Results 1 to 10 of about 375,511 (137)

Optimal Scheduling of Microgrid Based on Deep Deterministic Policy Gradient and Transfer Learning

open access: yesEnergies, 2021
Microgrid has flexible composition, a complex operation mechanism, and a large amount of data while operating. However, optimization methods of microgrid scheduling do not effectively accumulate and utilize the scheduling knowledge at present. This paper
Luqin Fan   +5 more
doaj   +3 more sources

Optimal Scheduling in General Multi-Queue System by Combining Simulation and Neural Network Techniques [PDF]

open access: yesSensors, 2023
The problem of optimal scheduling in a system with parallel queues and a single server has been extensively studied in queueing theory. However, such systems have mostly been analysed by assuming homogeneous attributes of arrival and service processes ...
Dmitry Efrosinin   +2 more
doaj   +2 more sources

Optimal Control Algorithms and Their Analysis for Short-Term Scheduling in Manufacturing Systems

open access: yesAlgorithms, 2018
Current literature presents optimal control computational algorithms with regard to state, control, and conjunctive variable spaces. This paper first analyses the advantages and limitations of different optimal control computational methods and ...
Boris Sokolov   +2 more
doaj   +3 more sources

A novel model predictive control strategy for multi-time scale optimal scheduling of integrated energy system

open access: yesEnergy Reports, 2022
Model predictive control is one of the key technologies to realize the multi-time scale optimal scheduling of integrated energy system. However, the traditional centralized model predictive control has the high model order, a large amount of online ...
Keyong Hu   +4 more
doaj   +3 more sources

Optimal scheduling and fair servicepolicy for STDMA in underwater networks with acoustic communications [PDF]

open access: yesSensors (Basel), 2018
In this work, a multi-hop string network with a single sink node is analyzed. A periodic optimal scheduling for TDMA operation that considers the characteristic long propagation delay of the underwater acoustic channel is presented.
Gini   +7 more
core   +4 more sources

Day-ahead optimal dispatching of AC/DC hybrid system [PDF]

open access: yesE3S Web of Conferences, 2021
In this paper, a distributed energy resource (DER) optimal scheduling method for AC/DC hybrid systems with power electronic transformer (PET) is proposed. Firstly, a PET scheduling model considering loss is established.
Yuan Kai   +3 more
doaj   +1 more source

Multi-Time Scale Collaborative Optimal Scheduling Strategy for Source-Load-Storage Considering Demand Response

open access: yes发电技术, 2023
In order to meet the challenges brought by the high proportion of new energy access in the future, it is necessary to fully tap the adjustable potential of different types of scheduling resources. Therefore, a multi-time scale optimal scheduling strategy
YANG Xiyong   +5 more
doaj   +1 more source

Scheduling Algorithm for Multiple Set-point in WSAN Based on Simulated Annealing [PDF]

open access: yesJisuanji gongcheng, 2017
Focusing on the issue of multiple user set-point adjusting the status of dynamic physical process with real time controlling in the Wireless Sensor/Actuator Network(WSAN),an algorithm to solve multiple user set-point scheduling is proposed.The algorithm ...
PENG Dejun,WANG Yanjun,LI Kuan,YOU Luyao
doaj   +1 more source

Day‐ahead optimal dispatching of hybrid power system based on deep reinforcement learning

open access: yesCognitive Computation and Systems, 2022
The problem of optimal dispatching of a power system containing a high proportion of renewable energy is of great significance for the realisation of new energy consumption and the economic and reliable operation of the power system.
Yakun Shi   +5 more
doaj   +1 more source

Efficient Joint User Association and Resource Allocation for Cloud Radio Access Networks

open access: yesIEEE Access, 2017
Coordinated scheduling is an efficient resource allocation technique employed to improve the throughput, utilization, and energy efficiency of radio networks.
Muhammad Awais   +6 more
doaj   +1 more source

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