Journal of Stored Products Research 89 (2020) 101720 Contents lists available at ScienceDirect Journal of Stored Products Research journal homepage: www.elsevier.com/locate/jspr Design of a low cost, smart and stand-alone PV cold storage system using a domestic split air conditioner R. Mishra, S.K. Chaulya*, G.M. Prasad, S.K. Mandal, G. Banerjee Mine Mechanisation, Automation and Technology Development Group, CSIR-Central Institute of Mining and Fuel Research, Barwa Road, Dhanbad, 826 001, India a r t i c l e i n f o a b s t r a c t Article history: Received 29 June 2020 Received in revised form 11 September 2020 Accepted 12 September 2020 Available online xxx To reduce post-harvest losses of food produce and ensure a better return to marginal farmers, a small cold storage has been developed using a domestic split air conditioner. The developed solar-powered cold storage is a low cost, simple and energy-efficient unit. Installation, operation and maintenance costs of the cold storage are also less. The cold storage is integrated with IoT-based sensors for remote monitoring and controlling of temperature and humidity as well as tracking of the stored items. It uses multiple sensors and a microcontroller to maintain and monitor the desired temperature and relative humidity. Average recorded temperature and relative humidity of the cold storage chamber is found to be 6.88 (±0.7) C and 95 (±1) % respectively. Total cost of the designed 10 t capacity cold storage is around $ 15710 in India including installation charges. This low-cost cold storage can be owned by a group of farmers in the same locality for using it on a sharing basis or it can be owned by a produce trader to store a variety of fruits and vegetables. Using the developed cold storage, total savings to farmers is calculated to be $ 7449 per year. Farmers or traders can save around $ 20.46 in storage rent per tonne per week considering an average 70% utilization of 10 t capacity of the cold storage throughout the year. Further, the cost of cold storage can be recouped from the rent benefits within the first 2.1 year period. © 2020 Elsevier Ltd. All rights reserved. Keywords: Cold storage Air conditioner Internet of things Sensors Solar panel Insulation 1. Introduction Increasing demand for fresh food has led to the inevitable need for cold storage chains. Actual quality of food items starts deteriorating with time due to their perishable nature before they reach customers. This perishable nature of fresh fruits and vegetables can be appreciably reduced by storing them at low temperature (Canovas et al., 2007). Generally, for fresh produce items, exposure of 1 h at 35 C field temperature in between harvesting and precooling can deteriorate their quality equivalent to 20 h in cold storage under suitable conditions. Loss of moisture can occur due to delay in pre-cooling which results in weight loss of the produce (Kumar et al., 2010). It is desirable to store fresh fruits and vegetables for duration of 2e4 weeks excluding potatoes, cabbages, oranges, etc. However, long term storage degrades actual quality of produce. Cold storage improves the efficiency of cooling inside the room to a great extent. The post-harvest cooling is required to quickly * Corresponding author. E-mail address: chaulyask@gmail.com (S.K. Chaulya). https://doi.org/10.1016/j.jspr.2020.101720 0022-474X/© 2020 Elsevier Ltd. All rights reserved. remove field heat, decrease the growth of micro-organism and the production of ethylene (Sunmonu et al., 2014). It gives marketing flexibility to farmers by allowing them to sell produce at the most appropriate time. To provide high quality produce to customers, the provision of post-harvest cooling should be made available to farmers. Most of the cold storages in India and other developing countries are based on refrigeration technique, which is expensive and farmers cannot afford to own such huge cold storage. Further, to reduce post-harvest losses of food produce and ensure a better return to farmers, small cold storage facilities are essentially needed. In India, nearly 80% of the farmers are small and marginal who are not even able to recover the cost of production by selling crops. To prevent wastage of harvested crops, generally, all crops are sold within a single day regardless of the current market price due to lack of cold storage facilities in such locality. Most cold storages are located in big cities, owned by big traders and farmers who charge around $ 27.81 per tonne per week for storing produce. It has become an urge to establish a customized, standalone and low cost cold storage solution for such farmers in the vicinity of their farm land to earn significant profit. Such units should be made equipped R. Mishra, S.K. Chaulya, G.M. Prasad et al. Journal of Stored Products Research 89 (2020) 101720 incompatible mixing of products (Patil and Kolur, 2018). Fig. 1 represents the block diagram of the overall system operation. The cold storage chamber mainly includes an AC unit, temperature sensor, humidity sensor, door sensor, LED tube lights, fan and an alarm system. For power generation, a number of solar panels are connected to operate the cold storage. Batteries are provided to store energy for later use. LED tube light switches on, when the door is opened and switches off when it is closed through a pushbutton switch which is mounted on the door of the chamber. The correct capacity and rating of AC suited for a room are