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To maximize power generation, it is important to reduce generation losses

Measure 1: Check generation data by time of day and by individual equipment

Measure 2: Detect dirt and deposits on panel surfaces early

Measure 3: Manage shadows from weeds, trees, and structures

Measure 4: Do not overlook abnormalities in strings, connection points, and cables

Measure 5: Check for stoppages, curtailment, and temperature conditions of conversion equipment

Measure 6: Arrange drainage, terrain, and inspection routes to prevent recurrence

Measure 7: Continue improvements using inspection records and location information

How to start improving power generation today

Summary


To maximize power generation, it is important to focus on reducing generation losses.

When you aim to maximize the power output of a solar PV system, the first important step is not to add more equipment but to verify whether the existing equipment is performing to its full potential. In solar power generation you cannot increase the amount of solar irradiance at the site itself. However, you can move the system closer to a state where the received sunlight is converted into electricity with as little waste as possible. In other words, in practical terms, maximizing generation means finding the causes that are letting potential electricity slip through the cracks and working to reduce generation losses.


Many operations staff who search "how to increase power generation" want to know improvement measures they can implement immediately. They are often unsure whether they should clean, remove weeds, inspect equipment, or review data. However, there is not a single cause for low power output. Dirt on panel surfaces, deposits such as bird droppings and fallen leaves, shading from weeds or trees, faults in connections, cable damage, stoppage of power conversion equipment, output curtailment, temperature rise, poor drainage, and lack of inspection records are just some of the multiple factors that can combine to reduce power generation.


To maximize power generation, you need to systematically check where generation losses are occurring rather than just fixing the most obvious problems. Whether output is low only in the morning, only in the evening, the midday peak fails to rise, output becomes unstable after rain, or only certain pieces of equipment are underperforming will change which causes you should suspect. Looking only at the result that generation is low does not allow you to determine whether you should clean, remove weeds, inspect connections, or reassess drainage and site topography.


Also, efforts to maximize power generation are not something that can be completed in a single operation. Even if you clean, dirt will return; even if you remove weeds, grass will grow; trees will continue to grow; and drainage routes will change. Equipment and wiring also change over time. Therefore, to increase power generation it is important to repeat checking the current condition, isolating causes, implementing countermeasures, verifying their effects, and updating records. From here, I will explain 7 measures you can start implementing on-site today, presented in the order most useful for practical work.


Measure 1: Check power generation data by time period and by equipment

To maximize power generation, the first improvement to pursue is to make the way you view generation data more granular. If you only look at monthly or annual generation figures, you cannot tell when, where, or how generation losses are occurring. What may not appear as a major anomaly on a monthly basis might be a drop in output during certain hours of sunny days, or a continued low output from specific equipment. The starting point for improving generation is not to look at the totals, but to interpret the pattern of the decline.


Viewing generation by time of day makes it easier to identify the likely direction of the cause. If generation is low in the morning, shadows from trees on the east side, slopes, nearby structures, or adjacent equipment may be involved. If it is low in the evening, check for west-side shading and the influence of surrounding terrain. If the midday peak does not reach expected levels, candidates include dirt on the panel surface, temperature rise, limitations of conversion equipment, output curtailment, or equipment shutdowns. If the generation curve suddenly drops during a clear day, it is necessary to cross-check stop history and alarm history against the time.


When comparing at the equipment-unit level, it is important to compare equipment under the same conditions. If you simply compare equipment with different azimuths, tilts, numbers of panels, shading conditions, or connection configurations, you may mistake normal differences for abnormalities. If, compared with adjacent rows or equipment with the same orientation, a specific area is consistently lower, suspect local soiling, partial shading, connection faults, cable damage, or equipment malfunctions. Do not be reassured by overall plant figures alone; examining finer units is fundamental to maximizing power generation.


When checking power output data, treat sudden drops and gradual declines separately. If power generation suddenly falls, it may be related to equipment shutdowns, wire breaks, poor connections, or the emergence of obstructions. If it declines slowly over weeks to months, it may be caused by dirt accumulation, growth of weeds or trees, deterioration of site conditions due to poor drainage, or equipment aging. Simply reading the shape of the decline can narrow down the locations that should be prioritized for on-site inspection.


