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2019 Journal Article PV and demand models for a Markov decision process formulation of the home energy management problemKeerthisinghe, Chanaka, Chapman, Archie C. and Verbic, Gregor (2019). PV and demand models for a Markov decision process formulation of the home energy management problem. IEEE Transactions on Industrial Electronics, 66 (2) 8402236, 1424-1433. doi: 10.1109/tie.2018.2850023 |
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2019 Conference Publication Estimating the option value of grid-scale battery systems to distribution network service providersMa, Yiju, Verbič, Gregor and Chapman, Archie C. (2019). Estimating the option value of grid-scale battery systems to distribution network service providers. PowerTech 2019, Milan, Italy, 23-27 June 2019. Institute of Electrical and Electronics Engineers. doi: 10.1109/ptc.2019.8810600 |
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2019 Conference Publication Trading arrangements and cost allocation in P2P energy markets on low-voltage networksGuerrero, Jaysson, Chapman, Archie C. and Verbic, Gregor (2019). Trading arrangements and cost allocation in P2P energy markets on low-voltage networks. IEEE Power & Energy Society General Meeting (PESGM), Atlanta, GA, United States, 4-8 August 2019. Piscataway, NJ, United States: IEEE. doi: 10.1109/pesgm40551.2019.8973410 |
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2019 Conference Publication Energy management of buildings with phase change materials based on dynamic programmingRahimpour, Zahra, Verbic, Gregor and Chapman, Archie C. (2019). Energy management of buildings with phase change materials based on dynamic programming. PowerTech 2019, Milan, Italy, 23-27 June 2019. Institute of Electrical and Electronics Engineers. doi: 10.1109/ptc.2019.8810699 |
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2019 Conference Publication Local energy markets in LV networks: community based and decentralized P2P approachesGuerrero, Jaysson, Chapman, Archie C. and Verbič, Gregor (2019). Local energy markets in LV networks: community based and decentralized P2P approaches. PowerTech 2019, Milan, Italy, 23-27 June 2019. Institute of Electrical and Electronics Engineers. doi: 10.1109/ptc.2019.8810588 |
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2019 Book Chapter Energizing demand side participationVerbic, Gregor, Mhanna, Sleiman and Chapman, Archie C. (2019). Energizing demand side participation. Pathways to a smarter power system. (pp. 115-181) edited by Akın Taşcıkaraoğlu. London, United Kingdom: Elsevier. doi: 10.1016/c2017-0-03015-x |
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2019 Journal Article Energy management of PV-storage systems: policy approximations using machine learningKeerthisinghe, Chanaka, Chapman, Archie C. and Verbic, Gregor (2019). Energy management of PV-storage systems: policy approximations using machine learning. IEEE Transactions on Industrial Informatics, 15 (1) 8361467, 257-265. doi: 10.1109/tii.2018.2839059 |
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2019 Conference Publication An engineered empirical Bernstein boundBurgess, Mark, Chapman, Archie C. and Scott, Paul (2019). An engineered empirical Bernstein bound. European Conference on Machine Learning, Wurzberg, Germany, 16-20 September 2019. Springer. doi: 10.1007/978-3-030-46133-1_6 |
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2019 Journal Article Generic demand model considering the impact of prosumers for future grid scenario analysisRiaz, Shariq, Marzooghi, Hesamoddin, Verbic, Gregor, Chapman, Archie C. and Hill, David J. (2019). Generic demand model considering the impact of prosumers for future grid scenario analysis. IEEE Transactions on Smart Grid, 10 (1) 8038815, 819-829. doi: 10.1109/tsg.2017.2752712 |
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2019 Conference Publication Shapley value analysis of distribution network cost-causality pricingAzuatalam, Donald, Chapman, Archie C. and Verbic, Gregor (2019). Shapley value analysis of distribution network cost-causality pricing. PowerTech, Milan, Italy, 23-27 June 2019. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ptc.2019.8810968 |
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2018 Conference Publication Techno-economic Analysis of Residential PV-battery Self-consumptionAzuatalam, Donald, Förstl, Markus, Paridari, Kaveh, Ma, Yiju, Chapman, Archie C. and Verbič, Gregor (2018). Techno-economic Analysis of Residential PV-battery Self-consumption. Asia-Pacific Solar Research Conference 2018, Sydney, NSW, Australia, 4-6 December 2018. Sydney, NSW Australia: Australian PV Institute. |
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2018 Journal Article Component-based dual decomposition methods for the OPF problemMhanna, Sleiman, Chapman, Archie C. and Verbic, Gregor (2018). Component-based dual decomposition methods for the OPF problem. Sustainable Energy Grids and Networks, 16, 91-110. doi: 10.1016/j.segan.2018.04.003 |
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2018 Journal Article A faithful and tractable distributed mechanism for residential electricity pricingMhanna, Sleiman, Chapman, Archie C. and Verbic, Gregor (2018). A faithful and tractable distributed mechanism for residential electricity pricing. IEEE Transactions On Power Systems, 33 (4), 4238-4252. doi: 10.1109/tpwrs.2017.2771945 |
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2018 Journal Article A framework for assessing renewable integration limits with respect to frequency performanceAhmadyar, Ahmad Shabir, Riaz, Shariq, Verbic, Gregor, Chapman, Archie and Hill, David J. (2018). A framework for assessing renewable integration limits with respect to frequency performance. IEEE Transactions On Power Systems, 33 (4), 4444-4453. doi: 10.1109/tpwrs.2017.2773091 |
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2018 Journal Article A fast technique for smart home management: ADP with temporal difference learningKeerthisinghe, Chanaka, Verbic, Gregor and Chapman, Archie C. (2018). A fast technique for smart home management: ADP with temporal difference learning. IEEE Transactions on Smart Grid, 9 (4), 3291-3303. doi: 10.1109/tsg.2016.2629470 |
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2018 Conference Publication Optimal HVAC scheduling using phase-change material as a demand response resourceAzuatalam, Donald, Mhanna, Sleiman, Chapman, Archie and Verbic, Gregor (2018). Optimal HVAC scheduling using phase-change material as a demand response resource. 2017 IEEE Innovative Smart Grid Technologies - Asia: Smart Grid for Smart Community, ISGT-Asia 2017, 4-7 December 2017, Auckland, New Zealand. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/isgt-asia.2017.8378315 |
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2018 Conference Publication A plug-and-play home energy management algorithm using optimization and machine learning techniquesParidari, Kaveh, Azuatalam, Donald, Chapman, Archie C., Verbic, Gregor and Nordstrom, Lars (2018). A plug-and-play home energy management algorithm using optimization and machine learning techniques. 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2018, Aalborg, Denmark, 29-31 October 2018. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/smartgridcomm.2018.8587418 |
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2018 Conference Publication The Generalized N&K Value: An Axiomatic Mechanism for Electricity TradingBurgess, Mark Alexander, Chapman, Archie C. and Scott, Paul (2018). The Generalized N&K Value: An Axiomatic Mechanism for Electricity Trading. 17th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS), Stockholm, Sweden, 10-15 July 2018. New York, NY United States: Association for Computing Machinery. |
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2018 Conference Publication Impacts of network tariffs on distribution network power flowsAzuatalam, Donald, Verbic, Gregor and Chapman, Archie (2018). Impacts of network tariffs on distribution network power flows. 2017 Australasian Universities Power Engineering Conference, AUPEC 2017, Melbourne, VIC Australia, 19-22 November 2017. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/aupec.2017.8282380 |
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2018 Conference Publication Accelerated methods for the SOCP-Relaxed component-based distributed optimal power flowMhanna, Sleiman, Verbic, Gregor and Chapman, Archie C. (2018). Accelerated methods for the SOCP-Relaxed component-based distributed optimal power flow. 20th Power Systems Computation Conference, PSCC 2018, Dublin, Ireland, 11-15 June 2018. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.23919/pscc.2018.8442892 |
