control of residential energy storage systems for electric bill minimization
TL;DR: Simulation results over real-world PV power generation and load power consumption profiles demonstrate that the proposed reinforcement learning-based storage control algorithm can achieve up to 59.8% improvement in energy cost reduction.
Journal ArticleDOI
Can mobile information communication technologies (ICTs) promote the development of renewables?-evidence from seven countries
Jiajia Zheng,Xingwu Wang +1 more
TL;DR: In this paper, the impact of mobile ICTs on renewable energy generation in seven countries including USA, Canada, UK, Germany, Italy, Netherlands and Poland was explored by static and dynamic empirical analyses of 19-year data.
Journal ArticleDOI
A Dual Method for Computing Power Transfer Distribution Factors
TL;DR: This paper presents a non-approximative dual method of computing PTDFs that uses power flows along topological cycles of the network but still relies on simple matrix algebra.
Journal ArticleDOI
Towards the Comprehensive Design of Energy Infrastructures
Daniel Scholten,Rolf Künneke +1 more
TL;DR: In this article, the authors propose a more comprehensive design framework that bridges the engineering and economic perspectives on energy infrastructure design, and develop the means to relate design variables of both perspectives along several layers of abstraction: the form of infrastructure access of actors, the division of responsibilities among actors, and type of coordination between actors.
References
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Journal ArticleDOI
Toward self-healing energy infrastructure systems
TL;DR: The goal of the 5-year, $30 million effort, is to develop new tools and techniques that will enable large national infrastructures to self-heal in response to threats, material failures, and other destabilizers.
Journal ArticleDOI
Toward self-healing infrastructure systems
TL;DR: A joint industry-government initiative is developing a mathematical basis and practical tools for improving the security, performance, reliability and robustness of energy, financial, telecommunications and transportation networks.
Journal ArticleDOI
Boosting immunity to blackouts
TL;DR: In this paper, the authors report on future concepts in power system protection, communication, wide area measurement systems (WAMS), system control, and electricity market considerations, adding a summary of their own research in associated studies and their assessment of future investigations, their aim is to provide a blueprint for a secure power system infrastructure.
Journal ArticleDOI
The future's smart delivery system [electric power supply]
TL;DR: In this article, the authors proposed a location-dependent approach based on the characteristics of the existing power system and nature of the load at each specific site to determine optimal solutions to digital end users' security, quality, reliability, and availability (SQRA) requirements.
Journal ArticleDOI
Plug in to grid computing
TL;DR: The ability of grid-enabled systems to interact autonomously is vital for small generators where manned operation is likely to be viable and the ability to monitor the output of embedded generators to be monitored and controlled is vital.