Design and Application of Daylight-Based Lighting Controller on LED Luminaire

: This paper proposes a control circuit for Light Emitting Diode (LED) luminaire based on the amount of daylight. This system uses both natural daylight and artiﬁcial light from a luminaire to reach the desired illuminance on a working plane. The control circuit operates by receiving an illuminance value from a light sensor and comparing it with a set value in the microcontroller before limiting the light intensity of LED by sending a control Pulse Width Modulation (PWM) signal to the LED driver. In the experimental setup, the controller and a physical model of a working space were built in order to ﬁeld test the LED daylight control circuit. Electrical characteristics such as voltage, current, and power were measured with a power meter. Illumination characteristics in terms of illuminance on a working plane were determined using a lux meter. The results from actual ﬁeld tests revealed that this LED control circuit was able to reduce the power consumption of the lighting system while keeping the illuminance on the working plane at the standard value. Both simulation results and the actual experiment of the control circuit proved that it could be used to improve the energy e ﬃ ciency of both newly installed and retroﬁtted lighting systems.


Introduction
Artificial lighting from luminaire has been an essential part of modern society due to the expansion of urban areas with high-rise building that block the natural lighting, working space that less likely to receive daylight, and night-time activity that required lighting. Thus, the quality of lighting has become directly correlated to the quality of life. This result in large amounts of power consumption in residential, commercial, and industrial sectors delicate to lighting systems. In the case of Thailand, the 2019 energy statistics from the Energy Policy and Planning Office (EPPO) under Thailand's Ministry of Energy [1] show that Thailand's residential and commercial section has power consumption growth at 10.1% and 6.0%, respectively, due to rising consumption in high-rise buildings such as apartments, department stores, hotels, and office buildings.
From these statistics, it can be seen that electricity demand has become a challenging issue in Thailand. In addition, power generation from coal power plant could not proceed as scheduled by a power development plan (PDP2015) due to environmental concern from communities around the designated construction project. Therefore, Thailand's heavy reliance on import energy combined with depleted fossil fuel may cause a severe problem in the future in terms of energy security. Hence, the working plane according to the user. Moreover, energy consumption can be reduced further by utilizing natural light in the daytime to maintain adequate illuminance in a workspace.
Daylight harvesting to supplement artificial lights has been constantly developed due to its potential to improve further the energy efficiency of a lighting system, especially integrated with new control strategy and LED technologies. The impact of daylight on interior lighting in terms of energy consumption and various factors such as daylight availability, lighting system layout, and control system has been discussed in articles [21,22]. In [23], a comparative study between daylight control strategy and scheduling lighting control strategy based on both computer aid and occupancy sensor was conducted. Daylight control had an advantage of maximizing the efficiency during main operating times around 7:30 A.M. to 5:30 P.M. Lighting load reduction in those periods of time can contribute to less energy charge because at those periods, a peak demand charge and higher time-of-day rate were in effect. A simulation of daylight control for an LED-based lighting system has been presented by Boscarino and Moallem [24]. Another simulation that used the Daysim software for evaluating daylight performance has been shown in [25]. Many aspects of control, such as photo-sensor placement, control algorithms, and impact of shading device, have been taken into consideration in the calculation of daylight performance. The result proved that a daylight integrated control system could achieve significant energy savings while maintaining desired illuminance levels. A Controller Area Network (CAN bus) communication protocol has been applied to a daylight control circuit, and a logic method has been used for a venetian blind control in order to reduce energy consumption in an entire building [26]. Li et al. [27] have proposed LED luminaire prototypes that integrated daylight sensing based on open-loop control. An application of fuzzy logic in LED lighting control has been presented in [28]. The methodology in this paper integrated fuzzy logic that considered two primary factors-lighting comfort and daylight contribution-that allowed a user to set the desired illuminance level. In addition, an actual prototype was installed, and the results showed satisfactory performance. A lighting control proposed by Pandharipande and Caicedo [29] integrated presence detection capability with daylight control in order to provide a satisfactory illuminance for occupancy while minimizing power consumption. From the literature review discussed above, it can be seen that daylight control in a lighting system with LED luminaire can further reduce energy consumption and improve energy efficiency to the highest degree.