As a measure you can start today, first check the power-generation curve on clear days and compare installations under the same conditions. If you can identify the time periods and equipment where generation is dropping, on-site inspection efficiency will greatly improve. Walking the site without looking at the data tends to make inspections broad and shallow. To maximize power generation, it is essential to set your targets with data before doing on-site work.


Tip 2: Detect dirt and deposits on panel surfaces early

Contamination and deposits on the panel surface are common causes of reduced power generation. Because solar panels generate electricity by receiving sunlight at the surface, when dirt accumulates the light reaching the cells decreases. The type of soiling varies with the site environment, such as soil dust, pollen, yellow sand (Asian dust), bird droppings, fallen leaves, sap, dust from nearby construction, road dust, and salt-containing deposits that easily adhere in coastal areas. Even thin dirt spread over a wide area can affect power output, and localized deposits can act as strong shading even over a small area.


What requires particular attention is the banded dirt that remains along the panel bottom edge and near the frame. It is often assumed that rain will naturally wash it away, but in reality the flow of rainwater can collect dirt at the bottom edge and leave it there. On panels with a shallow tilt, water drains poorly and dirt tends to accumulate. Even dirt that is not noticeable from a distance can affect power output if it covers part of a cell. During inspections, you should carefully check not only the overall coloration of the panel but also the bottom edge, corners, and areas around the frame.


Localized deposits such as bird droppings and fallen leaves should not be overlooked. Unlike dirt that spreads thinly over the entire surface, these cover specific spots more heavily and cause partial shading that reduces power generation. If only some systems show lower output, focus on inspecting the panel surfaces around those systems. Rows near trees, around structures where birds tend to perch, leeward rows, and areas near unpaved walkways are more prone to accumulating dirt and deposits.


When performing cleaning, it is practical to prioritize areas that have the greatest impact on power generation. Rather than cleaning all panels at the same frequency, focus on systems where a decrease in power output has been confirmed, rows with concentrated dirt, areas where lower-edge soiling is noticeable, and locations with frequent bird damage or fallen leaves. Comparing photos and power output before and after cleaning makes it easier to determine how much the soiling at that site was affecting power generation.


When cleaning, the main thing to be careful about is not damaging the equipment. You should avoid vigorously scrubbing with hard tools, performing sudden work during times when the panels are at high temperature, and working without confirming the electrical safety of the equipment. Cleaning to maximize power generation is not a cosmetic task to make things look clean, but a maintenance task to restore the light-receiving condition and to keep the equipment in long-term, stable use. Finding dirt early and recording locations where it recurs will make it easier to take countermeasures in the future.


Tip 3: Manage shadows from weeds, trees, and structures

Managing shading is essential to maximize power generation. Solar panels generate electricity by receiving sunlight, so even partial shading of a panel can reduce its power output. Causes of shading include weeds, trees, fences, utility poles, surrounding buildings, mounting structures, adjacent rows of panels, monitoring equipment, and other factors. Because shadows move with the time of day and season, the absence of visible shadows at the time of inspection does not necessarily mean there is no problem.


Weeds are a common cause of power generation losses on site. Even if there are no problems in winter or immediately after installation, they can grow rapidly from spring to summer and cast shadows on the lower edges of panels and on the front rows. Even if the vegetation does not touch the panels, the low solar altitude in the morning and evening causes long shadows. Furthermore, when weeds proliferate, ventilation worsens, inspection walkways become blocked, and it becomes difficult to check around equipment. Because it affects not only power output but also maintainability and safety, weed management is an improvement that can be implemented starting today.


Shading from trees is a factor that can become problematic during long-term operation. Even trees that had little impact at the time of installation can grow over several years and reduce power generation. Trees located to the south, east, and west in particular can cast shadows on panels depending on the time of day. At plants near forests or slopes, the terrain’s elevation combined with tree height can produce long shadows in winter. If generation is low only in winter or there are large drops in the morning and evening, it is necessary to check both the trees and the terrain together.


