The Start of Combustion Prediction for Methane-Fueled HCCI Engines: Traditional vs. Machine Learning Methods

Design, development and testing a hybrid control model for RCCI engine using double Wiebe function and random forest machine learning

(2021) Chinmaya Mishra et al.   CONTROL ENGINEERING PRACTICE

Machine Learning Integration With Combustion Physics to Develop a Composite Predictive Model for Reactivity Controlled Compression Ignition Engine

(2021) Chinmaya Mishra et al.   JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME

A comparative study of several machine learning based non-linear regression methods in estimating solar radiation: Case studies of the USA and Turkey regions

(2020) Meysam Alizamir et al.   ENERGY

Thermodynamic-CFD analysis of waste heat recovery from homogeneous charge compression ignition (HCCI) engine by Recuperative organic Rankine Cycle (RORC): Effect of operational parameters

(2020) Hosein Ezoji et al.   ENERGY

Study on the effect of water addition on combustion characteristics of a HCCI engine fueled with natural gas

(2020) Guizhi Du et al.   FUEL

A comparative study on the usage of fusel oil and reference fuels in an HCCI engine at different compression ratios

(2020) Hamit Solmaz   FUEL

Numerical investigation on the effect of oxygen in combustion characteristics and to extend low load operating range of a natural-gas HCCI engine

(2020) Jamshid Moradi et al.   APPLIED ENERGY

Data-Driven Charging Demand Prediction at Public Charging Stations Using Supervised Machine Learning Regression Methods

(2020) Ahmad Almaghrebi et al.   Energies

Numerical comparison of combustion characteristics and cost between hydrogen, oxygen and their combinations addition on natural gas fueled HCCI engine

(2020) Jamshid Moradi et al.   ENERGY CONVERSION AND MANAGEMENT

A review of controlling strategies of the ignition timing and combustion phase in homogeneous charge compression ignition (HCCI) engine

(2020) Xiongbo Duan et al.   FUEL

Numerical investigation of the effects of inlet valve closing temperature and exhaust gas recirculation on the performance and emissions of an RCCI engine

(2019) Seyed Sadegh Motallebi Hasankola et al.   JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY

Controlling the optimal combustion phasing in an HCCI engine based on load demand and minimum emissions

(2019) Mohsen Nazoktabar et al.   ENERGY

Developing a model to predict the start of combustion in HCCI engine using ANN-GA approach

(2019) M. Taghavi et al.   ENERGY CONVERSION AND MANAGEMENT

Study on the combustion characteristics of a high compression ratio HCCI engine fueled with natural gas

(2019) Zhongshu Wang et al.   FUEL

Energy and exergy analysis of a hydrogen-fueled HCCI engine

(2018) Mohamad Mostafa Namar et al.   JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY

Performance studies on homogeneous charge compression ignition (HCCI) engine powered with alternative fuels

(2018) S.V. Khandal et al.   RENEWABLE ENERGY

A simple algebraic model for predicting HCCI auto-ignition timing according to control oriented models requirements

(2017) Mohammad Mostafa Namar et al.   ENERGY CONVERSION AND MANAGEMENT

Modeling and controller design architecture for cycle-by-cycle combustion control of homogeneous charge compression ignition (HCCI) engines – A comprehensive review

(2017) Morteza Fathi et al.   ENERGY CONVERSION AND MANAGEMENT