SLA Oriented Energy Efficiency Evaluation of Manufacturing Service

Abstract

Abstract: The development stages that included energy consumption assessment of products，energy efficiency evaluation of products，energy consumption evaluation of manufacturing services，energy efficiency evaluation of SLA oriented manufacturing services etc. were analyzed herein.Different from unit product efficiency assessment，SLA was oriented manufacturing service energy efficiency assessments，which was an assessment of the energy consumption efficiency of the whole life cycle of manufacturing services under the cost and quality of service agreed by the service providers and users.Then a SLA oriented evaluation framework for manufacturing service efficiency was put forward，which analyzed 5 key technologies，and provided the theoretical basis for users to provide available at any time，high quality low consumption manufacturing services.

Key words: service level agreement（SLA）, manufacturing service, energy efficiency assessment, energy consumption assessment

摘要： 分析了产品能耗评估、产品能效评估、制造服务能耗评估、面向服务水平等级协议（SLA）的制造服务能效评估等阶段发展历程。区别于单位产品能效评估，面向SLA的制造服务能效评估是在服务提供方和使用方约定的开销和服务质量水平下，对制造服务全生命周期的能源消耗效率进行评估。提出一种面向SLA的制造服务能效评估框架，分析了制造服务的5大类关键技术，为向用户提供可随时获取、优质低耗的制造服务提供了理论基础。

关键词: 服务水平等级协议, 制造服务, 能效评估, 能耗评估

CLC Number:

TP391

XIANG Feng, HUANG Yuanyuan, ZUO Ying, TAO Fei. SLA Oriented Energy Efficiency Evaluation of Manufacturing Service[J]. China Mechanical Engineering.

向峰, 黄圆圆, 左颖, 陶. [制造服务]面向服务水平等级协议的制造服务能效评估[J]. 中国机械工程.

