Business Performance Prediction and Optimization Model Based on System Dynamics

Abstract

Abstract: Business performance prediction and optimization are important segments in business performance management (BPM). A business performance prediction and optimization model and an implementation scheme using data warehouse technique and system dynamics (SD) are presented. Three key points of this model are studied: ① The construction of key performance indicators (KPIs). ② The mapping method from KPIs to SD model. ③ Algorithms to solve the KPI prediction and optimization in SD model. The scheme is deployed in a real workflow system CIMFlow to testify the effectiveness.

Key words: Data warehouse, Business performance management, System dynamics

CLC Number:

TP39

XIONG Pengcheng;FAN Yushun. Business Performance Prediction and Optimization Model Based on System Dynamics[J]. , 2008, 44(4): 107-112.

[1]	FENG Jiwei, YIN Guodong, LIANG Jinhao, ZHUANG Weichao, PENG Pai, LU Yanbo, CAI Guoshun, XU Liwei. Human-machine Cooperative Control Framework for Intelligent Vehicle Considering Intervention Punishment [J]. Journal of Mechanical Engineering, 2024, 60(14): 238-251.
[2]	DAI Wei, PAN Yongjun, ZHANG Zhifei. Semi-recursive Modeling of Vehicle Multibody System Based on Suspension-control-arm Removal Technique [J]. Journal of Mechanical Engineering, 2023, 59(16): 263-274.
[3]	HAN Jian, LI Zhihui, XIAO Xinbiao, YANG Gang, WEN Zefeng, JIN Xuesong. Study on Dynamic Behaviour of Metro Train and Embedded Track System I: Theoretical Modeling, Experimental Analysis and Verification [J]. Journal of Mechanical Engineering, 2020, 56(22): 148-158.
[4]	SUN Gang, REN Zunsong, XIN Xin, WEI Xue. Dynamics of Gear Transmission System of High-speed Vehicle [J]. Journal of Mechanical Engineering, 2019, 55(18): 104-111.
[5]	REN Zunsong. Study on Wheel/Rail Impact Dynamics with Three Dimensional Wheel Flat Model [J]. Journal of Mechanical Engineering, 2018, 54(15): 78-85.
[6]	XU Kai, LI Fu, AN Qi, LI Jincheng. Research on Dynamic Performance of Container Flat Car Body Based on the Car Body Stiffness [J]. Journal of Mechanical Engineering, 2018, 54(10): 143-150.
[7]	ZHANG Le, ZHANG Dingguo. Two-loop Implicit Integration Method Based on Backward Differential Formulation for Differential-algebraic Equations of Multibody System Dynamics [J]. Journal of Mechanical Engineering, 2016, 52(7): 79-87.
[8]	HAN Peng, ZHANG Weihua. Prediction Model and Verification of Wheel Wear in High-speed Trains [J]. Journal of Mechanical Engineering, 2016, 52(2): 144-149.
[9]	YU Mengge;ZHANG Jiye;ZHANG Weihua. Running Safety of High-speed Trains on Bridges under Strong Crosswinds [J]. , 2012, 48(18): 104-111.
[10]	SUN Hongli;WU Hongtao;SHEN Jingjin. Recursive Dynamics Algorithm for Multi-body System Modeling and Analysis Considering Small Amplitude Liquid Sloshing [J]. , 2010, 46(19): 78-85.
[11]	SONG Liquan;ZHAO Xiaofeng;HE Zehai;LUO Shuming;TIAN Hongyan;FAN Zhaozhong. Analysis Model and Inherent Characteristics of Torsional Vibration of the Dual Mass Flywheel-circumferential Short Spring Introduced Friction [J]. , 2009, 45(11): 99-105.
[12]	YANG Xiujian;WANG Zengcai. Linear Parameter-varying Modeling Method Based Gain-scheduling Control of Yaw Moment for Vehicle Stability [J]. , 2009, 45(1): 300-308.
[13]	REN Zunsong;XIE Jilong. Influence on Axle Load to the Service Life of the Crossbar Set of Railway Freight Car with Equivalent Load [J]. , 2008, 44(3): 16-21.
[14]	Li di;Zhang Chunhua;Lai Yizong. RESEARCH ON DATA MART AND DATA MINING OF WELDING WORKSHOP [J]. , 2003, 39(4): 79-82.
[15]	Liu Yanqing;Zhang Jianwu;Cheng Xiaoming. THEORETICAL AND EXPERIMENTAL STUDY OF ONE-SIDE WEAR-OUT FOR HYDRAULIC SHOCK ABSORBER [J]. , 2002, 38(5): 100-104.

Business Performance Prediction and Optimization Model Based on System Dynamics

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments