DETECTION AND ANALYSIS OF COMBUSTION INSTABILITY FROM HI-SPEED FLAME IMAGES USING DYNAMIC MODE DECOMPOSITION

被引:0
|
作者
Ghosal, Sambuddha [1 ]
Ramanan, Vikram [2 ]
Sarkar, Soumalya [3 ]
Chakravarthy, Satyanarayanan R. [2 ]
Sarkar, Soumik [1 ]
机构
[1] Iowa State Univ, Dept Mech Engn, Ames, IA 50011 USA
[2] Indian Inst Technol Madras, Madras, Tamil Nadu, India
[3] United Technol Res Ctr, E Hartford, CT 06108 USA
关键词
D O I
暂无
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Flame dynamics and combustion instability is a complex problem involving different non-linearities. Combustion instability has several detrimental effects on flight-propulsion dynamics and structural integrity of gas turbines and any such spaces where combustion takes places internally, primarily in internal combustion engines. The description of coherent features of fluid flow in such cases is essential to our understanding of the flame dynamics and propagation processes. A method that is able to extract dynamic information from flow fields that are generated by a direct numerical simulation or visualized in a physical experiment (like in the case discussed in this paper) is Dynamic Mode Decomposition. This paper presents such a feature extraction and stability analysis of hi -speed combustion flames using Dynamic Mode Decomposition and it's sparsity promoting variant. Extensive experimental data was collected in a swirl-stabilized dump combustor at various operating conditions (e.g. premixing level and flow velocity) for analysing the flame stability conditions.
引用
收藏
页数:10
相关论文
共 50 条
  • [31] Modal analysis of vortex rope using dynamic mode decomposition
    Salehi, Saeed
    Nilsson, Hakan
    PHYSICS OF FLUIDS, 2024, 36 (02)
  • [32] Analysis of Dynamic Antral Scintigraphy Using Empirical Mode Decomposition
    Ngamsirijit, Panasun
    Jarumaneeroj, Pisit
    Chaiwatanarat, Tawatchai
    Rakvongthai, Yothin
    2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2017, : 2932 - 2935
  • [33] Analysis of Airfoil Stall Control Using Dynamic Mode Decomposition
    Mohan, Arvind T.
    Gaitonde, Datta V.
    JOURNAL OF AIRCRAFT, 2017, 54 (04): : 1508 - 1520
  • [34] Modal Analysis of the Human Brain Using Dynamic Mode Decomposition
    Mclean, Jayse
    Fereydoonpour, Mehran
    Ziejewski, Mariusz
    Karami, Ghodrat
    BIOENGINEERING-BASEL, 2024, 11 (06):
  • [35] Analysis of dynamic stall control on a pitching airfoil using dynamic mode decomposition
    Zhong, Junwei
    Li, Jingyin
    Liu, Huizhong
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART A-JOURNAL OF POWER AND ENERGY, 2023, 237 (08) : 1699 - 1714
  • [36] Resolving mode mixing in boiling water reactors instability analysis using variational mode decomposition
    Montalvo, Cristina
    Gavilan, Carlos J.
    Garcia-Berrocal, Agustin
    Torres, Luis A.
    INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2021, 45 (04) : 6067 - 6085
  • [37] Slope instability detection for muddy submarine channels using sub-bottom profile images based on bidimensional empirical mode decomposition
    Zhang, Cunyong
    GEO-MARINE LETTERS, 2021, 41 (01)
  • [38] Slope instability detection for muddy submarine channels using sub-bottom profile images based on bidimensional empirical mode decomposition
    Cunyong Zhang
    Geo-Marine Letters, 2021, 41
  • [39] Study on instability of circular liquid jets at subcritical to supercritical conditions using dynamic mode decomposition
    Ayyappan, Dhanesh
    Kumar, Ajith S.
    Vaidyanathan, Aravind
    Nandakumar, K.
    PHYSICS OF FLUIDS, 2020, 32 (01)
  • [40] Detection of gear faults in variable rotating speed using variational mode decomposition (VMD)
    Mahgoun, Hafida
    Chaari, Fakher
    Felkaoui, Ahmed
    MECHANICS & INDUSTRY, 2016, 17 (02) : 207 - U81