When checking for shadows, it is easier to find the cause if you align the power generation data with the time of the on-site inspection. If generation is low in the morning, check the on-site conditions in the morning; if it is low in the evening, look at the evening shadows. Even if an inspection at noon shows no problem, large shadows can appear in the morning or evening. Also, even if there is no problem in summer, shadows can lengthen in seasons with a lower solar altitude. Shadows need to be managed not as a single moment but as something that changes with time and season.


Pay attention to shadows from surrounding structures and additional equipment. Adding new equipment within the power plant, or installing fences, signs, or monitoring poles, can create shadows at certain times of day. To maximize power generation, it is important not only to reduce existing shading but also to operate in ways that avoid creating new shadows. When you find shadows, record the time they occur, their source, the equipment affected, and photographs—these records can be used to inform decisions on weeding, pruning, or layout adjustments.


Precaution 4: Do not overlook abnormalities in strings, connection points, and cables

To maximize power output, you need to inspect not only the panel surfaces and shading but also the routes that extract the electricity. Even if solar panels are receiving sunlight properly, faults in connections or cables can prevent the generated electricity from being fully retrieved. String-level differences in generation, loose terminals, poor contacts, damage to cable sheathing, moisture ingress, damage caused by animals, damage during mowing operations, and age-related degradation are major causes of reduced power output.


When checking for anomalies at the string level, it is fundamental to compare units under the same conditions. If you simply compare systems that differ in panel count, orientation, tilt, shading conditions, or connection configuration, you may mistakenly interpret normal differences as anomalies. Compare with adjacent rows or installations with the same orientation to see if any are consistently lower. If only a specific string is lower, possible causes include dirty panels, partial shading, poor connections, cable damage, or equipment-side problems.


Pay attention to how the anomaly manifests. If output is consistently lower than the surroundings even on sunny days, dirt or connection problems are suspected. If it is lower only in the morning and evening, check for shading effects. If anomalies tend to appear after rain, moisture ingress or the condition of connection points may be involved. If instability occurs during periods of high temperature, poor contact or the temperature environment around the equipment are also possible causes. Combining the power output waveform with on-site conditions makes it easier to narrow down the cause.


Inspection of electrical equipment must be carried out with safety as the highest priority. Rather than having on-site personnel make judgments by forcibly touching equipment, organize information such as the equipment showing abnormalities, the time of occurrence, changes in power generation, on-site photographs, and the surrounding environment, and, when necessary, arrange for specialized inspection. You should avoid carrying out work that skips safety checks just to maximize power generation.


Faults in connection points and cables can sometimes be related to the surrounding environment. In areas with heavy weed growth, it becomes difficult to check the condition of cables. In locations with poor drainage, moisture and standing water can affect connection points. At power plants that are easily accessed by animals, cable damage can also occur. When improving power generation, it is important to review not only electrical faults but also the on-site environmental conditions that can lead to recurrence.


Measure 5: Confirm shutdown, suppression, and temperature environment of conversion equipment

Low power generation is not caused only by panels and wiring. Even with sufficient sunlight, generation will not increase if the equipment that converts the generated electricity is offline or its output is being limited. To maximize power generation, it is essential to check the power conversion equipment’s operating status, shutdown history, alarm history, and whether output is being curtailed.


When reviewing downtime history, confirm which equipment stopped, when, and for how long. Even short outages can cause significant losses if they occur during the daytime when power generation is high. If stops and recoveries are repeating during the day, they may not stand out in monthly totals, but you may actually be losing generation. Whether only specific equipment stops or multiple pieces of equipment stop simultaneously will change the suspected causes.


When output curtailment is occurring, generation can plateau even on sunny days. If the top of the power generation curve appears flat, check the operational data and history. However, a flat curve does not necessarily indicate output curtailment. Similar patterns can be caused by equipment capacity limits, temperature rise, dirt, shading, or measurement anomalies. Do not judge based only on the generation curve; it is important to verify together with equipment records and onsite conditions.


Temperature conditions are another point to review. Solar power generation generally produces more electricity the stronger the solar irradiance, but higher temperatures can make it harder for output to increase. If, on a clear summer day, generation does not rise as expected, check not only the irradiance but also panel temperature and the temperatures around the equipment. If weeds are proliferating under the panels, if grass or obstacles are present around the equipment, or if dust and deposits are hindering heat dissipation, these can affect power output.