This research proposed a lighting control circuit in a lighting system integrated in LED luminaire based on a daylight control. The aim is to reduce energy consumption in lighting system while maintain the lighting quality on the working plane on the level that does not impact health and working efficiency of occupant. This research was divided into two parts: simulation and experiment on a prototype. The simulation with DIALux software aimed to show the advantages of the LED luminaire as compared to conventional T5 fluorescent that widely used in Thailand's building. The experiment on a prototype was an actual physical test for evaluating the daylight control circuit performance in LED luminaire in terms of electrical parameters and lighting quality. Electrical parameters-voltage, current and power-were measured with a power meter. Illuminance on a working plane was measured with a lux meter. This paper is organized as follows. Section 2 presents the DIALux software simulation of both LED and T5 fluorescent luminaire. The lighting control circuit, its operation sequence and experimental setup are discussed in Section 3. Results from the actual field test are presented in Section 4. Finally, the conclusion of this research is provided in Section 5.

Simulation
The simulation of light distribution profile using DIAlux software has been done in two aspect. First part is the simulation on the on the case study room and the second part is the simulation on the experimental setup. The case study room has dimension of 8 m × 12 m × 3 m (width × length × height). The room consists of 9 windows with a size (not include frame) of 1 m × 1.1 m. The overall layout of the case study room is shown in Figure 1. The result of daylighting on the case study room with only daylighting and with both daylighting and artificial lighting is shown in Figure 2a,b respectively and the summarizing result is shown in Table 1. The figure shown an example in case study room located in Bangkok, Thailand simulated at 10:00 AM. With clear sky on the 20 January 2020 in order to replicate the experimental setup case. The result in case of daylighting only shown that the illuminance value are high only in the area near the window and the daylighting cannot pass through the inner part of the room, thus reduce the uniformity of the lighting and the lighting quality cannot maintain at the commission on illumination (CIE) standard. However, the case study with both daylighting and artificial lighting has shown that the average illuminance on working plane is higher compare to previous case with high uniformity. In this case, it can be seen there has been excessive illuminance on the working plane. Thus, the daylight control can reduce light output of the luminaire and reduce energy consumption on lighting system. The result of daylighting on the case study room with only daylighting and with both daylighting and artificial lighting is shown in Figure 2a,b respectively and the summarizing result is shown in Table 1. The figure shown an example in case study room located in Bangkok, Thailand simulated at 10:00 AM. With clear sky on the 20 January 2020 in order to replicate the experimental setup case. The result in case of daylighting only shown that the illuminance value are high only in the area near the window and the daylighting cannot pass through the inner part of the room, thus reduce the uniformity of the lighting and the lighting quality cannot maintain at the commission on illumination (CIE) standard. However, the case study with both daylighting and artificial lighting has shown that the average illuminance on working plane is higher compare to previous case with high uniformity. In this case, it can be seen there has been excessive illuminance on the working plane. Thus, the daylight control can reduce light output of the luminaire and reduce energy consumption on lighting system. The result of daylighting on the case study room with only daylighting and with both daylighting and artificial lighting is shown in Figure 2a,b respectively and the summarizing result is shown in Table 1. The figure shown an example in case study room located in Bangkok, Thailand simulated at 10:00 AM. With clear sky on the 20 January 2020 in order to replicate the experimental setup case. The result in case of daylighting only shown that the illuminance value are high only in the area near the window and the daylighting cannot pass through the inner part of the room, thus reduce the uniformity of the lighting and the lighting quality cannot maintain at the commission on illumination (CIE) standard. However, the case study with both daylighting and artificial lighting has shown that the average illuminance on working plane is higher compare to previous case with high uniformity. In this case, it can be seen there has been excessive illuminance on the working plane. Thus, the daylight control can reduce light output of the luminaire and reduce energy consumption on lighting system.  