identified based on size and its total storage capacity as well as heat load calculation. There is no requirement of 3 phase high voltage power supply (Shende, 2018). It can be well operated through solar power with backup batteries even in remote areas where there is no source of power (Kitinoja, 2013). The total capacity of the designed cold storage chamber is 10 t with a room size of 39.64 m3 as shown in Fig. 2. The power conditioning unit/inverter of solar power system converts direct current power obtained from solar panel into 3-phase alternating current for running the cold storage and different electrical appliances (Sharma and Kalita, 2018; Shende, 2018). To operate this cold storage in the best possible way, there should be proper monitoring of the temperature levels of the room, the temperature near AC vent, the relative humidity levels of the room, air circulation, proper space between storage boxes and racks holding containers, and efficient management of product based on ‘First in First Out Principle’ (Krishnakumar and Dayanandakumar, 2002). Using a wireless sensor network, automatic monitoring facilities can be implemented to manage different areas of the cold storage chamber (Junxiang and Jingtao, 2011). Fig. 3 shows the block diagram for controlling various parameters like temperature, humidity, door movement and alarm system using a microcontroller and relay module. This is implemented using different sensors for monitoring cold storage system parameters. Using a microcontroller and a relay module, the desired temperature and humidity levels of the cold storage chamber has been adjusted. When the temperature of the room goes above the desired set level, the relay connected to the AC unit turns on and the compressor of the AC unit starts working. To control the relative humidity levels of the room, one relay is connected to automatically turn on the humidifier when its levels fall below the set point. All these relays are controlled through a web interface using an ESP8266 Wi-Fi module and IoT. In this way, using the Internet and mobile phone, one can communicate with a microcontroller to perform the task. Different roles of sensors attached to a microcontroller are described herewith. Temperature sensor: with control modules which can be programmed and monitored using an android phone (Padre, 2019). Due to lack of electrical power infrastructure in many rural areas, solar power can be used as an alternative source. For running solar-powered cold storage, battery backup units are provided to store solar power generated during day time and supply it during night time and cloudy weather (Muneer et al., 2005). To meet the challenges of maintaining the desired low temperature and accurate humidity in an ordinary room, cooling should be done with proper insulation to store fruits and vegetables in fresh state (Priyan et al., 2016). For maintaining high relative humidity levels in cold rooms, an effective humidifier must be installed to add moisture inside the room. Further, it is required to keep darkness inside the cold storage room for maintaining the quality and colour of produces (Zappia et al., 2018). The price of solar PV panels is dropping on a yearly basis due to continuous improvement in PV conversion efficiency. The substantial growth of the PV based production industry has made them a significant component of renewable energy-driven AC units. The stand-alone PV based AC system could store the surplus electricity produced by the PV unit in the batteries throughout the day time and power the AC unit during night or in cloudy and rainy days (Chen et al., 2020). The inadequate solar PV generation often leads to power loss in the running of AC unit. A proper system designing is needed to fulfill the power consumption of an AC unit with a correct PV size (Huang et al., 2016). The power consumption need of the AC unit depends on the weather conditions at the location of its installation (Opoku et al., 2018). The AC is designed to regulate and run at a temperature range of 5e10 C, depending on the temperature requirement of different fruits and vegetables (Sharma and Kumar 2018; Thompson et al., 1996; http://postharvest.ucdavis. edu). To prevent heat entering through walls of the cold storage chamber, thermal coating on the inner plastered wall is provided to save electricity. AC cooling, temperature, humidity, gas proportion, and LED tube lights are controlled effortlessly using a microcontroller and Internet of Things (IoT)-based sensors (Kitinoja, 2013; Namdev et al., 2017). The main objective of this study is to develop a low cost, smart and energy-efficient solar-powered cold storage using a domestic split air conditioner (AC) for maximizing the profit of farmers from their produces. An IoT-based sensor network for remote monitoring and controlling of temperature and humidity as well as tracking of the stored items and providing emergency alerts through a mobileapp has been provided. Cost of the cold storage and its economic benefit for the farmers has been assessed based on the current price of the required items and resources available in India. This solarpowered cold storage has been designed for the area where solar light is available for at least 6 h in a day. In the area where prolonged cloudy weather conditions exist, one standby generator shall be provided to operate the cold storage as well as mitigate temperature swings inside the cold storage. The capacity of the designed cold storage is small and initially it is designed for 10 t capacity. The paper includes design aspects of the developed smart solar-powered cold storage as well as its installation and operation procedures, heat load calculation for optimum system, performance assessment and cost-benefit analysis. To sense room temperature and display it; and To switch on/off AC unit. Humidity sensor: To sense relative humidity inside the room and display it; and To switch on/off humidifier. 