As measures you can take starting today, check ventilation around the conversion equipment, grass overgrowth, ease of inspection, alarm history, and shutdown times. To avoid confusing equipment-side faults with panel-side problems, cross-check the timing of drops in power generation with the equipment history. Choosing countermeasures based on evidence rather than guesswork is the key to preventing failures in maximizing power generation.


Measure 6: Organize Drainage, Terrain, and Inspection Routes to Prevent Recurrence

To maximize power generation, you need to consider not only the panels and equipment but also the plant-wide drainage, terrain, and inspection routes. Areas where water tends to accumulate, locations where sediment flows in, paths prone to becoming muddy, slope failures, scour around mounting structures, and places where cables are likely to be exposed can cause reductions in power output, either directly or indirectly. Poor drainage and changes in topography may at first seem only loosely related to power generation, but they are important factors that lead to soiling, weeds, connector failures, and reduced ease of inspection.


In locations where puddles remain after rain, weeds are more likely to grow. When weeds grow, they create shade, reduce ventilation, and make inspections more difficult. On muddy pathways, work can be delayed and the frequency of cleaning and weeding may decrease. In areas where sediment flows in, it can accumulate under panels and around cables, causing soiling and damage. If cleaning or weeding leads to the same problems recurring in the same place, drainage or terrain issues should be suspected.


When inspecting terrain and drainage, on-site checks after rain as well as during fine weather are effective. Determine where water flows in, where it accumulates, and where it drains away. Recording puddles, sediment deposits, weed overgrowth, path settlement, and changes to slopes will reveal locations prone to recurrence. If poor drainage is left unaddressed, dirt and weeds will recur, resulting in the same power generation losses happening repeatedly.


Verifying inspection access routes is also important. Areas that are difficult to inspect tend to delay the detection of anomalies. If grass has overgrown and blocked passage, if mud prevents access, if equipment numbers are hard to read, or if it’s difficult to share information about abnormal locations, on-site responses take longer. Even if equipment with low power output is identified from the data, if it takes time to reach the corresponding location in the field, corrective action will be delayed.


Improvements to drainage, terrain, and inspection access routes may not immediately appear as increases in power generation. However, over the long term they help reduce soiling, weeds, poor connections, and inspection delays. To stably maximize power output, it is necessary not only to focus on the generation equipment itself but also to create an environment that makes the power plant easy to manage.


Measure 7: Continue improving with inspection records and location information

To continue efforts to maximize power generation, keeping inspection records is indispensable. Even if soiling, shading, abnormalities, or poor drainage are found on site, if the location is not shared precisely, implementing countermeasures or rechecking will take time. Especially at large power plants, rows and equipment that look similar are lined up, so photos alone can make it difficult to identify the location. By linking inspection results with location information and managing them, the operational work of improving power generation can be greatly streamlined.


What you should record are the locations of equipment with low power output, rows that are prone to soiling, places where shadows occur, spots where water accumulates, locations where connection faults occurred, areas that were repaired, and the scope of cleaning or weeding performed. Leaving photos, date and time, equipment numbers, work details, descriptions of abnormalities, the status of responses, and whether reinspection is necessary will be useful for the next inspection. If you add too many recording items, the practice will not be sustained on site, so to start, make sure the records are in a state where you can see later where and what happened.


Linking power generation data with on-site photographs makes it easier to determine causes. If the locations of equipment with low power generation overlap with areas where shadows occur or drainage is poor, the rationale for countermeasures becomes clear. If power generation improves at a cleaned location, you can conclude that soiling had a significant impact at that site. If morning and evening generation improve after weeding, it is likely that shadows from weeds were the cause. Having records speeds up future decision-making.


If inadequate record-keeping is left unaddressed, the same problems will recur. Even if there are patterns—grass growing in the same spot every year, dirt accumulating in the same row, the same pathway becoming muddy after rain, or the same equipment experiencing shutdowns—without records, the next response will again be ad hoc. To maximize power generation, it is important not to let inspections end as mere checks but to accumulate them as information that can be used for future improvements.


