November 5th, 2012 | Published in Research
The Software Campus integrates higher education and research projects in an innovative dual concept. It embeds students in a partnership with leading German IT companies, offering them relevant workshops and career mentoring by top managers. The goal of the Software Campus is to establish a top-ranked qualification program at the highest scientific level in which industry and academia work together to create first-class curricula. It also tries to offer a glimpse of the wide range of innovative career paths and professional fields in IT and software expertise, and to generate enthusiasm for an IT management career for men and women alike.
(© 2011 Wolfram Scheible – Used under licence of EIT ICT Labs GmbH)
The research project of TECO in Software Campus 2011: Distributed Autonomic Control Systems for Decentralized Energy Markets (VDAR), which proposes hybrid approaches with distributed control loops to realize a real-time controlled energy market model through interacting with physical power systems.
To address this problem, our research proposal focuses on a feedback control model to interconnect the physical grid and the economic market in a decoupled control loop. The proposed control loop consists of two subsystems, namely an Optimal Power Flow (OPF)-based physical system and a Continuous Double Auction (CDA)-based economic system. A dynamic coefficient matrix generated by the Locational Marginal Pricing (LMP) algorithm is adopted for the market clearing mechanism to account for the real-time power flow and transmission constraints.
Figure 1: VDAR system architecture
01/07/2012 – 30/06/2014
Industrial partner of TECO
distributed feedback control, energy market modeling, anytime prediction, service-oriented architecture, optimal power flow, continuous double auction, locational marginal pricing
Yong Ding, email@example.com
- VDAR as one of the BMBF’s exhibits of the topic “Digitale Energie” at CeBIT 2014
Figure 2: VDAR CeBIT exhibit
(2014) From Load Forecasting to Demand Response-A Web of Things Use Case, A Web of Things Use Case, 5th International Workshop on the Web of Things (WoT) in conjunction with IoT 2014, pdf
(2013) A Framework for Short-Term Activity-Aware Load Forecasting, 2nd International Workshop on AI Problems and Approaches for Intelligent Environments (AI4IE) in conjunction with IJCAI, url
(2013) A Control Loop Approach for Integrating The Future Decentralized Power Markets and Grids, 4th IEEE International Conference on Smart Grid Communications (SmartGridComm 2013), watch on youtube [expand]
- Integrating Future Decentralized Power Markets and Grids – Yong Ding and Matthias Budde, Karlsruhe Institute of Technology, Germany
- Gamification for Local Power Saving and Global Load Shaping in Future Smart Energy Systems – Matthias Budde, Yong Ding, Bolun Zhang, Karlsruhe Institute of Technology, Germany, Tsinghua University, China