The illuminance of daylighting on working plane in case of window-side of the room facing different direction can be summarized as shown in Table 2. From the table, it can be seen that buildings facing in the east and west directions will have a higher illuminance value compared to buildings facing in the north direction due to the pathway of sun movement. For the buildings facing the south direction, they have overall higher illuminance due to the location of simulate building (Bangkok, Thailand) alignment to the south of sun pathway. The illuminance value of the building facing east direction is higher in the morning and the building facing west direction has higher illuminance value on the evening. The result in terms of average illuminance has shown that during peak period daylighting can provide significant illuminance on working plane. However, the artificial lighting is still required in order to maintain the illuminance on working plane during the period that has low sunlight. To maintain illuminance within the international commission on illumination (CIE) standard at 300-350 lux, the artificial lighting does not necessary operate at maximum light output. Thus, the daylight control can be implemented to reduce energy consumption, while maintain lighting quality on the working plane.   The illuminance of daylighting on working plane in case of window-side of the room facing different direction can be summarized as shown in Table 2. From the table, it can be seen that buildings facing in the east and west directions will have a higher illuminance value compared to buildings facing in the north direction due to the pathway of sun movement. For the buildings facing the south direction, they have overall higher illuminance due to the location of simulate building (Bangkok, Thailand) alignment to the south of sun pathway. The illuminance value of the building facing east direction is higher in the morning and the building facing west direction has higher illuminance value on the evening. The result in terms of average illuminance has shown that during peak period daylighting can provide significant illuminance on working plane. However, the artificial lighting is still required in order to maintain the illuminance on working plane during the period that has low sunlight. To maintain illuminance within the international commission on illumination (CIE) standard at 300-350 lux, the artificial lighting does not necessary operate at maximum light output. Thus, the daylight control can be implemented to reduce energy consumption, while maintain lighting quality on the working plane.
The simulation in second part is to evaluate the performance of an LED luminaire and a T5 fluorescent luminaire and their light distribution profiles on a working plane. The dimensions of the simulated room were 1 m in width, 2 m in length, and 3 m in height. Figure 3a illustrated the LED luminaire (two sets of 3 × 3 W High power LEDs) location and its light distribution profile on a working plane 80 cm above the floor. Figure 3b illustrated the T5 luminaire (36 W T5 fluorescent) location and its light distribution profile on the same working plane. A comparison between the light distribution profile of the LED luminaire and that of the T5 fluorescent luminaire revealed that the light distribution profile of the LED luminaire was better because of the higher light output from the LEDs.
However, both types of luminaire could provide an illuminance that was within the international commission on illumination (CIE) standard at 300-350 lux. The simulation in second part is to evaluate the performance of an LED luminaire and a T5 fluorescent luminaire and their light distribution profiles on a working plane. The dimensions of the simulated room were 1 m in width, 2 m in length, and 3 m in height. Figure 3a illustrated the LED luminaire (two sets of 3 × 3 W High power LEDs) location and its light distribution profile on a working plane 80 cm above the floor. Figure 3b illustrated the T5 luminaire (36 W T5 fluorescent) location and its light distribution profile on the same working plane. A comparison between the light distribution profile of the LED luminaire and that of the T5 fluorescent luminaire revealed that the light distribution profile of the LED luminaire was better because of the higher light output from the LEDs. However, both types of luminaire could provide an illuminance that was within the international commission on illumination (CIE) standard at 300-350 lux.  Simulation results in terms of light intensity uniformity of LED luminaire and T5 luminaire are shown in Table 3. In the case of the LED luminaire, the light distribution was a point. It could be seen that the light intensity at the ceiling and walls were low at 42 and 85 lux, respectively. However, in Simulation results in terms of light intensity uniformity of LED luminaire and T5 luminaire are shown in Table 3. In the case of the LED luminaire, the light distribution was a point. It could be seen that the light intensity at the ceiling and walls were low at 42 and 85 lux, respectively. However, in the case of T5 fluorescent, the light distribution was scattered in all directions. The luminaire's light intensity at the ceiling and walls were 216 and 254 lux, respectively. For the light intensity on the working plane, the results were that the LED luminaire contributed higher illuminance at 294 lux compared to 202 lux contributed by the T5 fluorescent luminaire. Hence, it can be concluded that LED luminaire gave a better performance at the working plane and with less power consumption. Thus, it was the best choice to use with the daylighting control circuit to achieve even further efficiency and less power consumption.

