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Optimal operation of combined heat and power under uncertainty and risk aversion
Highlights Combined heat and power (CHP) has the potential to improve energy sustainability. However, CHP adoption is hampered by exposure to risk from uncertain energy prices. Via a mean-risk optimisation model, we obtain an operational strategy for CHP. We demonstrate that CHP can be used to reduce risk along with financial contracts. Monthly gas futures contracts serve as complements for CHP.
Abstract Despite the proven benefits of combined heat and power (CHP) and recently introduced subsidies to support it, CHP adoption has not met its targets. One of the possible reasons for this is risk from uncertain electricity and gas prices. To gain insights into the risk management of a CHP unit, we develop a multi-stage stochastic mean-risk optimisation model for the medium-term management of a distributed generation system with a gas-fired microturbine with heat recovery and a boiler. The model adopts the perspective of a large consumer that procures gas (for on-site generation) and electricity (for consumption) on the spot and futures markets. The consumer's risk aversion is incorporated into the model through the conditional value-at-risk (CVaR) measure. We show that CHP not only decreases the consumer's expected cost and risk exposure by 10% each but also improves expected energy efficiency by 4 percentage points and decreases expected CO2 emissions by 16%. The risk exposure can be further mitigated through the use of financial contracts.
Optimal operation of combined heat and power under uncertainty and risk aversion
Highlights Combined heat and power (CHP) has the potential to improve energy sustainability. However, CHP adoption is hampered by exposure to risk from uncertain energy prices. Via a mean-risk optimisation model, we obtain an operational strategy for CHP. We demonstrate that CHP can be used to reduce risk along with financial contracts. Monthly gas futures contracts serve as complements for CHP.
Abstract Despite the proven benefits of combined heat and power (CHP) and recently introduced subsidies to support it, CHP adoption has not met its targets. One of the possible reasons for this is risk from uncertain electricity and gas prices. To gain insights into the risk management of a CHP unit, we develop a multi-stage stochastic mean-risk optimisation model for the medium-term management of a distributed generation system with a gas-fired microturbine with heat recovery and a boiler. The model adopts the perspective of a large consumer that procures gas (for on-site generation) and electricity (for consumption) on the spot and futures markets. The consumer's risk aversion is incorporated into the model through the conditional value-at-risk (CVaR) measure. We show that CHP not only decreases the consumer's expected cost and risk exposure by 10% each but also improves expected energy efficiency by 4 percentage points and decreases expected CO2 emissions by 16%. The risk exposure can be further mitigated through the use of financial contracts.
Optimal operation of combined heat and power under uncertainty and risk aversion
Maurovich-Horvat, Lajos (author) / Rocha, Paula (author) / Siddiqui, Afzal S. (author)
Energy and Buildings ; 110 ; 415-425
2015-11-03
11 pages
Article (Journal)
Electronic Resource
English
Optimal Operation of Combined Heat and Power under Uncertainty and Risk Aversion
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