2. Design and working of cold storage of food items One door alarm sensor is connected to door of cold storage chamber to serve following purposes: In order to convert an ordinary room, made up of bricks or concrete walls into a cold storage room, one has to properly maintain the required low temperature and provide effective insulation to sustain coolness inside the room. To efficiently store produce, it is mandatory to monitor different parameters like temperature, humidity, circulation of air and space maintenance between containers to allow for sufficient ventilation, and avoiding To switch on/off lights inside cold storage; To count the number of times the gate is opened; and To trigger alarm, in case, the door remained open beyond a specified period of time. 2 R. Mishra, S.K. Chaulya, G.M. Prasad et al. Journal of Stored Products Research 89 (2020) 101720 Fig. 1. Block diagram of the designed cold storage. Fig. 2. Cold storage: (a) Layout diagram of cold storage chamber, and (b) View of the cold storage. However, the evaporator coil of an AC is around 4.44 C cold. The temperature at which the air comes out of the vents of an AC depends on how warm the air is present near its intake. The The AC unit for cold storage is designed to maintain a lower temperature below 10 C. The conventional household AC units can go as low as 16 C due to the cut-off relay circuit present in them. 3 R. Mishra, S.K. Chaulya, G.M. Prasad et al. Journal of Stored Products Research 89 (2020) 101720 Fig. 3. Block diagram of sensors and devices connected with microcontroller for cold storage. estimated based on heat load calculation as well as by taking into account the overall climatic conditions of the place where the cold storage room will be deployed. The average annual sunlight received in East India is around 2200 h (Wikipedia contributors, 2019). Hence, daily sunlight availability to run a cold storage chamber is [2200 h/365] 6 h. So, on a daily basis, there is a requirement of 18 h power backup. The energy to be consumed by the AC during the 18 h backup period (with 0.6 duty cycle) is 21978 Wh. A 215 W industrial humidifier having 180 m3/h air volume has been chosen for this cold storage in order to provide the desired humidity level for fresh fruits and vegetables. An air circulating fan with specifications of 22 W, 150 mm blade sweep and 240 m3/h air deliveries is connected inside the cold room to circulate air uniformly. Four LED tube lights of 20 W each are also fitted to work inside the room. Now, the total energy to be consumed during the 18 h backup period is 23978 Wh (Table 1). thermostat of an AC unit is like an on/off switch that turns on and off according to the set temperature. The cut-off circuit of the AC unit has been removed to achieve the desired low temperature. A new temperature sensor and microcontroller based circuit have been fitted in a domestic split AC which controls the minimum working temperature up to 5.0 C. The cooling function stops once it senses air temperature lesser than the set temperature for the respective cold storage. Calculation of total energy requirement and total number of AC units, batteries, solar panels and other electrical appliances needed to operate the cold storage is given in Table 1. To design a 10 t storage capacity solar PV panel powered cold storage, estimation of different units required have been described. 2.1. Energy requirement For a cold storage room of 39.64 m3 size, there is a need of an AC unit with 2 refrigeration ton (7.03 kW) cooling capacity which is Table 1 Power requirement of 10 t solar-powered cold storage. Sl. No. Parameter Value A A1 A2 A3 A4 A5 A6 A7 A8 B B1 B2 B3 B4 B5 B6 C C1 C2 C3 C4 C5 C6 C7 Energy requirement AC tonnage Rated power Duty cycle of AC (assumed) Energy backup required for, hours Energy consumed by AC during backup [A2 A3 A4] Energy to be consumed by humidifier, fan, lights and control system Total energy required for backup [A5þA6] Energy required per hour [A7/A4] Battery calculation Capacity Rated voltage Rated energy stored Battery capacity utilization Net available energy from a 200 Ah battery No. of batteries required for 18 h backup [A5/B5] Solar panel Sunlight availability per day Battery power required to be charged per hour of sunlight [A5/C1] Power required to run AC directly on solar power Total [C2þC3] Solar power required (considering 85% efficiency of inverter) (rounding up to next thousand) Off-grid solar system required Number of 325 W solar panel required [C6/325] 4 2 ton (7.03 kW) 1665 W 0.6 22 h 21978 Wh 2000 Wh 23978 Wh 1089.9 Wh 200 Ah 12 V 2400 Wh 50% 1200 Wh 20 6h 3997 W 1665 W 5662 W 7000 W 7 kW 22 R. Mishra, S.K. Chaulya, G.M. Prasad et al. Journal of Stored Products Research 89 (2020) 101720 addition to this, the water level inside the battery should be checked every 2 weeks for getting the optimum performance. 2.2. Battery requirement Table 2 provides all the necessary details regarding battery selection of tubular type, rated voltage of 12 V and rated capacity of 200 Ah, which can provide rated energy stored in the battery as 2400 Wh. Assuming a battery capacity utilization of 50% (to increase the battery life), the net available energy from a battery is 1200 Wh. Therefore, the required charging current to completely charge the battery to full sunlight of 6 h duration is [1200 Wh/ (6 12 V)] 17 A. The number of batteries required for the desired backup is 20. Hence, the required charging current is 340 A. The batteries having 80% depth of discharge have been installed for the cold storage, but only 50% of total capacity has been utilized. Thus, there is buffer capacity of 30%. This buffer capacity is utilized during low light conditions in the rainy season. Hence, reserve power backup is available for 14 h (Table 2). 2.5. Inverter Inverter converts direct current output obtained from photovoltaic solar panels into alternating current which is then fed to operate cold storage and other electrical appliances present in the chamber. An inverter of capacity 5.2 kVA of rated power 4420 W is provided to perform the above mentioned task in operating this storage chamber. 2.6. Insulation The correct choice of insulation can be done on the basis of Rvalue, which defines its capability to resist heat (Krishnakumar and Dayanandakumar, 2002). Higher R-value is preferred to get more effective insulation. 2.3. Solar panel calculation Floor insulation: Floor is insulated using 0.1 m thickness polyurethane foam (PUF) based slab over Portland cement concrete (PCC) as it can support the load imposed on it and maintains the performance of insulation. This slab has high compressive strength, good thermal insulation, high resistance for water absorption, low density, and low moisture-vapour permeability. It can be used safely even at 50 C temperature level without any adverse effects. Wall insulation: Walls are insulated by providing thermal insulation, which maintains temperature inside the cold chamber effectively. Insulation of PUF can be jointly used with cold rolled close annealed (CRCA) sheets for better results (Patel and Patel, 2012). Door insulation: A superior quality of PUF insulation is provided to the hinge base with smooth metal surface for automatic closing of the cold storage door. Table 1 summarizes calculation for selection of number of solar panels required for operation of a cold storage. A single solar panel installed for a cold storage has the rated power of 325 W. The required charging capacity per hour is calculated by dividing the total energy to be consumed by the AC unit during backup to daily sunlight availability in hours. Hence, value of charging capacity per hour is 3997 W. The power required for running a 2 refrigeration ton (7.03 kW) cooling capacity AC directly on solar power during the day (i.e. rated power of AC at full load) is 1665 W, which can be utilized for changing batteries to charge and simultaneously running AC on solar panel directly. Now, total solar power required per hour is 5662 W. Rounding off solar panel capacity to 7 kW, the number of solar panels required to fulfill the demand of power is 22. This solar-powered cold storage system involves 22 solar panels of 325 W each, a 5.2 KVA inverter of 85% efficiency and a battery bank of 22 batteries to supply power to the AC unit of cold storage, so that it can operate uninterruptedly. In rural areas due to longer time power cut and scarcity of maintenance facilities, this solar energy source can be proved most effective for operation of cold storage (Patel and Patel, 2012). Polycrystalline Cells type solar panels of 325 W, 24 V rating are installed on the rooftop. 3. Storage of food items Improper storage like overloading of storage chambers and poor arrangement of the stacked boxes leads to wastage of food items. All boxes or containers should be placed in an orderly manner depending on their stacking strength to allow uniform air flow. In general, metal racks or the use of returnable plastic crates are preferred for storage since they allow adequate movement of air. The well-ventilated boxes placed in proper alignment can enhance performance of cold storage (Krishnakumar and Dayanandakumar, 2002). To remove the field heat from produce, pre-cooling operation should be carried out as it improves shelf-life of fresh produce, hence decreasing rate of respiration and biochemical reactions taking place within all new post-harvest produce (Chaudhary and Sharma, 2015). System parameters are continuously monitored through sensors placed at different locations to set a temperature of around 5e18 C and relative humidity of 90e95%. An alarm is provided in case of unusual rise or fall in temperature and relative humidity levels. Random opening and closing of the cold storage door for product loading and unloading causes rise in temperature and fall in relative humidity. Different varieties of fruits and vegetables are categorized on the basis of their requirements in temperature and humidity levels. It is important that the quality of one produce does not hamper the quality of another produce while in storage. Fruits and vegetables are stored depending on their compatibility and needs. Table 3 shows representation of various fruits and vegetables that can be stored in the categorized groups depending upon their compatibility with each other (Fellows, 2008; Kumar et al., 2.4. Miscellaneous items calculation The total installation cost required for setting-up of the designed cold storage is $ 210 per KW including solar panel stand, cables cost required for solar panel, and different electrical appliances like humidifier, fans, lights and other utilities present inside the cold storage room, excluding cost of insulating materials and inverter. It also includes maintenance cost of the whole system. For maintenance purposes, there is a need for a person who can weekly clean all PV solar panels to get the maximum power and efficiency. In Table 2 Calculation for battery power and backup availability. Sl. No. Parameter Value A1 A2 A3 A4 A5 A6 A7 A8 Depth of discharge Discharge level taken for calculation as per Table 1 Buffer battery capacity percentage [ A1eA2] Rated energy stored in a battery (Table 1) Numbers of battery required (Table 1) Net buffer battery capacity [A3 A4 A5] Energy required per hour (Table 1) Number of hours of backup in reserve [A6/A7] 80% 50% 30% 2400 Wh 22 15840 Wh 1089.9 Wh 14 h 5 R. Mishra, S.K. Chaulya, G.M. Prasad et al. Journal of Stored Products Research 89 (2020) 101720 2010). Further, cold storage should be free from dirt and doors should be opened for the minimum possible duration to avoid temperature fluctuations. To prevent fast deterioration of fresh vegetables and fruits, overstocking should be avoided as it increases the internal temperature. A compatibility chart is prepared for short-term storage of fruits and vegetables in cold chamber. Ethylene level in the cold storage should be kept in low level by: Table 4 Parameters for heat load calculation. Separating cold storage rooms from ethylene source; Ventilating the storage room with fresh outside air; and Application of an ethylene scrubber. Parameter Value Optimal storage temperature Optimum relative humidity Specific heat Rates of Ethylene production Ambient temperature Bulk density of okra Heat of respiration 10 C 95% 0.00385 kcal/kg C Low 45 C 398 kg/m3 6669 W/t/day Total volume of boxes and produce ¼ (Total volume of okra þ box volume) ¼ 25.13 m3 þ 2.048 m3 ¼ 27.17 m3 4. Heat load calculation Free volume available inside the cold storage ¼ (Product volume e Internal volume) The temperature level should be monitored continuously for efficient working of cold storage. To calculate the required cooling capacity, the most severe conditions have been taken into consideration for operating cold storage, such as the maximum outdoor temperature, the maximum quantity of produce cooled per day, and the maximum temperature of the produce to be cooled. The heat load is defined as the total amount of heat that the cooling system should remove from the cold storage room. The heat load for the cold storage has been calculated for storage of 10 t of okra (lady’s fingers). Various parameters considered for head load calculation are given in Table 4 (Krishnakumar and Dayanandakumar, 2002). Capacity utilization of cold storage has been calculated as follows: ¼ 39.64 m3e27.17 m3 ¼ 12.58 m3 Percentage utilization of cold storage volume ¼ 68.55% Properties of building and insulating materials are given in Table 5 and dimensions of the cold storage are mentioned in Table 6. Total internal volume of the cold storage is 39.64 m3 and total external volume is 57.97 m3. External thickness of walls includes 0.015 m plaster, 0.23 m brick, 0.015 m plaster and 0.1 m PUF, from outer to inner surfaces respectively. External thickness of ceiling includes 0.3 m concrete and 0.1 m PUF, from outer to inner surfaces respectively. If the steady state flow is considered than, the heat flow is calculated as: Volume of the produce ¼ (Weight of the produce) / (Bulk density of the produce) Q ¼ u A (To e Ti) W ¼ 10,000 kg/ 398 kg/m3 ¼ 25.13 m3 Where, u ¼ Over all heat transfer coefficient (W/m2 C) Size of each box (internal dimension) ¼ 0.550 m 0.300 m 0.220 m A ¼ Surface area through which heat is transferred (m2) To ¼ Temperature of outside air ( C) Ti ¼ Temperature of inside storage space ( C) The overall heat transfer coefficient is given by: Hence, volume of each box ¼ 0.0363 m3 Number of boxes required ¼ (Weight of the produce) / (Weight of the produce in each box) ¼ 693 Thickness of each box ¼ 0.004 m 0.004 m 0.004 m Table 5 Properties of building and insulating materials. Actual volume of corrugated 3 ply used per box ¼ 0.0029545 m3/ box Total volume of boxes ¼ (Volume of each box) (Total number of boxes) ¼ 2.048 m3 Material Thickness (m) Thermal conductivity (kcal/m/h C) Bricks Plaster PUF Concrete 0.23 0.03 0.1 0.3 0.84 0.796 0.024 0.88 Table 3 List of fruits and vegetables that can be stored together (http://postharvest.ucdavis.edu). Group Temperature and RH Crops range A B C 57 C and 90e95% Cabbages, Green beans, Long bean, Broccoli, Fresh Olives, pear, Pomegranate, lychee RH 710 C and 80e95% Basil, Green beans, Wax, Cucumber*, Peas, Eggplant*, Long Bean, Squash RH Pepper: Bell, Chili, Tomatillo, Olive, Winged Bean, Avocado, Grapefruit* Guava, Lemon*, Orange, Pineapple, Tamarind, Tangerine, Watermelon 1318 C and 85 Bitter Melon, Cassava, Dry Onion, Ginger, Potato, Pumpkin, Squash, Sweet Potato*, Tomato: Ripe, Partially Ripe and Mature Green, Yam*, e95% RH Banana, Crenshaw Melon, Jackfruit, Mango, Papaya Key: * Fruits and vegetables are sensitive to ethylene damage (Thompson et al., 1996). 