scholarly journals Implementing a Real-Time, Energy-Efficient Control Methodology to Maximize Manufacturing Profits

2016 ◽  
Vol 46 (6) ◽  
pp. 855-866 ◽  
Author(s):  
Michael P. Brundage ◽  
Qing Chang ◽  
Yang Li ◽  
Jorge Arinez ◽  
Guoxian Xiao
Keyword(s):  
Real Time ◽  
Energy Efficient ◽  
Efficient Control ◽  
Control Methodology

Real-Time Velocity Optimization for Energy-Efficient Control of Connected and Automated Vehicles

2021 ◽  
Author(s):  
Shiying Dong ◽  
Bing Zhao Gao ◽  
Hong Chen ◽  
Yanjun Huang ◽  
Qifang Liu
Keyword(s):  
Real Time ◽  
Numerical Algorithm ◽  
Energy Efficient ◽  
Trajectory Optimization ◽  
Minimum Principle ◽  
Optimal Solution ◽  
Automated Vehicles ◽  
Pontryagin Minimum Principle ◽  
Optimal Inputs ◽  
Efficient Control

Abstract This paper presents a fast numerical algorithm for velocity optimization based on the Pontryagin' minimum principle (PMP). Considering the difficulties in the application of the PMP when state constraints exist, the penalty function approach is proposed to convert the state-constrained problem into an unconstrained one. Then this paper proposes an iterative numerical algorithm by using the explicit solution to find the optimal solution. The proposed numerical algorithm is applied to the velocity trajectory optimization for energy-efficient control of connected and automated vehicles (CAVs). Simulation results indicate that the algorithm can generate the optimal inputs in milliseconds, and a significant improvement in computational efficiency compared with traditional methods (a few seconds). Hardware in the Loop test for experimental validation is given to further verify the real-time performance of the proposed algorithm.

scholarly journals Real-time and contactless measurements of thermal discomfort based on human poses for energy efficient control of buildings

2019 ◽  
Vol 162 ◽  
pp. 106284 ◽  
Author(s):  
Bin Yang ◽  
Xiaogang Cheng ◽  
Dengxin Dai ◽  
Thomas Olofsson ◽  
Haibo Li ◽  
...  
Keyword(s):  
Real Time ◽  
Energy Efficient ◽  
Thermal Discomfort ◽  
Efficient Control ◽  
Contactless Measurements

Designing a Knowledge base for Intelligent Information System of MIMO Control

2018 ◽  
pp. 24-30
Author(s):  
D. Yu. Muromtsev ◽  
A. N. Gribkov ◽  
I. V. Tyurin ◽  
V. N. Shamkin
Keyword(s):  
Control System ◽  
Knowledge Base ◽  
Real Time ◽  
Energy Efficient ◽  
Mimo Systems ◽  
Control Object ◽  
Information Control ◽  
Control Actions ◽  
Efficient Control ◽  
Intelligent Information

Introduction: The problem of designing information control systems for MIMO systems requires a comprehensive analysis of their operational and technological regimes. Artificial intelligence methods can be used to solve problems related to building models and their optimization in conditions of uncertainty when it is necessary to make prompt decisions.Purpose:Developing a methodology for designing an intelligent information control system which would be invariant to various MIMO systems and could promptly synthesize energy-efficient control actions in real time, taking into account the features of these objects.Results:A static model has been developed for a frame-based knowledge base of an information-control system for energy-intensive process plants in dynamic operation modes. It allows you to take into account the number of states of the operating capability of the control object, many states of its operation, and destabilizing factors of various types. An integrated graph is proposed for generalized intellectualization technology of synthesizing energy-saving control actions for MIMO thermal facilities in warm-up mode.Practical relevance: The created knowledge base structure allows you to promptly provide information for modules realizing algorithmic support of an intelligent information and control system, which in turn makes it possible to synthesize energy-efficient control of a MIMO thermal facility in real time. In addition, energysaving control is characterized by a smooth flow of thermal processes, and this leads to increased durability and safety of the equipment operation.

Energy Efficient and Real-Time NOMA Scheduling in IoMT-based Three-Tier WBANs

2021 ◽  
pp. 1-1
Author(s):  
Zeinab Askari ◽  
Jamshid Abouei ◽  
Muhammad Jaseemuddin ◽  
Alagan Anpalagan
Keyword(s):  
Real Time ◽  
Energy Efficient

Identification and energy efficient control for a building: Getting inspired by MPC

2015 ◽  
Author(s):  
Eva Zacekova ◽  
Matej Pcolka ◽  
Jaroslav Tabacek ◽  
Jiri Tezky ◽  
Rush Robinett ◽  
...  
Keyword(s):  
Energy Efficient ◽  
Efficient Control
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