New mist-edge-fog-cloud system architecture for thermal error prediction and control enabled by deep-learning

HANSEL: Adaptive horizontal scaling of microservices using Bi-LSTM

(2021) Ming Yan et al.   APPLIED SOFT COMPUTING

Numerical simulation of gas explosion suppression by ultrasonic water mist based on the Cloud, Fog, and Edge Computing

(2021) Rongzheng Liu et al.   Environmental Technology & Innovation

Thermally-induced error compensation of spindle system based on long short term memory neural networks

(2021) Jialan Liu et al.   APPLIED SOFT COMPUTING

A novel wind speed prediction strategy based on Bi-LSTM, MOOFADA and transfer learning for centralized control centers

(2021) Tao Liang et al.   ENERGY

Detection of solder paste defects with an optimization‐based deep learning model using image processing techniques

(2021) Ali Sezer et al.   SOLDERING & SURFACE MOUNT TECHNOLOGY

Atmosphere: Context and situational-aware collaborative IoT architecture for edge-fog-cloud computing

(2021) Guadalupe Ortiz et al.   COMPUTER STANDARDS & INTERFACES

Thermal-mechanical coupling calculation method for deformation error of motorized spindle of machine tool

(2021) Yangfan Li et al.   ENGINEERING FAILURE ANALYSIS

Workload Allocation in IoT-Fog-Cloud Architecture Using a Multi-Objective Genetic Algorithm

(2020) Mahdi Abbasi et al.   Journal of Grid Computing

An efficient and robust bat algorithm with fusion of opposition-based learning and whale optimization algorithm

(2020) Jinkun Luo et al.   Intelligent Data Analysis

A full migration BBO algorithm with enhanced population quality bounds for multimodal biomedical image registration

(2020) Yilin Chen et al.   APPLIED SOFT COMPUTING

Thermal error compensation of linear axis with fixed-fixed installation

(2020) Chi Ma et al.   INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES

Influence of gear hobbing feed marks on the resulting gear quality after discontinuous profile grinding

(2020) Nikolai Guba et al.   CIRP Journal of Manufacturing Science and Technology

Physics guided neural network for machining tool wear prediction

(2020) Jinjiang Wang et al.   JOURNAL OF MANUFACTURING SYSTEMS

Forecast of short-term daily reference evapotranspiration under limited meteorological variables using a hybrid bi-directional long short-term memory model (Bi-LSTM)

(2020) Juan Yin et al.   AGRICULTURAL WATER MANAGEMENT

A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series

(2020) Seçkin Karasu et al.   ENERGY

A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer

(2020) Aytaç Altan et al.   APPLIED SOFT COMPUTING

Development of an edge computing-based cyber-physical machine tool

(2020) Jian Zhang et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Thermal error compensation model for a motorized spindle with shaft core cooling based on exponential function

(2019) Xiaojun Shi et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Digital currency forecasting with chaotic meta-heuristic bio-inspired signal processing techniques

(2019) Aytaç Altan et al.   CHAOS SOLITONS & FRACTALS

Constructing a PM2.5 concentration prediction model by combining auto-encoder with Bi-LSTM neural networks

(2019) Bo Zhang et al.   ENVIRONMENTAL MODELLING & SOFTWARE

An adaptive self-learning compensation approach for thermal errors on 5-axis machine tools handling an arbitrary set of sample rates

(2018) Josef Mayr et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

A Bi-LSTM memory network for end-to-end goal-oriented dialog learning

(2018) Byoungjae Kim et al.   COMPUTER SPEECH AND LANGUAGE

An exploration-enhanced grey wolf optimizer to solve high-dimensional numerical optimization

(2018) Wen Long et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Mobile edge computing, Fog et al.: A survey and analysis of security threats and challenges

(2018) Rodrigo Roman et al.   Future Generation Computer Systems-The International Journal of eScience

Utilization of heat quantity to model thermal errors of machine tool spindle

(2018) Shuanggang Huang et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Robust modeling method for thermal error of CNC machine tools based on ridge regression algorithm

(2017) Hui Liu et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

Volumetric accuracy evaluation for five-axis machine tools by modeling spherical deviation based on double ball-bar kinematic test

(2017) Lei Zhong et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

The performance of vapor compression cooling system aided Ranque-Hilsch vortex tube

(2017) Merve Acar et al.   Thermal Science

Thermal error modelling of a gantry-type 5-axis machine tool using a Grey Neural Network Model

(2016) Ali M. Abdulshahed et al.   JOURNAL OF MANUFACTURING SYSTEMS

SCA: A Sine Cosine Algorithm for solving optimization problems

(2016) Seyedali Mirjalili   KNOWLEDGE-BASED SYSTEMS

Study on the effects of changes in temperature-sensitive points on thermal error compensation model for CNC machine tool

(2015) Enming Miao et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

A thermal error model for large machine tools that considers environmental thermal hysteresis effects

(2014) Bo Tan et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

Thermal issues in machine tools

(2012) Josef Mayr et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY