Paper · 2021 · Biosystems Engineering

Lighting systems and strategies compared in an optimally controlled greenhouse

Wouter J.P. Kuijpers; David Katzin; Simon van Mourik; et al.

3
claims
5
verbatim quotes
55
citations
1
research areas
✓
Open access · cc-by

Abstract

LED lighting is appointed as the successor of HPS lighting in greenhouses since it can lead to a more sustainable cultivation, i.e. it converts electrical energy into photosynthetically active radiation more efficiently. To quantify the effect of this more efficient conversion within the operation of the greenhouse system, an optimal controller is proposed to generate optimal control trajectories for the controllable inputs of the greenhouse. The optimal controller makes use of an economic objective function, i.e. the difference between income (yield×productprice) and cost of resources (resourceuse×cost). The performance of this optimally controlled greenhouse system is compared with respect to the state-of-the-practice. Simulation experiments suggest optimal control can increase the economic objective by 10% to 65.14€.m−2 compared to 58.96€.m−2 for the state-of-the-practice, for tomatoes cultivated in a Dutch weather conditions. The model of the optimally controlled greenhouse is used to compare the performance of different lighting systems, i.e. no lighting, HPS lighting and LED lighting. An increase of 9% in the operational return is observed for LED lighting compared to HPS lighting. The electricity that is saved due to the more energy-efficient conversion in the LED lighting results in a 30% decrease in carbon footprint when comparing a greenhouse with LED lighting to a greenhouse with HPS lighting.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. Read at the source ↗

The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 3

Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Optimal control increased the economic objective of tomato production to 65.14€.m−2, compared with 58.96€.m−2 for the state-of-the-practice.

Treatment
optimal controle0
Outcome
economic objectivee0
Direction
increasee0
Value
65.14€.m−2e0
Qualifier
compared to 58.96€.m−2e0
Comparator
state-of-the-practicee0
Setting
Dutch weather conditionse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Simulation experiments suggest optimal control can increase the economic objective by 10% to 65.14€.m−2 compared to 58.96€.m−2 for the state-of-the-practice, for tomatoes cultivated in a Dutch weather conditions”

✓ located verbatim in the source · abstract, characters 731–942 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

LED lighting increased operational return by 9% compared with HPS lighting in the simulated tomato greenhouse.

Treatment
LED lightinge1
Outcome
operational returne1
Direction
increasee1
Value
9%e1
Comparator
HPS lightinge1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e1

“An increase of 9% in the operational return is observed for LED lighting compared to HPS lighting”

✓ located verbatim in the source · abstract, characters 1108–1205 · show in text ↑
e0

“Simulation experiments suggest optimal control can increase the economic objective by 10% to 65.14€.m−2 compared to 58.96€.m−2 for the state-of-the-practice, for tomatoes cultivated in a Dutch weather conditions”

✓ located verbatim in the source · abstract, characters 731–942 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

LED lighting decreased the carbon footprint of tomato greenhouse production by 30% compared with HPS lighting.

Treatment
LED lightinge2
Outcome
carbon footprinte2
Direction
decreasee2
Value
30%e2
Comparator
HPS lightinge2

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e2

“The electricity that is saved due to the more energy-efficient conversion in the LED lighting results in a 30% decrease in carbon footprint when comparing a greenhouse with LED lighting to a greenhouse with HPS lighting”

✓ located verbatim in the source · abstract, characters 1207–1426 · show in text ↑
e0

“Simulation experiments suggest optimal control can increase the economic objective by 10% to 65.14€.m−2 compared to 58.96€.m−2 for the state-of-the-practice, for tomatoes cultivated in a Dutch weather conditions”

✓ located verbatim in the source · abstract, characters 731–942 · show in text ↑

light · environment: emissions · Solanum lycopersicum (tomato)Positive and negative results

4 papers: 3 positive, 1 negative or no effect

2 papers in the same direction as this paper · 1 in the opposite direction

  1. no effect
  2. positive
  3. positive
See all 4 papers →

light · yield · Solanum lycopersicum (tomato)Positive and negative results

105 papers: 85 positive, 20 negative or no effect

84 papers in the same direction as this paper · 18 in the opposite direction · 2 reporting no difference from an alternative

  1. negative
  2. positive
  3. positive

101 papers more in this group

See all 105 papers →

Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.