no code implementations • 14 Dec 2022 • Chunmeng Yang, Siqi Bu, Yi Fan, Wayne Xinwei Wan, Ruoheng Wang, Aoife Foley
To meet widely recognised carbon neutrality targets, over the last decade metropolitan regions around the world have implemented policies to promote the generation and use of sustainable energy.
no code implementations • 2 Aug 2022 • Chunmeng Yang, Siqi Bu, Yi Fan, Wayne Xinwei Wan, Ruoheng Wang, Aoife Foley
The paper contains the online supplementary materials for "Data-Driven Prediction and Evaluation on Future Impact of Energy Transition Policies in Smart Regions".
no code implementations • 29 Oct 2021 • Songyan Wang, Jilai Yu, Aoife Foley, Jingrui Zhang
The two types of machine transformations are based on the "energy correction" and "trajectory correction" of the inner-group machine, respectively.
no code implementations • 27 Oct 2021 • Songyan Wang, Jilai Yu, Aoife Foley, Jingrui Zhang
It is first clarified that the inner-group machine is created from the difference between the equivalent system and the original system.
no code implementations • 26 Oct 2021 • Songyan Wang, Jilai Yu, Aoife Foley, Jingrui Zhang
These strict followings bring the two advantages in the equivalent-machine based TSA: (i) the stability of the equivalent machine is characterized precisely, and (ii) the equivalent-machine trajectory variance is depicted clearly.
no code implementations • 23 Oct 2021 • Songyan Wang, Jilai Yu, Aoife Foley, Jingrui Zhang
The violations bring the two inherit defects in TSA: (i) the stability of the superimposed machine is unable to be characterized precisely, and (ii) the variance of the original system trajectory is unstable to be depicted clearly.
no code implementations • 21 Oct 2021 • Songyan Wang, Jilai Yu, Aoife Foley, Jingrui Zhang
The paper analyzes the mechanisms of the individual-machine and also its advantages in TSA.
no code implementations • 20 Oct 2021 • Songyan Wang, Jilai Yu, Aoife Foley, Jingrui Zhang
The trajectory paradigm is the reflection of the trajectory stability; the modeling paradigm is the two-machine-system modeling of the trajectory stability; and the energy paradigm is the stability evaluation of the two-machine system.
no code implementations • 4 Aug 2019 • Denis Sidorov, Ildar Muftahov, Nikita Tomin, Dmitriy Karamov, Daniil Panasetsky, Aliona Dreglea, Fang Liu, Aoife Foley
A dynamic evolutionary model based on the first kind Volterra integral equation is used in both cases.
no code implementations • 7 Jan 2016 • Alexei Zhukov, Victor Kurbatsky, Nikita Tomin, Denis Sidorov, Daniil Panasetsky, Aoife Foley
One of the most promising approaches for complex technical systems analysis employs ensemble methods of classification.