图书简介
This book investigates human–machine systems through the use of case studies such as crankshaft maintenance, liner piston maintenance, and biodiesel blend performance. Through mathematical modelling and using various case studies, the book provides an understanding of how a mathematical modelling approach can assist in working out problems in any industrial-oriented activity. Mathematical Modelling: Simulation Analysis and Industrial Applications details a data analysis approach using mathematical modelling sensitivity. This approach helps in the processing of any type of data and can predict the result so that based on the result, the activity can be controlled by knowing the most influencing variables or parameters involved in the phenomenon. This book helps to solve field and experimental problems of any research activity using a data-based modelling concept to assist in solving any type of problem. Students in
1. Evaluation of the System
1.1 Introduction
1.2 cause and effect relationship
1.3 Ergonomics
1.4 Anthropometry
1.5 Approach to formulate the mathematical model
2. Concept of Field Data Based Modelling
2.1 Introduction
2.2 Field Data Based Modelling
2.3 Limitations of adopting Field Data Base Model
2.4 Identification of Causes and Effects of an Activity
2.5 Dimensional Analysis
2.6 Dimensional Equation
3.Design of Experimentation
3.1 Introduction
3.2 Limitations of adopting field data-based model formulation for man machine system
3.3 The approach for formulating field data-based model
3.4 Identification of variables
3.5 Problems associated with crankshaft / liner piston maintenance activities of loco shed:
3.6 Problem associated with fossil fuels
3.7 Problem associated with conventional power generation
4.Experimentation
4.1 Introduction
4.2 Instrumentation and Data Collection
5. Formulation of Mathematical Model
5.1 Formulation of Field Data Based Model for Crankshaft Maintenance Operation
5.2 Formulation of Field Data Based Model For Liner Piston Maintenance Activity
5.3 Formulation of Field Data Based Model for Diesel Blending
5.4 Formulation of Field Data Based Model for Solar Updraft Tower
6. Artificial Neural Network Simulation
6.1 Introduction
6.2 Procedure for Formulation of ANN Simulation
6.3 Ann Program for Crankshaft Maintenance Activity
6.4. ANN Program for Liner Piston Maintenance Activity
6.5 ANN Program for Brake Thermal Efficiency and Brake Specific Fuel Consumption
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