6 R. Mishra, S.K. Chaulya, G.M. Prasad et al. Journal of Stored Products Research 89 (2020) 101720 ¼ 10*6669 W/ metric ton/ day ¼ 66690 W/ 24 h Table 6 Dimensions of cold storage. Dimension Internal (m) External (m) Adding values of (1), (2), (3), (4) and (5), we get Length Breadth Height 4.267 3.048 3.048 4.642 3.423 3.648 (f) Total heat load: ¼ 81477 W/ 24 h 1:163 u¼ 1 ho þ x1 k1 (6) þ kx2 þ …h1 2 (5) (g) Miscellaneous load calculation @ 2%: i ¼ 1630 W/ 24 h Where, ho ¼ 4, heat transfer coefficient on the outer surface. (7) Now, adding (6) and (7), we have (h) Overall heat load per day: hi ¼ 15, heat transfer coefficient on the inner surface x1, x2 … ¼ Thickness of wall, ceiling and insulating material respectively (m). k1, k2 … ¼ Thermal conductivity of wall and insulating materials (W/m h C) (a) Heat transfer through the walls: ¼ 83,107 W/ 24 h (8) Assuming refrigeration operates for about 12 h/day, the refrigeration capacity required [(8)/12] Overall heat transfer coefficient, u ¼ 1.163/ ((1/4) þ (0.23/ 0.84) þ (0.03/0.796) þ (0.1/0.024)) ¼ 6926 W ¼ 0.2459710 W/m2 C 1 ton of refrigeration ¼ 3516.9 W Surface area of all walls ¼ 44.59224 m2 So, refrigeration tonnage required [(9)/(10)] ¼ 6926/ 3516.9 ¼ 1.969 ¼ 2.0 ton ¼ 7034 W. Similarly, heat load of other fruits and vegetables have been calculated using this approach. Heat transfer through walls and insulation ¼ 0.2459710*44.59224*(45-10) *24 ¼ 9214 W/24 h (9) (10) (1) 5. Cost analysis of cold storage The cost estimation of different components utilized for developing this system has been made considering their rate in India with the dollar conversion factor of 1 USD ¼ 71.963 INR (as on November 14, 2019). Cost of a single battery costs is $ 247 and cost of a 325 W solar panel costs is $ 140. A solar charger is also provided with solar panel. Cost of the designed cold storage is around $ 15710 in India including total installation cost for solar panel, AC unit, battery bank, inverter, room insulation and labour cost. Installation cost also includes cost of cables, wiring, switches, fan, lights and one emergency alarm system. Make and model of different components and overall cost estimation for designing the cold storage is mentioned in Table 7. Table 8 represents the calculation of annual recurring cost of the cold storage chamber, considering straight-line depreciation, inflation (@ 5% per year), life expectancy of different items depending on their type and annual maintenance. Overall benefits from this cold storage are as follows: (b) Heat transfer through the ceiling: Overall heat transfer coefficient, u ¼ 1.163/ ((1/4) þ(0.3/0.88) þ(0.1/ 0.024)) ¼ 0.2444522 W/ m2 C Surface area of all walls ¼ 13.005816 m2 Heat transfer through walls and insulation ¼ 0.2444522*13.005816*(45-10) *24 ¼ 2671 W/ 24 h (2) (c) Heat transfer through floor: ¼ Half of that from ceiling ¼ 1335.5 W/ 24 h (3) The designed cold storage can provide large savings in initial establishment cost including investment in installation and equipment cost. The AC unit and other equipment installed in the designed cold storage consume lesser electricity than conventional refrigeration-based cooling systems. The maintenance cost for this designed cooling technique is very less in comparison to conventional cooling units. Any general technician with less expertise can install the AC unit. Conventional refrigeration based cooling units require higher investment because it includes both equipment cost as well as installation cost. The conventional cooling methods need lots of coolant, one big size motor, a large surface area, and multiple (d) Product cooling: Heat required to cool down the produce to required temperature ¼ 10000*(45-10) * 0.00385 *1.163 ¼ 1567 W/ 24 h (4) (e) Respiration load during cold storage: Net amount of produce (tons)* heat of respiration 7 R. Mishra, S.K. Chaulya, G.M. Prasad et al. Journal of Stored Products Research 89 (2020) 101720 Table 7 Cost of different components of 10 t capacity cold storage with manufacturer details. Component Cost ($) Make and Model Air conditioner Battery bank Solar panel Inverter Installation cost of solar panel Insulation materials Contract labour Cost of construction of cold storage Humidifier 700 4940 3080 388 1470 Voltas Ltd., India; 2 refrigeration ton (7.03 kW) 5 Star Split Inverter AC (245 V ZZV) Exide Industries Ltd., India; Type- IT750, Part No. FEIO-IT750 Luminous Power Technologies Pvt. Ltd., India; 325 W 24 V Polycrystalline Solar PV Module Panel, LUM 24325 Luminous Power Technologies Pvt. Ltd., India; Luminous Cruzeþ 5.2 kVA Sine Wave Inverter 700 1150 3000 Omkar Puf Insulation Pvt. Ltd., India; Puf Insulated Cold Room Panels, flooring and hinged door 250 Hangzhou Senrees Electric Appliance Co. Ltd., China; CJ-30Z Power: 215 W, Air volume: 180 m3/h, Industrial humidifier Sonoff India, Model: AM2301, Temperature measuring range: e40 C ~ þ80 C, Humidity measuring range: 0e99.9% RH and Wireless temperature and humidity monitoring switch, Model: TH16 Temperature and humidity 32 sensor Total 15710 Table 8 Annual recurring cost of a cold storage of 10 t capacity. Item Price in $ (P) Useful life in years (UL) AC 700 10 Battery 4940 6 Solar panel 4550 20 Inverter 420 10 Insulation 700 10 Cold storage structure including labour 4150 15 cost Sub-total (A) Maintenance @ 4% of total installed facilities cost (B) Total (AþB) 2679 Total price including inflation in $ {NI/100)þ Annual recurring cost in Net inflation in % 1}*P $ (NI) {(1.05)UL e 1}*100 63 34 165 63 63 107 1141 6620 9419 685 1140 8591 114 1103 603 69 114 573 2576 103 numbers of fans unlike the designed method which mainly works on AC unit. The AC unit has been controlled by the temperature controller circuit with Wi-Fi switches. Instead of using refrigeration based commercial cold storage available in the market by paying rent, farmers can save significantly if a group of farmers of the same locality own this small cold storage. Total savings to the farmers per year by using this designed cold storage is $ 7449 considering 70% utilization of cold storage. Thus, the farmers can save $ 20.46 in storage rent per tonne per week even if 70% capacity utilization of stored food produce is considered. Further, payback period will be 2.6, 2.1 and 1.3 year with the average 60, 70 and 100% capacity utilization of the cold storage respectively. 6. Results and discussion The cold storage can provide efficient cooling and reduce quality losses of produce by increasing their shelf-life. Temperature of the cold storage room and surrounding ambient environment were measured for 7 days by continuously monitoring and storing temperature and humidity data after every 5 min using the installed sensors inside and outside the cold storage. The average temperature and relative humidity recorded from this chamber were 6.88 (±0.7) C (Fig. 4) and 95 (±1) % (Fig. 5) throughout 7 days monitoring period. Figs. 4 and 5 represents the hourly variation of temperature and relative humidity inside and outside the cold storage for 7 days. The PUF slabs with CRCA sheet used in this cold storage as an insulating material provided satisfactory result in controlling heat flow from the outside environment as well as maintaining the desired level of the temperature and relative humidity. It has been found that the room temperature and humidity remains almost constant up to 20 min after switching off the AC and without opening the cold storage door. Saving of farmers from the designed cold storage has been estimated based on its percentage of capacity utilization (Table 9). The designed storage capacity of cooling chamber is approximately 10 t. The cold storage unit can significantly reduce post-harvest losses and boost income of marginal farmers. 7. Conclusions The developed AC based cold storage is better than the conventional refrigeration system in terms of simplicity, energysaving, cost-saving and ease of maintenance. The developed cold storage is powered by solar PV panels and based on a domestic split AC unit. Temperature-controlled relay circuit connected to AC unit proved that it is fully capable of maintaining the lower set temperature below 10 C even in hot weather conditions when the outside temperature ranges from 39 to 42 C. The average temperature and relative humidity recorded inside the cold storage chamber were 6.88 (±0.7) C and 95 (±1) %. Different sensors connected inside the room provide real-time value of important system parameters like temperature and humidity. These parameters can be monitored even from any outside location of the cold storage room having internet connectivity. The designed cold storage is capable to provide savings in initial establishment cost which includes investment in installation cost and equipment cost. The AC unit and other equipment installed in the designed cold 8 R. Mishra, S.K. Chaulya, G.M. Prasad et al. Journal of Stored Products Research 89 (2020) 101720 Ambient temperature Temperature inside cold storage 35 temperature °C) 30 25 20 15 10 5 0 0 6 12 18 24 30 36 42 48 54 60 66 72 78 84 90 96 102 108 114 120 126 132 138 144 time (hrs) Fig. 4. Measured temperature of the designed cold storage chamber. Ambient rela ve humidity Rela ve humidity inside cold storage 100% 90% relative humidity %) 80% 70% 60% 50% 40% 30% 20% 10% 0% 0 4 8 12 16 20 24 28 32 36 40 44 48 52 56 60 64 68 72 76 80 84 88 92 96 100104108112116120124128132136140144 time (hrs) Fig. 5. Measured relative humidity of the designed cold storage chamber. Table 9 Cost of storage and benefits for farmers in comparison with the refrigeration based cold storage. Sl. No. Items Cost ($) estimate based on percentage of capacity utilization of the cold storage A1 A2 A3 A4 A5 A6 A7 A8 A9 A10 Percentage utilization of cold storage Capacity (t) Annual recurring expense of farmers in maintaining and running a cold storage Weekly expense of farmers in maintaining and running cold storage Weekly expense of farmers in storing a tonne of produce If farmers keep their produce in a commercial cold storage, they will be charged rent (@ per tonne per week) Net saving to farmers per tonne per week Net saving to farmers per week Net saving to farmers per year Payback period in year (cost of the cold storage $15710/A9) 60% 6 2674 51.42 8.57 27.81 19.24 115.44 6003 2.6 70% 7 2674 51.42 7.35 27.81 20.46 143.25 7449 2.1 100% 10 2674 51.42 5.14 27.81 22.67 226.68 11,787 1.3 produce when price increases. A mobile-based or web-based application can be developed in future to monitor the current rate of produce in the market so that farmers can sell their produce to the customers at appropriate time to earn the maximum profit. Further, with the use of IoT one can control the functionality of cold storage as well as set real-time temperature and provide emergency alerts through this suggested mobile-app. storage consume less electricity than conventional refrigerationbased cooling systems. The current cost of the designed 10 t capacity cold storage is around $ 15710 in India. Total savings to a farmer per year by using this designed cold storage is $ 7449 in comparison to the conventional refrigeration-based cold storage. The payback period of the developed