Test Setup
A test setup was built to evaluate the performance of the LED daylight control circuit in place of an actual field test as shown in Figure 4a. The test setup was a wooden room designed with dimensions of a typical office room: 2 m in width, 1m in length, and 1.7 m in height. The reason for 1.7m height is that the floor of the experimental setup represents the working plane. The height of the actual floor in the building that was modelled for the experimental setup is 3 m with working plane height measure from floor is 0.8 m and the mounting height of the luminaire is 2.5 m. This results in the distance from the luminaire to the working plane being 1.7 m using the experimental setup. The height of the LED luminaire from the working plane was 1.5 m. The front panel of the test setup, shown in Figure 4b, consisted of control switches for two sets of the LED luminaire, power meter, and two lux meters for illuminance measurement. The interior of the test setup, shown in Figure 4c, consisted of two sets of LED luminaire indicated by 1, a louver for letting daylight shining in indicated by 2, and a light sensor for illuminance data feedback to the control circuit indicated by 3. Layouts show the exact locations of the LED luminaire and the photosensor is shown in Figure 5a,b respectively. The testing of daylight control circuit prototypes using experimental setup on a laboratory level has been divided into two parts. The first part is the effect of louver angles on daylight control circuit performance with louver in the experimental setup can be adjusted by 9 levels as follows 5, 10, 20, 30, 40, 50, 60, 70, and 80 degrees. The second part is the performance of the daylight control circuit for one day by obtaining data from 9.30 A.M. to 4.00 P.M. with a 10-min interval.

Lighting Control Circuit
The proposed daylight control circuit for LED luminaire was based on a concept that illuminance on a working plane must always be maintained at the desired value. The proposed algorithm must control the light output from LED luminaire according to the illuminance value obtained from photosensors. A diagram of the proposed daylight control circuit and LED luminaire is shown in Figure 6. The system is composed of the following components: a power supply unit that supplied +5 V, +12 V, and +18 V for the microcontroller, gate drive and LED luminaire, respectively. The microcontroller received illuminance data from the photosensors installed on the working plane and converted the analog data to digital data with an analog to digital converter (ADC). The microcontroller then set a duty cycle of Pulse Width Modulation (PWM) signal which was sent to a MOSFET to control the power and light output from the LED luminaire. Since the microcontroller only supplied the PWM signal at a voltage of 5 V, it needed a gate drive to boost the voltage to 12 V in order to successfully operate the MOSFET. The flowchart of the daylight control circuit operation is illustrated in Figure 7. The operation sequence can be described as followed. First, the

Lighting Control Circuit
The proposed daylight control circuit for LED luminaire was based on a concept that illuminance on a working plane must always be maintained at the desired value. The proposed algorithm must control the light output from LED luminaire according to the illuminance value obtained from photosensors. A diagram of the proposed daylight control circuit and LED luminaire is shown in Figure 6. The system is composed of the following components: a power supply unit that supplied +5 V, +12 V, and +18 V for the microcontroller, gate drive and LED luminaire, respectively. The microcontroller received illuminance data from the photosensors installed on the working plane and converted the analog data to digital data with an analog to digital converter (ADC). The microcontroller then set a duty cycle of Pulse Width Modulation (PWM) signal which was sent to a MOSFET to control the power and light output from the LED luminaire. Since the microcontroller only supplied the PWM signal at a voltage of 5 V, it needed a gate drive to boost the voltage to 12 V in order to successfully operate the MOSFET. The flowchart of the daylight control circuit operation is illustrated in Figure 7. The operation sequence can be described as followed. First, the microcontroller set the duty cycle of the PWM signal at 90% and then received illuminance values from photosensors through ADC. These values were then compared with the set value in the microcontroller, which, in this case, was 300 lux. If the illuminance values were higher than the set value, the microcontroller reduced the duty cycle value by 5% before checking the illuminance values at the working plane again. If the illuminance values were lower than the set value, the microcontroller increased the duty cycle value by 5% then rechecked the illuminance values. The duty cycle directly affected the power supplied to the LED luminaire through MOSFET operation.