References

[1]刘飞，王秋莲.机械制造系统能效评价的特点、研究现状及发展趋势[J].中国机械工程，2013，24（11）：1550-1556.
LIU Fei，WANG Qiulian.Energy Efficiency Assessment of Mechanical Manufacturing System：Characteristics，State-of-the-art and Future Trends[J].China Mechanical Engineering，2013，24（11）：1550-1556.
[2]何彦，林申龙，王禹林，等.数控机床多能量源的动态能耗建模与仿真方法[J].机械工程学报，2015，51（11）：123-132.
HE Yan，LIN Shenlong，WANG Yulin，et al.Method for Modeling the Dynamic Energy Characteristics of Multi-energy Sources in CNC Machine Tool[J].Journal of Mechanical Engineering，2015，51（11）：123-132.
[3]李涛，孔露露，张洪潮，等.典型切削机床能耗模型的研究现状及发展趋势[J].机械工程学报，2014，50（7）：102-111.
LI Tao，KONG Lulu，ZHANG Hongchao，et al.Recent Research and Development of Typical Cutting Machine Tool's Energy Consumption Model[J].Journal of Mechanical Engineering，2014，50（7）：102-111.
[4]蒋钦.中国节能减排理论研究综述[J].社科纵横，2010，25（10）：41-43.
JIANG Qin.A Review of the Theory of Energy Conservation and Emission Reduction in China[J].Social Sciences Review，2010，25（10）：41-43.
[5]吴英俊，苏宜强，成乐祥.基于熵权法和专家打分法的企业节能减排效果评估方法[J].电器与能效管理技术，2015（16）：63-68.
WU Yingjun，SU Yiqiang，CHENG Lexiang.Energy Conservation and Emission Reduction Evaluation for Enterprises Based on Entropy Weight Coefficient Method and Expert Scoring Method[J].Electrical and Energy Efficiency Management Technology，2015（16）：63-68.
[6]陈行政，李聪波，李丽，等.面向能效的多工步数控铣削工艺参数多目标优化模型[J].计算机集成制造系统，2016，22（2）：538-546.
CHEN Xingzheng，LI Congbo，LI Li，et al. Multi-objective Parameter Optimization Model of Multi-pass CNC Milling for Energy Efficiency[J].International Journal of Computer Integrated Manufacturing，2016，22（2）：538-546.
[7]关伟，许淑婷.辽宁省能源效率与产业结构的空间特征及耦合关系[J].地理学报，2014，69（4）：520-530.GUAN Wei，XU Shuting.Spatial Patterns and Coupling Relations between Energy Efficiency and Industrial Structure in Liaoning Province[J].Acta Geographica Sinica，2014，69（4）：520-530.
[8]胡小梅，朱文华，王宇颖，等.高能耗企业能效综合评估系统设计研究[J].计算机工程与设计，2009，30（17）：4081-4084.
HU Xiaomei，ZHU Wenhua，WANG Yuying，et al.Research on Design of Overalls Energy Efficiency Assessment System for High Energy Consumption Enterprises[J].Computer Engineering and Design，2009，30（17）：4081-4084.
[9]李丹，余岳峰，虞亚辉.工业企业能效评估方法研究[J].上海节能，2007（5）：17-21.
LI Dan，YU Yuefeng，YU Yahui.Study of Energy Efficiency Assessment for Industrial Enterprises[J].Shanghai Energy Concervation，2007（5）：17-21.
[10]李浩，纪杨建，暴志刚，等.企业现代制造服务系统实施框架与方法学[J].计算机集成制造系统，2013，19（5）：1134-1146.
LI Hao，JI Yangjian，BAO Zhigang，et al.Implementation Framework and Methodology for Enterprise Modern Manufacturing Services System[J].International Journal of Computer Integrated Manufacturing，2013，19（5）：1134-1146.
[11]LI Hao，JI Yangjian，GU Xinjian，et al.A Universal Enterprise Manufacturing Services Maturity Model：a Case Study in a Chinese Company[J].International Journal of Computer Integrated Manufacturing，2014，27（5）：434-449.
[12]LIU J，JIANG J，CUI X，et al.Power Consumption Prediction of Web Services for Energy-efficient Service Selection[J].Personal & Ubiquitous Computing，2015，19（7）：1063-1073.
[13]ASAD Z，CHAUDHRY M A R.A Two-way Street：Green Big Data Processing for a Greener Smart Grid[J].IEEE Systems Journal，2017，11（2）：784-795.
[14]CHENG Ying，TAO Fei，ZHAO Dongming，et al.Modeling of Manufacturing Service Supply-demand Matching Hyper Network in Service-oriented Manufacturing Systems[J].Robotics and Computer Integrated Manufacturing，2016，45：59-72.
[15]ZUO Y，TAO F，NEE A Y C.An Internet of Things and Cloud-based Approach for Energy Consumption Evaluation and Analysis for a Product[J].International Journal of Computer Integrated Manufacturing，2018，31（4/5）：337-348.
[16]陶飞，吕琳，黄巍，等.基于 BOM 的节能减排评估系统研究[J].黄石理工学院学报，2012，28（4）：38-44．
TAO Fei，LU Lin，HUANG Wei，et al.Research of Energy Saving and Emission Reduction Evaluation System Based on BOM[J］.Journal of Huangshi Institute of Technology，2012，28（4）：38-44．
[17]TAO Fei，ZUO Ying，XU Lida，et al.Internet of Things and BOM-based Life Cycle Assessment of Energy-saving and Emission-reduction of Products[J］.IEEE Transactions on
Industrial Informatics，2014，10（2）：1252-1261.
[18]LV Lin，TAO Fei，ZHANG Huiping，et al.Framework of Evaluation System for Energy-saving and Emission-reduction Based on BOM[C］// IEEE International Conference on Industrial Informatics.Beijing，2012：386-390.
[19]向峰，胡业发，陶飞，等.云制造资源服务能耗评估及应用[J］.计算机集成制造系统，2012，18（9）： 2109-2116.
XIANG Feng，HU Yefa，TAO Fei，et al.Energy Consumption Evaluation and Application of Cloud Manufacturing Resource Service[J］.International Journal of Computer
Integrated Manufacturing，2012，18（9）：2109-2116.
[20]向峰.云制造系统中基于能耗的服务组合关键技术研究[D］.武汉：武汉理工大学，2013.
XIANG Feng.Research on Key Techniques of Energy Consumption Aware Service Composition in Cloud Manufacturing System[D］.Wuhan：Wuhan University of Technology，2013.
[21]ARIANYAN E，TAHERI H，KHOSHDEL V.Novel Fuzzy Multi Objective DVFS-aware Consolidation Heuristics for Energy and SLA Efficient Resource Management in Cloud Data Centers[M］.Cambridge，USA：Academic Press Ltd.，2017.