cold storage will be 2 year 1 month with its 70% capacity utilization. Thus, the developed AC based small cold storage will help a group of farmers or a trader to store produce for longer period and they earn profit by selling the 9 R. Mishra, S.K. Chaulya, G.M. Prasad et al. Journal of Stored Products Research 89 (2020) 101720 Authorship contributions Renew. Energy 88, 95e101. Junxiang, G., Jingtao, X., 2011. Fruit cold storage environment monitoring system based on wireless sensor network. Advanced in Control Engineering and Information Science. Procedia Eng 15, 3466e3470. https://doi.org/10.1016/ j.proeng.2011.08.649. Kitinoja, L., 2013. Use of Cold Chains for Reducing Food Losses in Developing Countries. USAM. The Postharvest Education Foundation, The Postharvest Education Foundation, White Paper No. 13-03, La Pine, Oregon. Krishnakumar, T., Dayanandakumar, T., 2002. Design of Cold Storage for Fruits and Vegetables. Agricultural University, Tamil Nadu, India. https://doi.org/10.13140/ RG.2.2.14335.82082. Technical Report. Kumar, B., Ezekiel, R., Kumar, A., Saxena, P., Reedy, L., Boyal, R.K., 2010. Technical Standard for Cold Storage for Fruits and Vegetables Requiring Pre-cooling before Storage. Department of Agriculture and Cooperation, Ministry of Agriculture, India. Muneer, T., Asif, M., Munawwar, S., 2005. Sustainable production of solar electricity with particular reference to the Indian economy. Renew. Sustain. Energy Rev. 9 (5), 444e473. https://doi.org/10.1016/j.rser.2004.03.004. Namdev, D., Sunil, M., Dhananjay, A., Sachin, C., Ghodake, 2017. Solar cold storage. Int Res J Eng Technol 4 (10), 1066e1067. Opoku, R., Mensah-Darkwa, K., Muntaka, A.S., 2018. Techno-economic analysis of a hybrid solar PV-grid powered air-conditioner for daytime office use in hot humid climatesea case study in Kumasi, Ghana. Sol. Energy 165, 65e74. Padre, S., 2019. Cold Storages for Villages: A Mini Answer from CoolCrop. Civil Society, Mangaluru. https://www.civilsocietyonline.com/business/cold-storagesfor- villages-a-mini-answer-from-coolcrop/. Patel, A.M., Patel, R.I., 2012. Optimization of different parameters of cold storage for energy conservation. Int J Modern Eng Res 2 (3), 1001e1005. Patil, S.B., Kolur, P.C., 2018. Design and fabrication of eco-friendly cooling cabinet. Int Res J Eng Technol 5 (6), 1147e1149. Priyan, J.S., Sakthivel, S., Rajan, K.S., Rajavel, S., 2016. Design and development of modified air cooler and storage system. Int Res J Eng Technol 3 (4), 2920e2924. Sharma, T., Kalita, P., 2018. Design and Development of a Solar Powered Cold Storage System. M.S. Thesis. Centre for Energy, IIT, Guwahati, India. Sharma, P.K., Kumar, H.S.A., 2018. Solar powered movable cold storage structure for perishables. Curr. Sci. 114 (10), 2020e2022. Shende, S.M., 2018. Design of cold storage. Int Res J Eng Technol 5 (9), 262e265. Sunmonu, M.O., Falua, K.J., David, A.O., 2014. Development of a low-cost refrigerator for fruits and vegetables storage. Int. J. Basic Appl. Sci. 2 (3), 85e93. Thompson, J., Kader, A., Sylva, K., 1996. Compatibility Chart for Fruits and Vegetables in Short-Term Transport or Storage, vol. 21560. Univ Calif Div Ag Nat Res Publ, Oakland. http://postharvest.ucdavis.edu/Commodity_Resources/Storage_ Recommendations/Compatibility_Chart_for_Short-term_Transport_or_Storage/ . Wikipedia contributors, 2019. List of cities by sunshine duration. In: Wikipedia, the Free Encyclopedia. Retrieved November 11, 2019. https://en.wikipedia.org/w/ index.php?title¼List_of_cities_ by_sunshine_durationandoldid¼946110086. Zappia, A., Bruno, A., Torino, R., Piscopo, A., Poiana, M., 2018. Influence of light exposure during cold storage of minimally processed vegetables. J. Food Qual. 2018, 7. https://doi.org/10.1155/2018/4694793. Article ID 4694793. R. Mishra, S. K. Chaulya, G. M. Prasad, S. K. Mandal and G. Banerjee. Richa Mishra: Methodology, formal analysis, original draft preparation and investigation. Dr. Swades Kumar Chaulya: Conceptualization, system implementation and technical supervision. Dr. Girendra Mohan Prasad: Design and reviewing the paper. Dr. Sujit Kumar Mandal: Revising and editing the article for intellectual content and validation. Dr. Gautam Banerjee: Approved the article for publication, including references and technical advice. Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. Acknowledgements Authors are thankful to Dr. P. K. Singh, Director, CSIR-Central Institute of Mining and Fuel Research, Dhanbad, India for his valuable guidance and granting permission to publish this paper. Authors are also grateful to the Ministry of Electronics and Information Technology, Government of India for supporting the project. References Canovas, B., Gustavo, V., Handling, V., 2007. Preservation of Fruits and Vegetables by Combined Methods for Rural Areas. Technical Manual. Daya Publishing Books, New Delhi, India. Chaudhary, S., Sharma, V., 2015. Thermal system design of a cold storage for 1500 metric tonne potatoes. Int J Eng Sci Res Technol 4 (7), 933e943. Chen, Y., Liu, Y., Liu, J., Luo, X., Wang, D., Wang, Y., Liu, J., 2020. Design and adaptability of photovoltaic air conditioning system based on office buildings. Sol. Energy 202, 17e24. Fellows, P., 2008. Cold Storage of Fruits and Vegetables. Practical Action, Warwickshire, UK, pp. 1e4. Tech Brief. https://d1x0je2yh2wyb8.cloudfront.net. Assessed November 25, 2019. Huang, Bin-Juine, et al., 2016. Design of direct solar PV driven air conditioner. 10