Appl. Sci. 2020, 10, x FOR PEER REVIEW 10 of 17 microcontroller set the duty cycle of the PWM signal at 90% and then received illuminance values from photosensors through ADC. These values were then compared with the set value in the microcontroller, which, in this case, was 300 lux. If the illuminance values were higher than the set value, the microcontroller reduced the duty cycle value by 5% before checking the illuminance values at the working plane again. If the illuminance values were lower than the set value, the microcontroller increased the duty cycle value by 5% then rechecked the illuminance values. The duty cycle directly affected the power supplied to the LED luminaire through MOSFET operation.

Results
The experiment has been done at the Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang located in Bangkok, Thailand (latitude 13°43′45.5″ North and longitude 100°46′32.0″ East) with the window-side of the experimental setup (with louver) facing the east Appl. Sci. 2020, 10, x FOR PEER REVIEW 10 of 17 microcontroller set the duty cycle of the PWM signal at 90% and then received illuminance values from photosensors through ADC. These values were then compared with the set value in the microcontroller, which, in this case, was 300 lux. If the illuminance values were higher than the set value, the microcontroller reduced the duty cycle value by 5% before checking the illuminance values at the working plane again. If the illuminance values were lower than the set value, the microcontroller increased the duty cycle value by 5% then rechecked the illuminance values. The duty cycle directly affected the power supplied to the LED luminaire through MOSFET operation.

Results
The experiment has been done at the Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang located in Bangkok, Thailand (latitude 13°43′45.5″ North and longitude 100°46′32.0″ East) with the window-side of the experimental setup (with louver) facing the east

Results
The experiment has been done at the Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang located in Bangkok, Thailand (latitude 13 • 43 45.5 North and longitude 100 • 46 32.0 East) with the window-side of the experimental setup (with louver) facing the east direction. The experiment has been replicated three time under the same sky condition (clear sky) on the date of 19-21 January 2020 in order to verify the accuracy of the data.
The result from the experimental setup in terms of the effect of louver angles on electrical parameters and illuminance at 9.30 A.M. has been obtained from the experimental setup. The relation between the louver angle and various parameters can be illustrated in Figure 8. The electrical parameters consist of voltage, current and power as shown in Figure 8a-c, respectively. When louver angle increases, illuminance from the workplace also rises due to daylight through experimental test room. This result in the control unit tried to maintaining illuminance value at 300 lux as setting value by steady reduced current and power to LED luminaire. The voltage level is steadily rising, but it does not have any effect on control circuit operation. This value has been further decreased as louver opens more than 40 degrees due to high daylight intensity in the workplace. The illuminance characteristics of two luminaire at various louver degrees are illustrated in Figure 9d. From the figure, the value of luminaire 1 came from the luminaire located at the left-side of experimental setup and the value of luminaire 2 was located at the right-side of experimental setup according to Figure 5a. The result shows that illuminance in the case without daylight control circuit has been steadily increased as louver angle increases, and it immediately rises when the louver opens more than 80 degrees. When installing a daylight control circuit, it can be seen that illuminance has been reduced compared to the previous case without the control circuit due to the setting in algorithms that specified illuminance value at 300 lux.
