Cyber Physical Systems for Smarter Energy Grids: Experiences at IBM Research—India

作者: Tanuja Ganu , Deva P Seetharam , Shivkumar Kalyanaraman , Jagabondhu Hazra , Vijay Arya

DOI:

关键词: Smart gridRenewable energySystems engineeringInstrumentation (computer programming)GridIBMElectrical engineeringEngineeringEfficient energy useAnalyticsCyber-physical system

摘要: Power grid operators around the world are facing a number of critical challenges such as energy and peak power shortages, outages uncertainty introduced by intermittent renewable sources. To address these challenges, research community has identified few high-level objectives: alleviation loads,  minimization losses, improving efficiency buildings loads, reducing about produced Implementing strategies would require “smarter energy” system that is instrumented, with sensors controls embedded into fabric its operations; it interconnected, enabling two-way flow information—including pricing—and across network; intelligent, using analytics automation to achieve aforementioned objectives. In this paper, we present sampling cyber physical systems have designed enable smarter supply chain. These depend on varying levels instrumentation (sensing/actuation) network connectivity. There remains large opportunity deepen contributions taking innovations full market impact, which overcoming commercial regulatory well. A feature our work was consider be informed real client  constraints in work, built prototypes experiments for similar circumstances. We hope experiences will spark more experimental innovation activity critically important being well grounded indeed, success smart grids worldwide.

参考文章(14)
William Thies, Michal Karczmarek, Saman Amarasinghe, StreamIt: A Language for Streaming Applications compiler construction. pp. 179- 196 ,(2002) , 10.1007/3-540-45937-5_14
T.K. Moon, The expectation-maximization algorithm IEEE Signal Processing Magazine. ,vol. 13, pp. 47- 60 ,(1996) , 10.1109/79.543975
Sunil Kumar Ghai, Lakshmi V Thanayankizil, Deva P Seetharam, Dipanjan Chakraborty, None, Occupancy detection in commercial buildings using opportunistic context sources pervasive computing and communications. pp. 463- 466 ,(2012) , 10.1109/PERCOMW.2012.6197536
Yuvraj Agarwal, Thomas Weng, Rajesh K. Gupta, The energy dashboard Proceedings of the First ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings - BuildSys '09. pp. 55- 60 ,(2009) , 10.1145/1810279.1810292
Lakshmi V Thanayankizil, Sunil Kumar Ghai, Dipanjan Chakraborty, Deva P Seetharam, None, Softgreen: Towards energy management of green office buildings with soft sensors communication systems and networks. pp. 1- 6 ,(2012) , 10.1109/COMSNETS.2012.6151374
David E. Bakken, Anjan Bose, Carl H. Hauser, David E. Whitehead, Gregary C. Zweigle, Smart Generation and Transmission With Coherent, Real-Time Data Proceedings of the IEEE. ,vol. 99, pp. 928- 951 ,(2011) , 10.1109/JPROC.2011.2116110
Tanuja Ganu, Jagabondhu Hazra, Deva P. Seetharam, Saiful A Husain, Vijay Arya, Liyanage Chandratilake De Silva, Rajesh Kunnath, Shivkumar Kalyanaraman, nPlug Proceedings of the 3rd International Conference on Future Energy Systems Where Energy, Computing and Communication Meet - e-Energy '12. pp. 1- 10 ,(2012) , 10.1145/2208828.2208858
Vijay Arya, T. S. Jayram, Soumitra Pal, Shivkumar Kalyanaraman, Inferring connectivity model from meter measurements in distribution networks international conference on future energy systems. pp. 173- 182 ,(2013) , 10.1145/2487166.2487186
Dwi Rahayu, Balakrishnan Narayanaswamy, Shonali Krishnaswamy, Cyril Labbé, Deva P. Seetharam, Learning to be energy-wise Proceedings of the 3rd International Conference on Future Energy Systems Where Energy, Computing and Communication Meet - e-Energy '12. pp. 10- ,(2012) , 10.1145/2208828.2208838
G.W. Hart, Nonintrusive appliance load monitoring Proceedings of the IEEE. ,vol. 80, pp. 1870- 1891 ,(1992) , 10.1109/5.192069