Anthony James Robinson
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Research Interests
Anthony James Robinson has a total of 141 co-authors. Here are the top co-authors by number of shared publications:
- Roger Kempers
Department of Mechanical Engineering, York University, Toronto, Canada
17 shared publications - Darina B. Murray
Trinity College, Dublin, Ireland
9 shared publications - Seamus Michael O'Shaughnessy
Manufacturing Biomedical Engineering Trinity College Dublin,Department of Mechanical,Dublin,Ireland
7 shared publications - Alan M. Lyons
Ph.D. Program in Chemistry, The Graduate Center of the City University of New York, 365 Fifth Avenue, New York, New York 10016, United States
6 shared publications M.J. Deasy
6 shared publicationsA. Albadawi
4 shared publications
Latest Publications
- Open Access
- 1 April 2026
- Published by Elsevier in SSRN Electronic Journal
Modelling and Optimization of Vapour Compression Refrigerated Liquid Cooling of CPUs
The present study examines the application of miniature Vapour-Compression Refrigeration (VCR) technology for cooling of high-power Central Processing Units (CPUs). Specifically, VCR-assisted liquid-cooling, which enables sub-ambient liquid coolant temperature, is investigated in terms of cooling and energy performance. A steady state mathematical model was developed that combines heat transfer, fluid mechanic, and thermodynamic sub-models of the compressor, condenser, expansion valve, evaporator, and liquid cooling circuit to predict CPU die temperatures under varying heat loads. The model was validated against experimental data across a wide range of operating conditions: CPU heat fluxes of 25 - 75 W/cm², compressor speeds of 2540 - 6502 rpm, air velocities of 3.3 - 4.2 m/s, and liquid coolant flow rates of 1 - 6 L/min. Subsequently, the model was integrated within a Design of Experiments (DOE) framework to investigate parameter sensitivities and perform system-level design optimization, primarily focussing on achieving target CPU die temperatures with maximum Coefficient of Performance (COP). The results and analysis indicate that the compressor speed exerts the dominant influence on cooling performance, though at the highest energy consumption cost. However, the COP can be increased significantly via design optimization which balances the cooling and power consumption trade-offs. In particular, increasing either or both the liquid coolant flow rate and evaporator size have a disproportionately high influence on the cooling performance compared with the additional energy consumption penalty, allowing CPU cooling targets to be achieved with maximum COP.
- 1 April 2026
- Published by Elsevier in SSRN Electronic Journal
Open AccessModelling and Optimization of Vapour Compression Refrigerated Liquid Cooling of CPUs
The present study examines the application of miniature Vapour-Compression Refrigeration (VCR) technology for cooling of high-power Central Processing Units (CPUs). Specifically, VCR-assisted liquid-cooling, which enables sub-ambient liquid coolant temperature, is investigated in terms of cooling and energy performance. A steady state mathematical model was developed that combines heat transfer, fluid mechanic, and thermodynamic sub-models of the compressor, condenser, expansion valve, evaporator, and liquid cooling circuit to predict CPU die temperatures under varying heat loads. The model was validated against experimental data across a wide range of operating conditions: CPU heat fluxes of 25 - 75 W/cm², compressor speeds of 2540 - 6502 rpm, air velocities of 3.3 - 4.2 m/s, and liquid coolant flow rates of 1 - 6 L/min. Subsequently, the model was integrated within a Design of Experiments (DOE) framework to investigate parameter sensitivities and perform system-level design optimization, primarily focussing on achieving target CPU die temperatures with maximum Coefficient of Performance (COP). The results and analysis indicate that the compressor speed exerts the dominant influence on cooling performance, though at the highest energy consumption cost. However, the COP can be increased significantly via design optimization which balances the cooling and power consumption trade-offs. In particular, increasing either or both the liquid coolant flow rate and evaporator size have a disproportionately high influence on the cooling performance compared with the additional energy consumption penalty, allowing CPU cooling targets to be achieved with maximum COP.
- Open Access
- 19 October 2025
- Published by Elsevier in Thermal Science and Engineering Progress
- Vol. 67
Optimisation of liquid jet impingement coldplate for an overclocked CPU with multiple discrete cores
- 19 October 2025
- Published by Elsevier in Thermal Science and Engineering Progress
- Vol. 67
Open AccessOptimisation of liquid jet impingement coldplate for an overclocked CPU with multiple discrete cores
- 4 June 2025
- Published by Elsevier in Applied Thermal Engineering
- Vol. 277
Nucleate pool boiling enhancement on Ti64 cold spray additive manufacturing coatings
- 4 June 2025
- Published by Elsevier in Applied Thermal Engineering
- Vol. 277
Nucleate pool boiling enhancement on Ti64 cold spray additive manufacturing coatings
- Open Access
- 23 October 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Components, Packaging and Manufacturing Technology
- Vol. 15 (3) , 488-505
Optimized Liquid Impinging Jet Arrays for Cooling CPU Packages
This study investigates optimisation of the thermal-hydraulic performance of liquid impinging jet arrays for cooling of concentrated heat sources with an integrated heat spreader, mimicking a typical high-powered CPU package. Three heat source sizes were investigated, namely 10 x 10 mm 2 , 15 x 15 mm 2 , and 20 x 20 mm 2 , all with a 1.3 mm thick copper heat spreader. An automated optimisation workflow was developed in a CFD-based environment to determine the ideal geometric design parameters of the impinging jet array heat exchangers, with the objective functions chosen to minimise hydraulic power consumption and/or minimise the overall thermal resistance, representing both single and multi-objective optimisation strategies. The analysis showed that for maximising the heat transfer performance only, the design tended to favour fewer closely spaced and higher velocity jets that targeted a concentrated region within the footprint on the heat spreader that was commensurate with the heat source. This focussed the high convective intensity of the impinging jets on the central region of the heat spreader where the highest heat flux levels exist. However, the high jet velocities incurred a comparatively high hydraulic pumping power penalty. Conversely, when minimising both thermal resistance and hydraulic power consumption simultaneously, the design favoured a much higher population of lower velocity jets in order to mitigate the pressure drop and reduce the hydraulic power. Here, despite the lower convective cooling intensity of the lower velocity jets, the designs leveraged a much larger surface area of the heat spreader, which tended to maintain high heat transfer performance with disproportionately lower hydraulic penalties.
- 23 October 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Components, Packaging and Manufacturing Technology
- Vol. 15 (3) , 488-505
Open AccessOptimized Liquid Impinging Jet Arrays for Cooling CPU Packages
This study investigates optimisation of the thermal-hydraulic performance of liquid impinging jet arrays for cooling of concentrated heat sources with an integrated heat spreader, mimicking a typical high-powered CPU package. Three heat source sizes were investigated, namely 10 x 10 mm 2 , 15 x 15 mm 2 , and 20 x 20 mm 2 , all with a 1.3 mm thick copper heat spreader. An automated optimisation workflow was developed in a CFD-based environment to determine the ideal geometric design parameters of the impinging jet array heat exchangers, with the objective functions chosen to minimise hydraulic power consumption and/or minimise the overall thermal resistance, representing both single and multi-objective optimisation strategies. The analysis showed that for maximising the heat transfer performance only, the design tended to favour fewer closely spaced and higher velocity jets that targeted a concentrated region within the footprint on the heat spreader that was commensurate with the heat source. This focussed the high convective intensity of the impinging jets on the central region of the heat spreader where the highest heat flux levels exist. However, the high jet velocities incurred a comparatively high hydraulic pumping power penalty. Conversely, when minimising both thermal resistance and hydraulic power consumption simultaneously, the design favoured a much higher population of lower velocity jets in order to mitigate the pressure drop and reduce the hydraulic power. Here, despite the lower convective cooling intensity of the lower velocity jets, the designs leveraged a much larger surface area of the heat spreader, which tended to maintain high heat transfer performance with disproportionately lower hydraulic penalties.
- Open Access
- 19 September 2024
- Published by Elsevier in Applied Thermal Engineering
- Vol. 257
Numerical investigation of tip clearance designs for oblique-cut fin microchannels
- 19 September 2024
- Published by Elsevier in Applied Thermal Engineering
- Vol. 257
Open AccessNumerical investigation of tip clearance designs for oblique-cut fin microchannels
- Open Access
- 7 May 2024
- Published by Springer Nature in npj Microgravity
- Vol. 10 (1) , 1-9
Water droplet evaporation in varied gravity and electric fields
Sessile water droplet evaporation in varied gravity and electric fields has been experimentally studied. Specifically, the influences of gravity and electric fields are investigated in the context of the heat flux distribution beneath the droplets, as well as the droplet mechanics and resulting shapes. Experimental testing was carried out during a European Space Agency (ESA) Parabolic Flight Campaign (PFC 66). The droplets tested evaporated with a pinned contact line, a single wettability condition, and varied droplet volume and substrate heat flux. The peak heat transfer was located at the contact line for all cases. The peak heat flux, average heat flux, and droplet evaporation rate were shown to vary strongly with gravity, with higher values noted for hypergravity conditions and lower values in microgravity conditions. The droplet thermal inertia was shown to play a significant role, with larger droplets taking more time to reach thermal equilibrium during the parabolic testing period. No significant impact of the electric field on the droplet evaporation was noted for these test conditions.
- 7 May 2024
- Published by Springer Nature in npj Microgravity
- Vol. 10 (1) , 1-9
Open AccessWater droplet evaporation in varied gravity and electric fields
Sessile water droplet evaporation in varied gravity and electric fields has been experimentally studied. Specifically, the influences of gravity and electric fields are investigated in the context of the heat flux distribution beneath the droplets, as well as the droplet mechanics and resulting shapes. Experimental testing was carried out during a European Space Agency (ESA) Parabolic Flight Campaign (PFC 66). The droplets tested evaporated with a pinned contact line, a single wettability condition, and varied droplet volume and substrate heat flux. The peak heat transfer was located at the contact line for all cases. The peak heat flux, average heat flux, and droplet evaporation rate were shown to vary strongly with gravity, with higher values noted for hypergravity conditions and lower values in microgravity conditions. The droplet thermal inertia was shown to play a significant role, with larger droplets taking more time to reach thermal equilibrium during the parabolic testing period. No significant impact of the electric field on the droplet evaporation was noted for these test conditions.
- Open Access
- 11 August 2022
- Published by Elsevier in Case Studies in Thermal Engineering
- Vol. 38, 102354
Optimising integrated heat spreaders with distributed heat transfer coefficients: A case study for CPU cooling
- 11 August 2022
- Published by Elsevier in Case Studies in Thermal Engineering
- Vol. 38, 102354
Open AccessOptimising integrated heat spreaders with distributed heat transfer coefficients: A case study for CPU cooling
- Open Access
- 1 May 2021
- Published by Elsevier in International Journal of Thermofluids
- Vol. 10
Upward flow boiling of HFE-7000 in high frequency AC electric fields
- 1 May 2021
- Published by Elsevier in International Journal of Thermofluids
- Vol. 10
Open AccessUpward flow boiling of HFE-7000 in high frequency AC electric fields
- 15 February 2021
- Published by IOP Publishing in Measurement Science and Technology
- Vol. 32 (4) , 045903
A front-tracking measurement technique for in-situ columnar and equiaxed structure growth with controlled solidification
Growth rate is an important consideration in solidification as it influences features of the micro and macrostructure such as morphology and the columnar to equiaxed transition. Thus, accurately quantifying the growth rate is key to understanding the solidification process as well as verifying numerical simulations. In this work, an experimental apparatus has been developed to investigate in-situ directional solidification using a transparent analogue material, neopentyl glycol-35 wt%(D)camphor. The facility enables the control of the mushy zone growth rate as well as the imposed temperature gradient during solidification, similar to Bridgman type furnaces. Image processing techniques were developed for automated tracking of position and growth rate of the solidification front (SF) using background subtraction on photographic image sequences captured in experiments. Growth rate measurements using this technique and the traditional method (liquidus isotherm speed) have been benchmarked against manual measurements of position and growth rate. Results show that automatically tracked growth rate compares well throughout experiments with errors less than 2.7%. Contrastingly, isotherm speed was in error up to 19%. Three columnar and two equiaxed morphologies were investigated and SFs were characterised for their growth rates and thermal conditions.
- 15 February 2021
- Published by IOP Publishing in Measurement Science and Technology
- Vol. 32 (4) , 045903
A front-tracking measurement technique for in-situ columnar and equiaxed structure growth with controlled solidification
Growth rate is an important consideration in solidification as it influences features of the micro and macrostructure such as morphology and the columnar to equiaxed transition. Thus, accurately quantifying the growth rate is key to understanding the solidification process as well as verifying numerical simulations. In this work, an experimental apparatus has been developed to investigate in-situ directional solidification using a transparent analogue material, neopentyl glycol-35 wt%(D)camphor. The facility enables the control of the mushy zone growth rate as well as the imposed temperature gradient during solidification, similar to Bridgman type furnaces. Image processing techniques were developed for automated tracking of position and growth rate of the solidification front (SF) using background subtraction on photographic image sequences captured in experiments. Growth rate measurements using this technique and the traditional method (liquidus isotherm speed) have been benchmarked against manual measurements of position and growth rate. Results show that automatically tracked growth rate compares well throughout experiments with errors less than 2.7%. Contrastingly, isotherm speed was in error up to 19%. Three columnar and two equiaxed morphologies were investigated and SFs were characterised for their growth rates and thermal conditions.
- 1 January 2021
- Published by Elsevier in Journal of Power Sources
- Vol. 481
Multi-physics simulation of transport phenomena in planar proton-conducting solid oxide fuel cell
- 1 January 2021
- Published by Elsevier in Journal of Power Sources
- Vol. 481
Multi-physics simulation of transport phenomena in planar proton-conducting solid oxide fuel cell