Appl. Sci. 2020, 10, x FOR PEER REVIEW 11 of 17 direction. The experiment has been replicated three time under the same sky condition (clear sky) on the date of 19-21 January 2020 in order to verify the accuracy of the data. The result from the experimental setup in terms of the effect of louver angles on electrical parameters and illuminance at 9.30 A.M. has been obtained from the experimental setup. The relation between the louver angle and various parameters can be illustrated in Figure 8. The electrical parameters consist of voltage, current and power as shown in Figure 8a-c, respectively. When louver angle increases, illuminance from the workplace also rises due to daylight through experimental test room. This result in the control unit tried to maintaining illuminance value at 300 lux as setting value by steady reduced current and power to LED luminaire. The voltage level is steadily rising, but it does not have any effect on control circuit operation. This value has been further decreased as louver opens more than 40 degrees due to high daylight intensity in the workplace. The illuminance characteristics of two luminaire at various louver degrees are illustrated in Figure 9d. From the figure, the value of luminaire 1 came from the luminaire located at the left-side of experimental setup and the value of luminaire 2 was located at the right-side of experimental setup according to Figure 5a. The result shows that illuminance in the case without daylight control circuit has been steadily increased as louver angle increases, and it immediately rises when the louver opens more than 80 degrees. When installing a daylight control circuit, it can be seen that illuminance has been reduced compared to the previous case without the control circuit due to the setting in algorithms that specified illuminance value at 300 lux.  For the actual field test at 1.00 P.M., the experiment data in terms of electrical parameters and illuminance are shown in Figure 10 with the relation between louver angle and various parameters. The electrical parameters are voltage, current, and power as depicted in Figure 9a-c, respectively. When the louver angle increases, the voltage, current, and power have been steadily reduced, and it is immediately reduced significantly when louver opens more than 80 degrees due to increasing illuminance on the workplace from daylight, thus the control circuit reduces power for LED luminaire in order to regulate the light output from artificial lighting. Illuminance characteristics described in Figure 9d show that illuminance in the case without daylight control circuit has been a steady increase as louver angle increases and it immediately rises as louver opens more than 70 degrees. When installing a daylight control circuit, the illuminance is also reduced similarly to the 9.30 A.M. period. This result reveals that louver angles have a significant effect on daylighting control circuit performance over a period of a day. For the actual field test at 1.00 P.M., the experiment data in terms of electrical parameters and illuminance are shown in Figure 10 with the relation between louver angle and various parameters. The electrical parameters are voltage, current, and power as depicted in Figure 9a-c, respectively. When the louver angle increases, the voltage, current, and power have been steadily reduced, and it is immediately reduced significantly when louver opens more than 80 degrees due to increasing illuminance on the workplace from daylight, thus the control circuit reduces power for LED luminaire in order to regulate the light output from artificial lighting. Illuminance characteristics described in Figure 9d show that illuminance in the case without daylight control circuit has been a steady increase as louver angle increases and it immediately rises as louver opens more than 70 degrees. When installing a daylight control circuit, the illuminance is also reduced similarly to the 9.30 A.M. period. This result reveals that louver angles have a significant effect on daylighting control circuit performance over a period of a day.  The effect of time on daylight control circuit performance is evaluated by obtaining power consumption and illuminance from LED luminaire every 10 min from 9.00 A.M. to 4.00 P.M. The experimental setup is with louver facing east direction. The characteristics of an LED luminaire in terms of both illuminance and power consumption in the experiment setup with a daylight control circuit over a period of one day is illustrated in Figure 10a,b, respectively. It can be seen that the daylight control circuit can operate at the full capacity from 9.00 A.M. to 1.00 P.M., while at the period 1.00 P.M. to 4.00 P.M. the daylight control circuit cannot operate. The reason is in the afternoon, sun moves toward the western direction and the experimental setup does not consist of louver in that direction, leading to low daylight through louver, hence LED luminaire operates at maximum power in order to achieve setting illuminance around 300 lux. The proposed daylight control circuit can reduce power consumption in an experimental setup to 8W with both LED luminaires in some periods of time and is able to regulate illuminance within CIE standard value.
