Energy thermal management in commercial bread-baking using a multi-objective optimisation framework

被引:23
|
作者
Khatir, Zinedine [1 ]
Taherkhani, A. R. [2 ]
Paton, Joe [2 ]
Thompson, Harvey [2 ]
Kapur, Nik [2 ]
Toropov, Vassili [3 ]
机构
[1] Univ Leeds, Inst Computat & Syst Sci, Leeds LS2 9JT, W Yorkshire, England
[2] Univ Leeds, Sch Mech Engn, Leeds LS2 9JT, W Yorkshire, England
[3] Univ London, Sch Engn & Mat Sci, London E1 4NS, England
基金
英国工程与自然科学研究理事会;
关键词
Energy efficiency; Commercial bread-baking oven; Multi-objective design optimisation; Computational fluid dynamics; Experimentation; Pareto front; HEAT-TRANSFER CHARACTERISTICS; FLUID-DYNAMICS CFD; AIR-FLOW; SIMULATION; INDUSTRY; MASS;
D O I
10.1016/j.applthermaleng.2015.01.042
中图分类号
O414.1 [热力学];
学科分类号
摘要
In response to increasing energy costs and legislative requirements energy efficient high-speed air impingement jet baking systems are now being developed. In this paper, a multi-objective optimisation framework for oven designs is presented which uses experimentally verified heat transfer correlations and high fidelity Computational Fluid Dynamics (CFD) analyses to identify optimal combinations of design features which maximise desirable characteristics such as temperature uniformity in the oven and overall energy efficiency of baking. A surrogate-assisted multi-objective optimisation framework is proposed and used to explore a range of practical oven designs, providing information on overall temperature uniformity within the oven together with ensuing energy usage and potential savings. (C)2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:141 / 149
页数:9
相关论文
共 50 条
  • [1] Multi-objective Computational Fluid Dynamics (CFD) design optimisation in commercial bread-baking
    Khatir, Zinedine
    Thompson, Harvey
    Kapur, Nik
    Toropov, Vassili
    Paton, Joe
    APPLIED THERMAL ENGINEERING, 2013, 60 (1-2) : 480 - 486
  • [2] Optimisation of the energy efficiency of bread-baking ovens using a combined experimental and computational approach
    Khatir, Zinedine
    Paton, Joe
    Thompson, Harvey
    Kapur, Nik
    Toropov, Vassili
    APPLIED ENERGY, 2013, 112 : 918 - 927
  • [3] A Distributed Multi-Objective Optimisation Framework for Energy Efficiency in Mobile Backhaul Networks
    Lin, Tao
    Alpcan, Tansu
    Hinton, Kerry
    Vishwanath, Arun
    2015 IEEE CONFERENCE ON CONTROL AND APPLICATIONS (CCA 2015), 2015, : 1630 - 1636
  • [4] Thermal energy management in the bread baking industry using a system modelling approach
    Paton, Joe
    Khatir, Zinedine
    Thompson, Harvey
    Kapur, Nik
    Toropov, Vassili
    APPLIED THERMAL ENGINEERING, 2013, 53 (02) : 340 - 347
  • [5] A multi-objective optimisation approach to water management
    Xevi, E
    Khan, S
    JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2005, 77 (04) : 269 - 277
  • [6] An evolutionary multi-objective framework for business process optimisation
    Vergidis, Kostas
    Saxena, Dhish
    Tiwari, Ashutosh
    APPLIED SOFT COMPUTING, 2012, 12 (08) : 2638 - 2653
  • [7] Energy efficient double-pass photovoltaic/thermal air systems using a computational fluid dynamics multi-objective optimisation framework
    Al-Damook, Moustafa
    Khatir, Zinedine
    Al Qubeissi, Mansour
    Dixon-Hardy, Darron
    Heggs, Peter J.
    APPLIED THERMAL ENGINEERING, 2021, 194
  • [8] Automated Optimisation of Multi Stage Refrigeration Systems within a Multi-Objective Optimisation Framework
    Sharma, Ishan
    Hoadley, Andrew
    Mahajani, Sanjay M.
    Ganesh, Anuradda
    PRES 2014, 17TH CONFERENCE ON PROCESS INTEGRATION, MODELLING AND OPTIMISATION FOR ENERGY SAVING AND POLLUTION REDUCTION, PTS 1-3, 2014, 39 : 25 - +
  • [9] Multi-objective optimisation of thermal energy storage using phase change materials for solar air systems
    Lin, Wenye
    Ma, Zhenjun
    Ren, Haoshan
    Gschwander, Stefan
    Wang, Shugang
    RENEWABLE ENERGY, 2019, 130 : 1116 - 1129
  • [10] Solving Multi-Objective Energy Management of a DC Microgrid using Multi-Objective Multiverse Optimization
    Lagouir, Marouane
    Badri, Abdelmajid
    Sayouti, Yassine
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY DEVELOPMENT-IJRED, 2021, 10 (04): : 911 - 922