When multiple people are responsible for management, it is important that they can accurately share the same location. If equipment numbers, location information, and photos are recorded together, on-site staff, managers, inspectors, and maintenance personnel can more easily confirm the same location. Improving power generation is not only about noticing issues on site but also about recording that information in a form that stakeholders can share. By continuing to manage records, you can move toward operations that prevent declines in power generation.


How to Start Improving Power Generation Today

Measures to maximize power generation do not all need to be implemented at once. First, as something you can do starting today, check the power generation data and identify the time periods and equipment where output is declining. Next, on site, inspect the panel surfaces for dirt, shadows, weeds, conditions around equipment, and drainage. If you inspect the site in line with the time periods when generation drops, it becomes easier to find the cause. If output is low in the morning, check for morning shadows; if it’s low in the evening, check for evening shadows; if it doesn’t increase at midday, focus on dirt, equipment, and the temperature environment.


Next, prioritize the issues you found in order of their impact on power generation. If dirt or shading overlaps equipment with clearly lower output, prioritize cleaning and vegetation removal. If only a specific string has lower output, check the connections, cables, and the equipment side. If the same location shows problems after rain, review drainage and topography. When improving power generation, it is important not to treat all issues with equal priority, but to address them in order from the most effective.


After implementing measures, verify the change in power generation. When you carry out cleaning, weed control, repairs, equipment inspections, and drainage measures, record the power generation before and after the work, photographs, weather conditions, and the scope of the work. It is difficult to completely eliminate the influence of weather, but by comparing sunny days with each other or comparing systems under the same conditions, you can identify consistent trends. Prioritize measures that showed large effects for future work, and if an effect is not apparent, consider other possible causes.


What matters in efforts to maximize power generation is not treating work as a one-off. Dirt, vegetation, shading, drainage, and equipment condition change over time. For that reason, it is necessary to record the problems found today and make sure the same locations can be checked at the next inspection. Measures to increase power generation are not just special tasks; they are the accumulation of everyday management: looking at data, inspecting the site, recording, and applying what you learn next time.


Summary

To maximize power output, it is important to identify causes of generation loss in order and address them starting from the locations that have the greatest impact on power output. In solar power generation, the amount of solar irradiance itself cannot be increased on site. However, you can improve output by bringing the system closer to a state that converts received irradiance into electricity without waste. To do this, you need to check, in order, the power generation data, dirt on panel surfaces, shadows from weeds and trees, strings and connection points, power conversion equipment, drainage and terrain, and inspection records.


An improvement you can start today is to first examine power generation data by time of day and by individual asset. Identify when output is low, which assets are underperforming, and whether there are differences compared with assets under the same conditions. With that information, an on-site inspection will clarify which locations need cleaning, which areas require weed removal, which connections need inspection, which pieces of equipment should be checked, and which drainage or access routes should be reviewed. Making judgments by linking data with on-site conditions, rather than relying on intuition, is the basic approach to maximizing power generation.


Furthermore, efforts to maximize power generation cannot be completed in a single operation. Even after cleaning, dirt will return; even after weeding, grass will grow back; trees will continue to grow; and equipment and wiring will change in condition over time. Comparing power generation before and after measures, keeping on-site photos and work histories, and using them for the next inspection will improve the precision of improvements. To consistently increase power generation, it is essential not only to eliminate causes but also to create a site environment and management system that make the same causes less likely to occur.


In particularly large power plants, a system for accurately sharing the locations of problems is important. If rows prone to soiling, areas where shading occurs, spots where water accumulates, abnormal strings, repair locations, cleaning scopes, and inspection photos are recorded together with location information, stakeholders can more easily confirm the same places. By combining power-generation data with on-site location information, it becomes easier to explain the priority of cleaning, weeding, and repairs, and it also makes follow-up checks for recurrence more efficient.


If you want to continuously implement measures to maximize power generation based on field data, using LRTK can also be effective. As an iPhone-mounted GNSS high-precision positioning device, LRTK is useful for recording inspection points, areas prone to soiling, locations where shadows occur, poor drainage spots, abnormal equipment, repair locations, cleaning scopes, and onsite photos within solar power plants together with highly accurate location information. By accumulating improvements that can be implemented from today as field records with location information, it becomes easier to advance efforts to maximize power generation in a more practical way.


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