PSO-based analysis of Echo State Network parameters for time series forecasting

N Chouikhi, B Ammar, N Rokbani, AM Alimi - Applied Soft Computing, 2017 - Elsevier
Abstract Echo State Networks, ESNs, are standardly composed of additive units undergoing
sigmoid function activation. They consist of a randomly recurrent neuronal infra-structure …

Multidisciplinary design optimization of the diesel particulate filter in the composite regeneration process

B Zhang, E Jiaqiang, J Gong, W Yuan, W Zuo, Y Li… - Applied energy, 2016 - Elsevier
In our previous works, the diesel particulate filter (DPF) using a new composite regeneration
mode by coupling microwave and ceria-manganese base catalysts is verified as an effective …

Multi-objective optimization of ethanol fuelled HCCI engine performance using hybrid GRNN–PSO

H Bendu, B Deepak, S Murugan - Applied Energy, 2017 - Elsevier
In this research study, the ethanol-fuelled homogeneous charge compression ignition
(HCCI) engine operating conditions were optimized based on its performance and emission …

A centralized-based method to determine the local voltage control strategies of distributed generator operation in active distribution networks

H Ji, C Wang, P Li, J Zhao, G Song, F Ding, J Wu - Applied energy, 2018 - Elsevier
The increasing penetration of distributed generators (DGs) exacerbates the risk of voltage
violations in active distribution networks (ADNs). The var capacity provided by DG inverters …

Accelerated ADMM-based fully distributed inverter-based volt/var control strategy for active distribution networks

T Xu, W Wu - IEEE Transactions on Industrial Informatics, 2020 - ieeexplore.ieee.org
Voltage and reactive power control via inverter-based distributed generators (DGs) is
necessary for distribution networks to mitigate voltage violations. This article presents an …

A two-level game optimal dispatching model for the park integrated energy system considering Stackelberg and cooperative games

S Yang, Z Tan, J Zhou, F Xue, H Gao, H Lin - International journal of …, 2021 - Elsevier
Due to the reform and liberalization of the multi-energy market and the increasing complexity
of the internal main body coupling of the park integrated energy system, the effective use of …

Multi-objective optimization of modified nanofluid fuel blends at different TiO2 nanoparticle concentration in diesel engine: Experimental assessment and modeling

V Saxena, N Kumar, VK Saxena - Applied energy, 2019 - Elsevier
Application of metal nanoparticles as combustion catalyst in diesel biodiesel fuel blends has
grown recently. Efficient utilization of modified nanofluid fuels (MNF) is possible only when …

Two-stage dynamic management in energy communities using a decision system based on elastic net regularization

A Rosato, M Panella, A Andreotti, OA Mohammed… - Applied Energy, 2021 - Elsevier
The modern revolutionary changes in power delivery systems with the advent of smart and
flexible grids require systems interoperability, seamless integration of technologies and …

An efficient particle swarm optimization for large-scale hardware/software co-design system

X Yan, F He, N Hou, H Ai - International Journal of Cooperative …, 2018 - World Scientific
In the co-design process of hardware/software (HW/SW) system, especially for large and
complicated embedded systems, HW/SW partitioning is a challenging step. Among different …

AMI-based energy management for islanded AC/DC microgrids utilizing energy conservation and optimization

M Manbachi, M Ordonez - IEEE Transactions on Smart Grid, 2017 - ieeexplore.ieee.org
This paper presents a new approach for quasi real-time and adaptive energy management
for islanded ac/dc microgrids using advanced metering infrastructure (AMI) data. This paper …