Partially Evaporated Organic Rankine Cycles (PE-ORCs) can improve thermal matching with low-grade sensible heat sources by reducing the isothermal evaporation zone and the associated exergy losses. However, two-phase conditions at the expander inlet require volumetric expanders and modelling approaches that go beyond blackbox isentropic-efficiency assumptions. This paper presents a semi-empirical, lumped-parameter model of a micro-scale PE-ORC equipped with a reciprocating piston expander. The expander sub-model integrates an Interface Exchange Model (IEM) to describe non-equilibrium flash evaporation during two-phase expansion. Heat exchangers are modelled using a moving-boundary formulation coupled with the a-NTU approach, while the feed pump is represented through experimentally derived characteristic curves. The sub-model parameters are calibrated against 27 steady-state operating points from a kW-scale test bench operating with R134a. Validation against an independent experimental dataset covering heat source temperatures from 40 degrees C to 75 degrees C and expander inlet vapour qualities from 0.2 to 1 yields Relative Root Mean Squared Errors (RRMSE) below 10% for all primary output variables - including working fluid mass flow rate (RRMSE = 2.6%), expander power output (6.5%), and evaporator thermal power (5.1%). The largest deviations are associated with expander rotational speed, highlighting residual uncertainty in leakage, recompression, and mechanical-loss modelling. A parametric analysis reveals that the most favourable operation occurs at high expander-inlet vapour qualities, between 0.7 and 0.9. The maximum expander power is about 1500 W, while pump consumption can reach up to 1200 W at low vapour quality. Expander efficiency, gross second-law efficiency, and net second-law efficiency reach approximately 25%, 18%, and 8%, respectively. These results indicate that PE-ORC operation is a controllable strategy, but the attainable performance is mainly constrained by expander and pump efficiencies.

Ottaviano, S., Poletto, C., Branchini, L., De Pascale, A. (2026). Modelling analysis of partial evaporation Organic Rankine Cycle with volumetric expander. APPLIED THERMAL ENGINEERING, 305(Part 2), 1-18 [10.1016/j.applthermaleng.2026.133004].

Modelling analysis of partial evaporation Organic Rankine Cycle with volumetric expander

Ottaviano S.
;
Poletto C.;Branchini L.;De Pascale A.
2026

Abstract

Partially Evaporated Organic Rankine Cycles (PE-ORCs) can improve thermal matching with low-grade sensible heat sources by reducing the isothermal evaporation zone and the associated exergy losses. However, two-phase conditions at the expander inlet require volumetric expanders and modelling approaches that go beyond blackbox isentropic-efficiency assumptions. This paper presents a semi-empirical, lumped-parameter model of a micro-scale PE-ORC equipped with a reciprocating piston expander. The expander sub-model integrates an Interface Exchange Model (IEM) to describe non-equilibrium flash evaporation during two-phase expansion. Heat exchangers are modelled using a moving-boundary formulation coupled with the a-NTU approach, while the feed pump is represented through experimentally derived characteristic curves. The sub-model parameters are calibrated against 27 steady-state operating points from a kW-scale test bench operating with R134a. Validation against an independent experimental dataset covering heat source temperatures from 40 degrees C to 75 degrees C and expander inlet vapour qualities from 0.2 to 1 yields Relative Root Mean Squared Errors (RRMSE) below 10% for all primary output variables - including working fluid mass flow rate (RRMSE = 2.6%), expander power output (6.5%), and evaporator thermal power (5.1%). The largest deviations are associated with expander rotational speed, highlighting residual uncertainty in leakage, recompression, and mechanical-loss modelling. A parametric analysis reveals that the most favourable operation occurs at high expander-inlet vapour qualities, between 0.7 and 0.9. The maximum expander power is about 1500 W, while pump consumption can reach up to 1200 W at low vapour quality. Expander efficiency, gross second-law efficiency, and net second-law efficiency reach approximately 25%, 18%, and 8%, respectively. These results indicate that PE-ORC operation is a controllable strategy, but the attainable performance is mainly constrained by expander and pump efficiencies.
2026
Ottaviano, S., Poletto, C., Branchini, L., De Pascale, A. (2026). Modelling analysis of partial evaporation Organic Rankine Cycle with volumetric expander. APPLIED THERMAL ENGINEERING, 305(Part 2), 1-18 [10.1016/j.applthermaleng.2026.133004].
Ottaviano, S.; Poletto, C.; Branchini, L.; De Pascale, A.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/1082450
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