(a) The effect of time on daylight control circuit performance is evaluated by obtaining power consumption and illuminance from LED luminaire every 10 min from 9.00 A.M. to 4.00 P.M. The experimental setup is with louver facing east direction. The characteristics of an LED luminaire in terms of both illuminance and power consumption in the experiment setup with a daylight control circuit over a period of one day is illustrated in Figure 10a,b, respectively. It can be seen that the daylight control circuit can operate at the full capacity from 9.00 A.M. to 1.00 P.M., while at the period 1.00 P.M. to 4.00 P.M. the daylight control circuit cannot operate. The reason is in the afternoon, sun moves toward the western direction and the experimental setup does not consist of louver in that direction, leading to low daylight through louver, hence LED luminaire operates at maximum power in order to achieve setting illuminance around 300 lux. The proposed daylight control circuit can reduce power consumption in an experimental setup to 8W with both LED luminaires in some periods of time and is able to regulate illuminance within CIE standard value. The effect of time on daylight control circuit performance is evaluated by obtaining power consumption and illuminance from LED luminaire every 10 min from 9.00 A.M. to 4.00 P.M. The experimental setup is with louver facing east direction. The characteristics of an LED luminaire in terms of both illuminance and power consumption in the experiment setup with a daylight control circuit over a period of one day is illustrated in Figure 10a,b, respectively. It can be seen that the daylight control circuit can operate at the full capacity from 9.00 A.M. to 1.00 P.M., while at the period 1.00 P.M. to 4.00 P.M. the daylight control circuit cannot operate. The reason is in the afternoon, sun moves toward the western direction and the experimental setup does not consist of louver in that direction, leading to low daylight through louver, hence LED luminaire operates at maximum power in order to achieve setting illuminance around 300 lux. The proposed daylight control circuit can reduce power consumption in an experimental setup to 8W with both LED luminaires in some periods of time and is able to regulate illuminance within CIE standard value. (a)

Conclusions
This paper proposed a daylight control circuit in LED luminaire and evaluated its performance in terms of power consumption reduction and maintaining illuminance value on the working plane using both simulation and experimental setup. The simulation of luminaire performance and effect of daylighting on working plane has been done using DIALux software in the aspects of both actual room and experimental setup that replicate parts of the actual room. The simulation results have shown the effectiveness of daylight in providing sufficient illuminance on working planes in areas near the window, thus reducing the power consumption of the artificial lighting by limiting the light output from the luminaire while maintaining the uniformity on the working plane.
In the case of the experimental setup, the proposed daylight control circuit prototypes and experimental setup for an actual field test have been built. The research has been divided into two parts: the effect of louver and effect of the time period on daylight control circuit performance in terms of both electrical and illuminance characteristics. The louver has a significant effect on control circuit performance. As a result, it reveals that with a higher louver angle, it results in high illuminance due to more daylight inlet. Thus, the control circuit reduces power to LED luminaires to maintain desired illuminance on a working plane. The effect of the time period showed that in the morning period, the control circuit reduces light output from LED luminaire. However, in the afternoon period, daylight inlet is less due to the direction of sunlight. This results in the control circuit having to operate at full capacity in order to maintain illuminance at the required value.
Results obtained from the actual field test using experimental setup have showed the effectiveness of the proposed daylight control circuit for LED luminaire under differential conditions. It can maintain the required amount of illuminance on the working plane during the daylight condition, while significantly reducing power consumption. This has illustrated the potential of using daylighting on lighting systems to improve building efficiency while maintain lighting quality on for the occupant. So, future work can implement the proposed daylight control circuit in actual buildings to demonstrate the improvement of energy efficiency in a lighting system.

Conclusions
This paper proposed a daylight control circuit in LED luminaire and evaluated its performance in terms of power consumption reduction and maintaining illuminance value on the working plane using both simulation and experimental setup. The simulation of luminaire performance and effect of daylighting on working plane has been done using DIALux software in the aspects of both actual room and experimental setup that replicate parts of the actual room. The simulation results have shown the effectiveness of daylight in providing sufficient illuminance on working planes in areas near the window, thus reducing the power consumption of the artificial lighting by limiting the light output from the luminaire while maintaining the uniformity on the working plane.
In the case of the experimental setup, the proposed daylight control circuit prototypes and experimental setup for an actual field test have been built. The research has been divided into two parts: the effect of louver and effect of the time period on daylight control circuit performance in terms of both electrical and illuminance characteristics. The louver has a significant effect on control circuit performance. As a result, it reveals that with a higher louver angle, it results in high illuminance due to more daylight inlet. Thus, the control circuit reduces power to LED luminaires to maintain desired illuminance on a working plane. The effect of the time period showed that in the morning period, the control circuit reduces light output from LED luminaire. However, in the afternoon period, daylight inlet is less due to the direction of sunlight. This results in the control circuit having to operate at full capacity in order to maintain illuminance at the required value.
Results obtained from the actual field test using experimental setup have showed the effectiveness of the proposed daylight control circuit for LED luminaire under differential conditions. It can maintain the required amount of illuminance on the working plane during the daylight condition, while significantly reducing power consumption. This has illustrated the potential of using daylighting on lighting systems to improve building efficiency while maintain lighting quality on for the occupant. So, future work can implement the proposed daylight control circuit in actual buildings to demonstrate the improvement of energy efficiency in a lighting system.