Search Results - subject:"Particle Swarm Optimization"

Data-driven method based on particle swarm optimization and k-nearest neighbor regression for estimating capacity of lithium-ion battery

Hu, Chao; Jain, Gaurav; Zhang, Puqiang; Schmidt, Craig; … - In: Applied Energy 129 (2014) C, pp. 49-55

the complex dependency of the capacity on the five features, and (iii) the adaptation of particle swarm optimization (PSO …

Persistent link: https://www.econbiz.de/10010784937

A neuro-fuzzy combination model based on singular spectrum analysis for air transport demand forecasting

Xiao, Yi; Liu, John J.; Hu, Yi; Wang, Yingfeng; Lai, … - In: Journal of Air Transport Management 39 (2014) C, pp. 1-11

particle swarm optimization (IPSO), for short-term air passenger traffic prediction. The SSA is used for identifying and …

Persistent link: https://www.econbiz.de/10010785180

Water Transfer Triggering Mechanism for Multi-Reservoir Operation in Inter-Basin Water Transfer-Supply Project

Zeng, Xiang; Hu, Tiesong; Guo, Xuning; Li, Xinjie - In: Water Resources Management 28 (2014) 5, pp. 1293-1308

mechanism, an inter-basin water transfer-supply project in China is used as a case study and an improved particle swarm … optimization algorithm (IPSO) with a simulation model is adopted for optimizing the decision variables. The results show that the …

Persistent link: https://www.econbiz.de/10010794755

Optimization of micro-grid system using MOPSO

Borhanazad, Hanieh; Mekhilef, Saad; Gounder Ganapathy, … - In: Renewable Energy 71 (2014) C, pp. 295-306

Swarm Optimization (MOPSO) method is used to find the best configuration of the system and for sizing the components. A set … generator is used for this purpose. The power management algorithm is applied to the load, and the Multi-Objective Particle …

Persistent link: https://www.econbiz.de/10010906478

A review on configurations, control and sizing methodologies of hybrid energy systems

Upadhyay, Subho; Sharma, M.P. - In: Renewable and Sustainable Energy Reviews 38 (2014) C, pp. 47-63

The demand of energy is increasing at an escalating pace and cannot be fulfilled entirely by conventional energy systems, due to their limited supplies. In addition to this they have a radical impact on the environment. In comparison to them hybrid energy systems are a suitable combination of...

Persistent link: https://www.econbiz.de/10010906677

Uncertainty handling using neural network-based prediction intervals for electrical load forecasting

Quan, Hao; Srinivasan, Dipti; Khosravi, Abbas - In: Energy 73 (2014) C, pp. 916-925

the constraint. PSO (particle swarm optimization) enhanced by the mutation operator is then used to optimally tune NN …

Persistent link: https://www.econbiz.de/10010906870

Optimum shunt capacitor placement in distribution system—A review and comparative study

Aman, M.M.; Jasmon, G.B.; Bakar, A.H.A.; Mokhlis, H.; … - In: Renewable and Sustainable Energy Reviews 30 (2014) C, pp. 429-439

Shunt capacitors are commonly used in distribution system for reactive power compensation. Different analytical, numerical programming, heuristic and artificial intelligent based techniques have been proposed in the literature for optimum shunt capacitor bank (SCB) placement. This paper will...

Persistent link: https://www.econbiz.de/10011049347

Evacuation dynamic and exit optimization of a supermarket based on particle swarm optimization

Li, Lin; Yu, Zhonghai; Chen, Yang - In: Physica A: Statistical Mechanics and its Applications 416 (2014) C, pp. 157-172

A modified particle swarm optimization algorithm is proposed in this paper to investigate the dynamic of pedestrian …

Persistent link: https://www.econbiz.de/10011061329

Development of an Optimal Reservoir Operation Scheme Using Extended Evolutionary Computing Algorithms Based on Conflict Resolution Approach: A Case Study

Karamouz, Mohammad; Nazif, Sara; Sherafat, Mohammad; … - In: Water Resources Management 28 (2014) 11, pp. 3539-3554

water. The Particle Swarm Optimization algorithm (PSO) and the Imperialism Competitive Algorithm (ICA) are applied to solve …

Persistent link: https://www.econbiz.de/10010949776

Joint economic lot sizing problem for a three—Layer supply chain with stochastic demand

Abdelsalam, Hisham M.; Elassal, Magy M. - In: International Journal of Production Economics 155 (2014) C, pp. 272-283

This paper considers the joint economic lot-sizing problem (JELP) for multi-layer supply chain with multi-retailers and single manufacturer and supplier. The paper extends the work of (Ben-Daya et al., 2013) and relaxes the assumption of deterministic demand and constant holding and ordering...

Persistent link: https://www.econbiz.de/10011043195