Design and implementation of deep neural network-based control for automatic parking maneuver process

R Chai, A Tsourdos, A Savvaris, S Chai… - … on Neural Networks …, 2020 - ieeexplore.ieee.org
… In this approach, the system states and controls are discretized on a set of temporal nodes
{… convergence speed and the successful rate for finding the optimal parking maneuver profile

Efficient sampling-based maximum entropy inverse reinforcement learning with application to autonomous driving

Z Wu, L Sun, W Zhan, C Yang… - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
… generated using decoupled spatio-temporal approaches… -optimal speed plans. To account
for discrete driving decisions in interactive scenarios, we will find one suggested speed profile

[HTML][HTML] A comprehensive survey on climate optimal aircraft trajectory planning

A Simorgh, M Soler, D González-Arribas, S Matthes… - Aerospace, 2022 - mdpi.com
speed are some equality boundary constraints that are usually considered in ATO. Moreover,
feasible ranges for speed profile … In this study, a 3D formulation with variable velocity and …

Eco-driving-based cooperative adaptive cruise control of connected vehicles platoon at signalized intersections

F Ma, Y Yang, J Wang, X Li, G Wu, Y Zhao, L Wu… - … and Environment, 2021 - Elsevier
… The target speed is more like a temporary speed limit for the … was compared for the velocity
planning of the lead vehicle. … controller follows the optimal velocity profile which was obtained …

A survey on trajectory-prediction methods for autonomous driving

Y Huang, J Du, Z Yang, Z Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… Abstract—In order to drive safely in a dynamic environment, … simulate the real scenes at a
dynamically changing speed. In [51]… uses nonlinear optimization methods to optimize the initial …

BIM-based combination of takt time and discrete event simulation for implementing just in time in construction scheduling under constraints

S Abbasi, K Taghizade, E Noorzai - Journal of construction …, 2020 - ascelibrary.org
… to simulate the dynamic environment to reduce uncertainties. … , to optimize the equipment
and labor required using DES to … However, some chains may not be able to match the speed of …

Optimization strategy based on deep reinforcement learning for home energy management

Y Liu, D Zhang, HB Gooi - CSEE Journal of Power and Energy …, 2020 - ieeexplore.ieee.org
… and scheduling problems under a dynamic environment [16], [17]. … -dimension and
computational speed problems in order to … of endusers in a dynamic environment can be improved …

Optimizing energy consumption and occupants comfort in open-plan offices using local control based on occupancy dynamic data

S Salimi, A Hammad - Building and Environment, 2020 - Elsevier
dynamic occupancy profiles based on RTLS data to represent temporal variations of
occupancy patterns in open-plan … simulation model with the optimization algorithm to optimally …

[HTML][HTML] Recent advances in connected and automated vehicles

D Elliott, W Keen, L Miao - journal of traffic and transportation engineering …, 2019 - Elsevier
… The traffic density and optimal velocity through is calculated by the intersection manager …
permits traveling through the slot but at a velocity profile that exceeds the posted speed limits of …

Optimal power management based on Q-learning and neuro-dynamic programming for plug-in hybrid electric vehicles

C Liu, YL Murphey - IEEE transactions on neural networks and …, 2019 - ieeexplore.ieee.org
… Due to random inputs such as driver’s speed and torque requests from the environment, we
… to dynamic environments. For this reason, we developed an NN to approximate the optimal Q…